Heat-transfer sub-study

R4 heat-transfer sub-study · geometric LOD study drop 5 · atlas inputs release 2.4.0 · BEMGen 99c0b0adcd44

Cells
22: 11 prototypes × 2 climate zones; 90.1-2019 · 0°
Zonings per cell
the main zonings × interior-wall heat transfer (IWHT) on or off × floor heat transfer (FHT) on or off
Cells with a recommended zoning
18 of 22
Cells where a recommended zoning has IWHT or FHT off
9 of 22
Zonings whose run did not succeed
0
Zonings not generated
352, refused by the generator by a documented limit and never simulated (Hospital, Large hotel, Outpatient)
LOD recommendations 1.2.0, heat-transfer sub-study Downloadrelease 2.4.0 · SHA-256 384ef1e19bd42017ed5e5078d1213a75ee05ba8d0a05d34947f5dba7bf165824

The same prototypes and threshold as the main matrix, in two climate zones, with the interior-wall and floor heat-transfer switches of the zoning varied. The reference keeps both on. Every zoning the generator wrote ran, under BEMGen's heat-transfer rule, which keeps the link of a surface of a zone without HVAC (D-211). Zonings the generator refuses are listed under each cell as not generated.

A recommendation with a switch off is a tie, not a twin: deduplication keeps the twin whose heat-transfer setting is closest to the reference's (both on first, D-221), so an off setting that writes the same model as the zoning with both on is listed as its duplicate, and an off zoning left in a recommendation is a model of its own that meets the threshold with as few zones as a zoning with both on. The cell's duplicate list names the twins. Reading cautions.

Every zoning by cell

Medium office · 3C

Reference 8d6bdec8cadd987d/R: No simplification + Stack, 65 zones, 4,982 m² conditioned; annual sensible heating 0.1 and cooling 31.9 kWh/m²; peak heating 31.7 and cooling 109.0 kW. Sensible heating is below 1 kWh/m² and is not judged.

ZoningZonesArea change %Heating error %Cooling error %Heating CV(RMSE) %Cooling CV(RMSE) %Heating NMBE %Cooling NMBE %Peak heating error %Peak cooling error %Meets the threshold
Conditioned merge + Single zone building10.00-40.3-23.21,049.542.840.323.293.16.5no
Semantic merge + Single zone building10.00-39.0-23.51,061.343.239.023.594.66.2no
Conditioned merge + Single zone per floor type30.00-39.3-24.3527.641.439.324.320.4-1.5no
Conditioned merge + Stacked floor zone multiplier30.00253.5-21.92,776.336.4-253.521.9102.50.3no
Semantic merge + Single zone per floor type30.00-38.7-24.6528.941.838.724.620.8-1.8no
Semantic merge + Single zone per floor type (FHT off)30.00253.5-22.32,776.336.9-253.522.3102.50.2no
Perimeter core 3 m + Stack (IWHT off)150.001,537.512.95,739.424.4-1,537.5-12.9102.9-1.2no
Perimeter core 3 m + Stacked floor zone multiplier (IWHT off)150.001,580.814.05,840.825.4-1,580.8-14.0104.7-0.1no
Semantic merge + Stack600.00-13.9-0.2135.10.913.90.2-3.60.1yes
Semantic merge + Stack (FHT off)600.00105.51.3817.93.3-105.5-1.339.10.5yes
Semantic merge + Stack (IWHT off)600.00847.06.63,818.315.6-847.0-6.693.2-2.5yes
Semantic merge + Stack (IWHT off, FHT off)600.001,071.78.34,555.617.9-1,071.7-8.3114.2-2.6yes
Semantic merge + Stacked floor zone multiplier600.00105.51.3817.83.3-105.5-1.339.10.5yes
Semantic merge + Stacked floor zone multiplier (IWHT off)600.001,071.68.34,555.217.9-1,071.6-8.3114.2-2.6yes
No simplification + Stack (FHT off)650.00125.61.5913.83.6-125.6-1.541.30.3yes
No simplification + Stack (IWHT off)650.00853.46.63,837.015.7-853.4-6.693.5-2.6yes
No simplification + Stack (IWHT off, FHT off)650.001,078.38.34,578.117.9-1,078.3-8.3114.8-2.8yes
No simplification + Stacked floor zone multiplier650.00125.61.5913.73.6-125.6-1.541.30.3yes
No simplification + Stacked floor zone multiplier (IWHT off)650.001,078.28.34,577.818.0-1,078.2-8.3114.8-2.8yes
70 zonings write the same model as a listed one and are not shown
  • Conditioned merge + Stack → Conditioned merge + Single zone per floor type
  • No simplification + Single zone building → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type → Conditioned merge + Single zone per floor type
  • Perimeter core 3 m + Single zone building → Conditioned merge + Single zone building
  • Perimeter core 3 m + Single zone per floor type → Conditioned merge + Single zone per floor type
  • Perimeter core 4.57 m + Single zone building → Conditioned merge + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type → Conditioned merge + Single zone per floor type
  • Single zone per floor + Single zone building → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type → Conditioned merge + Single zone per floor type
  • Single zone per floor + Stack → Conditioned merge + Single zone per floor type
  • Single zone per floor + Stacked floor zone multiplier → Conditioned merge + Stacked floor zone multiplier
  • Conditioned merge + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Conditioned merge + Stack (FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Conditioned merge + Stacked floor zone multiplier (FHT off) → Conditioned merge + Stacked floor zone multiplier
  • No simplification + Single zone building (FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type (FHT off) → Conditioned merge + Stacked floor zone multiplier
  • No simplification + Stacked floor zone multiplier (FHT off) → No simplification + Stacked floor zone multiplier
  • Perimeter core 3 m + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Perimeter core 3 m + Single zone per floor type (FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Perimeter core 3 m + Stack (FHT off) → Perimeter core 3 m + Stacked floor zone multiplier
  • Perimeter core 3 m + Stacked floor zone multiplier (FHT off) → Perimeter core 3 m + Stacked floor zone multiplier
  • Perimeter core 4.57 m + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Perimeter core 4.57 m + Stack (FHT off) → Perimeter core 4.57 m + Stacked floor zone multiplier
  • Perimeter core 4.57 m + Stacked floor zone multiplier (FHT off) → Perimeter core 4.57 m + Stacked floor zone multiplier
  • Semantic merge + Single zone building (FHT off) → Semantic merge + Single zone building
  • Semantic merge + Stacked floor zone multiplier (FHT off) → Semantic merge + Stacked floor zone multiplier
  • Single zone per floor + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Single zone per floor + Stack (FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Single zone per floor + Stacked floor zone multiplier (FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Conditioned merge + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (IWHT off) → Conditioned merge + Single zone per floor type
  • Conditioned merge + Stack (IWHT off) → Conditioned merge + Single zone per floor type
  • Conditioned merge + Stacked floor zone multiplier (IWHT off) → Conditioned merge + Stacked floor zone multiplier
  • No simplification + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type (IWHT off) → Conditioned merge + Single zone per floor type
  • Perimeter core 3 m + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Perimeter core 3 m + Single zone per floor type (IWHT off) → Conditioned merge + Single zone per floor type
  • Perimeter core 4.57 m + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off) → Conditioned merge + Single zone per floor type
  • Semantic merge + Single zone building (IWHT off) → Semantic merge + Single zone building
  • Semantic merge + Single zone per floor type (IWHT off) → Semantic merge + Single zone per floor type
  • Single zone per floor + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (IWHT off) → Conditioned merge + Single zone per floor type
  • Single zone per floor + Stack (IWHT off) → Conditioned merge + Single zone per floor type
  • Single zone per floor + Stacked floor zone multiplier (IWHT off) → Conditioned merge + Stacked floor zone multiplier
  • Conditioned merge + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Conditioned merge + Stack (IWHT off, FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Conditioned merge + Stacked floor zone multiplier (IWHT off, FHT off) → Conditioned merge + Stacked floor zone multiplier
  • No simplification + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Stacked floor zone multiplier
  • No simplification + Stacked floor zone multiplier (IWHT off, FHT off) → No simplification + Stacked floor zone multiplier (IWHT off)
  • Perimeter core 3 m + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Perimeter core 3 m + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Perimeter core 3 m + Stack (IWHT off, FHT off) → Perimeter core 3 m + Stacked floor zone multiplier (IWHT off)
  • Perimeter core 3 m + Stacked floor zone multiplier (IWHT off, FHT off) → Perimeter core 3 m + Stacked floor zone multiplier (IWHT off)
  • Perimeter core 4.57 m + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Perimeter core 4.57 m + Stack (IWHT off, FHT off) → Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off)
  • Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off, FHT off) → Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off)
  • Semantic merge + Single zone building (IWHT off, FHT off) → Semantic merge + Single zone building
  • Semantic merge + Single zone per floor type (IWHT off, FHT off) → Semantic merge + Single zone per floor type (FHT off)
  • Semantic merge + Stacked floor zone multiplier (IWHT off, FHT off) → Semantic merge + Stacked floor zone multiplier (IWHT off)
  • Single zone per floor + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Single zone per floor + Stack (IWHT off, FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Single zone per floor + Stacked floor zone multiplier (IWHT off, FHT off) → Conditioned merge + Stacked floor zone multiplier

Medium office · 5A

Reference d6f207965a9fc09c/R: No simplification + Stack, 65 zones, 4,982 m² conditioned; annual sensible heating 24.6 and cooling 26.1 kWh/m²; peak heating 336.2 and cooling 158.2 kW.

ZoningZonesArea change %Heating error %Cooling error %Heating CV(RMSE) %Cooling CV(RMSE) %Heating NMBE %Cooling NMBE %Peak heating error %Peak cooling error %Meets the threshold
Conditioned merge + Single zone building10.0022.8-5.378.430.9-22.85.39.58.7no
Semantic merge + Single zone building10.0023.0-5.678.731.0-23.05.69.68.5no
Conditioned merge + Single zone per floor type30.0023.2-6.459.928.6-23.26.48.36.3no
Conditioned merge + Stacked floor zone multiplier30.0024.0-5.360.025.8-24.05.36.05.4no
Semantic merge + Single zone per floor type30.0023.4-6.860.328.7-23.46.88.46.1no
Semantic merge + Single zone per floor type (FHT off)30.0024.2-5.660.325.8-24.25.66.15.2no
Perimeter core 3 m + Stacked floor zone multiplier (IWHT off)150.00-0.91.931.115.00.9-1.9-10.5-4.8no
Semantic merge + Stack600.00-0.2-0.21.91.20.20.2-0.20.1yes
Semantic merge + Stack (FHT off)600.000.60.910.33.9-0.6-0.9-2.1-0.3yes
Semantic merge + Stack (IWHT off)600.006.55.720.617.9-6.5-5.7-2.2-3.3yes
Semantic merge + Stack (IWHT off, FHT off)600.007.47.224.421.0-7.4-7.2-3.7-3.8yes
Semantic merge + Stacked floor zone multiplier600.000.60.910.33.9-0.6-0.9-2.1-0.3yes
Semantic merge + Stacked floor zone multiplier (IWHT off)600.007.47.224.421.0-7.4-7.2-3.7-3.8yes
No simplification + Stack (FHT off)650.000.81.110.34.4-0.8-1.1-1.9-0.4yes
No simplification + Stack (IWHT off)650.006.65.820.718.1-6.6-5.8-2.1-3.4yes
No simplification + Stack (IWHT off, FHT off)650.007.57.324.421.2-7.5-7.3-3.6-3.9yes
No simplification + Stacked floor zone multiplier650.000.81.110.34.4-0.8-1.1-1.9-0.4yes
No simplification + Stacked floor zone multiplier (IWHT off)650.007.57.324.421.2-7.5-7.3-3.6-3.9yes
70 zonings write the same model as a listed one and are not shown
  • Conditioned merge + Stack → Conditioned merge + Single zone per floor type
  • No simplification + Single zone building → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type → Conditioned merge + Single zone per floor type
  • Perimeter core 3 m + Single zone building → Conditioned merge + Single zone building
  • Perimeter core 3 m + Single zone per floor type → Conditioned merge + Single zone per floor type
  • Perimeter core 4.57 m + Single zone building → Conditioned merge + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type → Conditioned merge + Single zone per floor type
  • Single zone per floor + Single zone building → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type → Conditioned merge + Single zone per floor type
  • Single zone per floor + Stack → Conditioned merge + Single zone per floor type
  • Single zone per floor + Stacked floor zone multiplier → Conditioned merge + Stacked floor zone multiplier
  • Conditioned merge + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Conditioned merge + Stack (FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Conditioned merge + Stacked floor zone multiplier (FHT off) → Conditioned merge + Stacked floor zone multiplier
  • No simplification + Single zone building (FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type (FHT off) → Conditioned merge + Stacked floor zone multiplier
  • No simplification + Stacked floor zone multiplier (FHT off) → No simplification + Stacked floor zone multiplier
  • Perimeter core 3 m + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Perimeter core 3 m + Single zone per floor type (FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Perimeter core 3 m + Stack (FHT off) → Perimeter core 3 m + Stacked floor zone multiplier
  • Perimeter core 3 m + Stacked floor zone multiplier (FHT off) → Perimeter core 3 m + Stacked floor zone multiplier
  • Perimeter core 4.57 m + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Perimeter core 4.57 m + Stack (FHT off) → Perimeter core 4.57 m + Stacked floor zone multiplier
  • Perimeter core 4.57 m + Stacked floor zone multiplier (FHT off) → Perimeter core 4.57 m + Stacked floor zone multiplier
  • Semantic merge + Single zone building (FHT off) → Semantic merge + Single zone building
  • Semantic merge + Stacked floor zone multiplier (FHT off) → Semantic merge + Stacked floor zone multiplier
  • Single zone per floor + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Single zone per floor + Stack (FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Single zone per floor + Stacked floor zone multiplier (FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Conditioned merge + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (IWHT off) → Conditioned merge + Single zone per floor type
  • Conditioned merge + Stack (IWHT off) → Conditioned merge + Single zone per floor type
  • Conditioned merge + Stacked floor zone multiplier (IWHT off) → Conditioned merge + Stacked floor zone multiplier
  • No simplification + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type (IWHT off) → Conditioned merge + Single zone per floor type
  • Perimeter core 3 m + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Perimeter core 3 m + Single zone per floor type (IWHT off) → Conditioned merge + Single zone per floor type
  • Perimeter core 4.57 m + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off) → Conditioned merge + Single zone per floor type
  • Semantic merge + Single zone building (IWHT off) → Semantic merge + Single zone building
  • Semantic merge + Single zone per floor type (IWHT off) → Semantic merge + Single zone per floor type
  • Single zone per floor + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (IWHT off) → Conditioned merge + Single zone per floor type
  • Single zone per floor + Stack (IWHT off) → Conditioned merge + Single zone per floor type
  • Single zone per floor + Stacked floor zone multiplier (IWHT off) → Conditioned merge + Stacked floor zone multiplier
  • Conditioned merge + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Conditioned merge + Stack (IWHT off, FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Conditioned merge + Stacked floor zone multiplier (IWHT off, FHT off) → Conditioned merge + Stacked floor zone multiplier
  • No simplification + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Stacked floor zone multiplier
  • No simplification + Stacked floor zone multiplier (IWHT off, FHT off) → No simplification + Stacked floor zone multiplier (IWHT off)
  • Perimeter core 3 m + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Perimeter core 3 m + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Perimeter core 3 m + Stack (IWHT off, FHT off) → Perimeter core 3 m + Stacked floor zone multiplier (IWHT off)
  • Perimeter core 3 m + Stacked floor zone multiplier (IWHT off, FHT off) → Perimeter core 3 m + Stacked floor zone multiplier (IWHT off)
  • Perimeter core 4.57 m + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Perimeter core 4.57 m + Stack (IWHT off, FHT off) → Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off)
  • Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off, FHT off) → Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off)
  • Semantic merge + Single zone building (IWHT off, FHT off) → Semantic merge + Single zone building
  • Semantic merge + Single zone per floor type (IWHT off, FHT off) → Semantic merge + Single zone per floor type (FHT off)
  • Semantic merge + Stacked floor zone multiplier (IWHT off, FHT off) → Semantic merge + Stacked floor zone multiplier (IWHT off)
  • Single zone per floor + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Single zone per floor + Stack (IWHT off, FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Single zone per floor + Stacked floor zone multiplier (IWHT off, FHT off) → Conditioned merge + Stacked floor zone multiplier

Full-service restaurant · 3C

Reference 7d6f20fe496b8d32/R: No simplification + Stack, 2 zones, 511 m² conditioned; annual sensible heating 6.2 and cooling 167.4 kWh/m²; peak heating 18.7 and cooling 56.8 kW.

ZoningZonesArea change %Heating error %Cooling error %Heating CV(RMSE) %Cooling CV(RMSE) %Heating NMBE %Cooling NMBE %Peak heating error %Peak cooling error %Meets the threshold
Conditioned merge + Single zone building10.00-65.0-4.5263.56.965.04.5-12.6-1.0no
No simplification + Stack (IWHT off)20.0017.01.159.52.5-17.0-1.17.4-0.2no
Perimeter core 3 m + Stack50.00-38.7-2.0167.24.838.72.0-7.91.2no
Perimeter core 3 m + Stack (IWHT off)50.00-27.7-1.4136.34.427.71.4-3.41.0no
Perimeter core 4.57 m + Stack50.00-31.8-1.4133.44.031.81.4-4.11.4no
Perimeter core 4.57 m + Stack (IWHT off)50.00-21.7-0.8101.23.421.70.81.51.1no
89 zonings write the same model as a listed one and are not shown
  • Conditioned merge + Single zone per floor type → Conditioned merge + Single zone building
  • Conditioned merge + Stack → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier → Conditioned merge + Single zone building
  • No simplification + Single zone building → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type → Conditioned merge + Single zone building
  • No simplification + Stacked floor zone multiplier → 7d6f20fe496b8d32/R
  • Perimeter core 3 m + Single zone building → Conditioned merge + Single zone building
  • Perimeter core 3 m + Single zone per floor type → Conditioned merge + Single zone building
  • Perimeter core 3 m + Stacked floor zone multiplier → Perimeter core 3 m + Stack
  • Perimeter core 4.57 m + Single zone building → Conditioned merge + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type → Conditioned merge + Single zone building
  • Perimeter core 4.57 m + Stacked floor zone multiplier → Perimeter core 4.57 m + Stack
  • Semantic merge + Single zone building → Conditioned merge + Single zone building
  • Semantic merge + Single zone per floor type → Conditioned merge + Single zone building
  • Semantic merge + Stack → 7d6f20fe496b8d32/R
  • Semantic merge + Stacked floor zone multiplier → 7d6f20fe496b8d32/R
  • Single zone per floor + Single zone building → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type → Conditioned merge + Single zone building
  • Single zone per floor + Stack → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier → Conditioned merge + Single zone building
  • Conditioned merge + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stack (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier (FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone building (FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type (FHT off) → Conditioned merge + Single zone building
  • No simplification + Stack (FHT off) → 7d6f20fe496b8d32/R
  • No simplification + Stacked floor zone multiplier (FHT off) → 7d6f20fe496b8d32/R
  • Perimeter core 3 m + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Perimeter core 3 m + Single zone per floor type (FHT off) → Conditioned merge + Single zone building
  • Perimeter core 3 m + Stack (FHT off) → Perimeter core 3 m + Stack
  • Perimeter core 3 m + Stacked floor zone multiplier (FHT off) → Perimeter core 3 m + Stack
  • Perimeter core 4.57 m + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (FHT off) → Conditioned merge + Single zone building
  • Perimeter core 4.57 m + Stack (FHT off) → Perimeter core 4.57 m + Stack
  • Perimeter core 4.57 m + Stacked floor zone multiplier (FHT off) → Perimeter core 4.57 m + Stack
  • Semantic merge + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Semantic merge + Single zone per floor type (FHT off) → Conditioned merge + Single zone building
  • Semantic merge + Stack (FHT off) → 7d6f20fe496b8d32/R
  • Semantic merge + Stacked floor zone multiplier (FHT off) → 7d6f20fe496b8d32/R
  • Single zone per floor + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stack (FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stack (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier (IWHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type (IWHT off) → Conditioned merge + Single zone building
  • No simplification + Stacked floor zone multiplier (IWHT off) → No simplification + Stack (IWHT off)
  • Perimeter core 3 m + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Perimeter core 3 m + Single zone per floor type (IWHT off) → Conditioned merge + Single zone building
  • Perimeter core 3 m + Stacked floor zone multiplier (IWHT off) → Perimeter core 3 m + Stack (IWHT off)
  • Perimeter core 4.57 m + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off) → Conditioned merge + Single zone building
  • Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off) → Perimeter core 4.57 m + Stack (IWHT off)
  • Semantic merge + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Semantic merge + Single zone per floor type (IWHT off) → Conditioned merge + Single zone building
  • Semantic merge + Stack (IWHT off) → No simplification + Stack (IWHT off)
  • Semantic merge + Stacked floor zone multiplier (IWHT off) → No simplification + Stack (IWHT off)
  • Single zone per floor + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (IWHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stack (IWHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stack (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier (IWHT off, FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Single zone building
  • No simplification + Stack (IWHT off, FHT off) → No simplification + Stack (IWHT off)
  • No simplification + Stacked floor zone multiplier (IWHT off, FHT off) → No simplification + Stack (IWHT off)
  • Perimeter core 3 m + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Perimeter core 3 m + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Perimeter core 3 m + Stack (IWHT off, FHT off) → Perimeter core 3 m + Stack (IWHT off)
  • Perimeter core 3 m + Stacked floor zone multiplier (IWHT off, FHT off) → Perimeter core 3 m + Stack (IWHT off)
  • Perimeter core 4.57 m + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Perimeter core 4.57 m + Stack (IWHT off, FHT off) → Perimeter core 4.57 m + Stack (IWHT off)
  • Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off, FHT off) → Perimeter core 4.57 m + Stack (IWHT off)
  • Semantic merge + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Semantic merge + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Semantic merge + Stack (IWHT off, FHT off) → No simplification + Stack (IWHT off)
  • Semantic merge + Stacked floor zone multiplier (IWHT off, FHT off) → No simplification + Stack (IWHT off)
  • Single zone per floor + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stack (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier (IWHT off, FHT off) → Conditioned merge + Single zone building

Full-service restaurant · 5A

Reference 5d1231787dabf22f/R: No simplification + Stack, 2 zones, 511 m² conditioned; annual sensible heating 79.7 and cooling 133.3 kWh/m²; peak heating 65.6 and cooling 64.1 kW.

ZoningZonesArea change %Heating error %Cooling error %Heating CV(RMSE) %Cooling CV(RMSE) %Heating NMBE %Cooling NMBE %Peak heating error %Peak cooling error %Meets the threshold
No simplification + Stack (IWHT off)20.002.31.26.83.3-2.3-1.2-0.1-0.1yes
Perimeter core 3 m + Stack50.00-4.9-1.721.15.64.91.74.41.1yes, finer than the reference
Perimeter core 3 m + Stack (IWHT off)50.00-3.7-1.218.74.63.71.24.40.9yes, finer than the reference
Perimeter core 4.57 m + Stack50.00-3.5-1.116.64.43.51.14.21.3yes, finer than the reference
Perimeter core 4.57 m + Stack (IWHT off)50.00-2.0-0.413.93.42.00.44.31.1yes, finer than the reference
89 zonings write the same model as a listed one and are not shown
  • Conditioned merge + Single zone per floor type → Conditioned merge + Single zone building
  • Conditioned merge + Stack → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier → Conditioned merge + Single zone building
  • No simplification + Single zone building → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type → Conditioned merge + Single zone building
  • No simplification + Stacked floor zone multiplier → 5d1231787dabf22f/R
  • Perimeter core 3 m + Single zone building → Conditioned merge + Single zone building
  • Perimeter core 3 m + Single zone per floor type → Conditioned merge + Single zone building
  • Perimeter core 3 m + Stacked floor zone multiplier → Perimeter core 3 m + Stack
  • Perimeter core 4.57 m + Single zone building → Conditioned merge + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type → Conditioned merge + Single zone building
  • Perimeter core 4.57 m + Stacked floor zone multiplier → Perimeter core 4.57 m + Stack
  • Semantic merge + Single zone building → Conditioned merge + Single zone building
  • Semantic merge + Single zone per floor type → Conditioned merge + Single zone building
  • Semantic merge + Stack → 5d1231787dabf22f/R
  • Semantic merge + Stacked floor zone multiplier → 5d1231787dabf22f/R
  • Single zone per floor + Single zone building → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type → Conditioned merge + Single zone building
  • Single zone per floor + Stack → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier → Conditioned merge + Single zone building
  • Conditioned merge + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stack (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier (FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone building (FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type (FHT off) → Conditioned merge + Single zone building
  • No simplification + Stack (FHT off) → 5d1231787dabf22f/R
  • No simplification + Stacked floor zone multiplier (FHT off) → 5d1231787dabf22f/R
  • Perimeter core 3 m + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Perimeter core 3 m + Single zone per floor type (FHT off) → Conditioned merge + Single zone building
  • Perimeter core 3 m + Stack (FHT off) → Perimeter core 3 m + Stack
  • Perimeter core 3 m + Stacked floor zone multiplier (FHT off) → Perimeter core 3 m + Stack
  • Perimeter core 4.57 m + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (FHT off) → Conditioned merge + Single zone building
  • Perimeter core 4.57 m + Stack (FHT off) → Perimeter core 4.57 m + Stack
  • Perimeter core 4.57 m + Stacked floor zone multiplier (FHT off) → Perimeter core 4.57 m + Stack
  • Semantic merge + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Semantic merge + Single zone per floor type (FHT off) → Conditioned merge + Single zone building
  • Semantic merge + Stack (FHT off) → 5d1231787dabf22f/R
  • Semantic merge + Stacked floor zone multiplier (FHT off) → 5d1231787dabf22f/R
  • Single zone per floor + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stack (FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stack (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier (IWHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type (IWHT off) → Conditioned merge + Single zone building
  • No simplification + Stacked floor zone multiplier (IWHT off) → No simplification + Stack (IWHT off)
  • Perimeter core 3 m + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Perimeter core 3 m + Single zone per floor type (IWHT off) → Conditioned merge + Single zone building
  • Perimeter core 3 m + Stacked floor zone multiplier (IWHT off) → Perimeter core 3 m + Stack (IWHT off)
  • Perimeter core 4.57 m + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off) → Conditioned merge + Single zone building
  • Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off) → Perimeter core 4.57 m + Stack (IWHT off)
  • Semantic merge + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Semantic merge + Single zone per floor type (IWHT off) → Conditioned merge + Single zone building
  • Semantic merge + Stack (IWHT off) → No simplification + Stack (IWHT off)
  • Semantic merge + Stacked floor zone multiplier (IWHT off) → No simplification + Stack (IWHT off)
  • Single zone per floor + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (IWHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stack (IWHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stack (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier (IWHT off, FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Single zone building
  • No simplification + Stack (IWHT off, FHT off) → No simplification + Stack (IWHT off)
  • No simplification + Stacked floor zone multiplier (IWHT off, FHT off) → No simplification + Stack (IWHT off)
  • Perimeter core 3 m + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Perimeter core 3 m + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Perimeter core 3 m + Stack (IWHT off, FHT off) → Perimeter core 3 m + Stack (IWHT off)
  • Perimeter core 3 m + Stacked floor zone multiplier (IWHT off, FHT off) → Perimeter core 3 m + Stack (IWHT off)
  • Perimeter core 4.57 m + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Perimeter core 4.57 m + Stack (IWHT off, FHT off) → Perimeter core 4.57 m + Stack (IWHT off)
  • Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off, FHT off) → Perimeter core 4.57 m + Stack (IWHT off)
  • Semantic merge + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Semantic merge + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Semantic merge + Stack (IWHT off, FHT off) → No simplification + Stack (IWHT off)
  • Semantic merge + Stacked floor zone multiplier (IWHT off, FHT off) → No simplification + Stack (IWHT off)
  • Single zone per floor + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stack (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier (IWHT off, FHT off) → Conditioned merge + Single zone building

Strip mall · 3C

Reference c8a0583d79fb7d32/R: No simplification + Stack, 10 zones, 2,090 m² conditioned; annual sensible heating 0.5 and cooling 25.4 kWh/m²; peak heating 22.9 and cooling 43.0 kW. Sensible heating is below 1 kWh/m² and is not judged.

ZoningZonesArea change %Heating error %Cooling error %Heating CV(RMSE) %Cooling CV(RMSE) %Heating NMBE %Cooling NMBE %Peak heating error %Peak cooling error %Meets the threshold
Conditioned merge + Single zone building10.00-82.3-10.5578.533.182.310.5-6.31.8no
Perimeter core 3 m + Stack50.00-35.8-0.8295.934.035.80.8-16.25.8no
Perimeter core 3 m + Stack (IWHT off)50.00448.627.41,509.568.8-448.6-27.450.15.2no
Perimeter core 4.57 m + Stack50.00-47.3-2.9325.131.047.32.9-2.04.4no
Perimeter core 4.57 m + Stack (IWHT off)50.00217.915.0931.950.5-217.9-15.040.54.0no
No simplification + Stack (IWHT off)100.0026.21.2118.02.8-26.2-1.22.9-0.2yes
87 zonings write the same model as a listed one and are not shown
  • Conditioned merge + Single zone per floor type → Conditioned merge + Single zone building
  • Conditioned merge + Stack → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier → Conditioned merge + Single zone building
  • No simplification + Single zone building → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type → Conditioned merge + Single zone building
  • No simplification + Stacked floor zone multiplier → c8a0583d79fb7d32/R
  • Perimeter core 3 m + Single zone building → Conditioned merge + Single zone building
  • Perimeter core 3 m + Single zone per floor type → Conditioned merge + Single zone building
  • Perimeter core 3 m + Stacked floor zone multiplier → Perimeter core 3 m + Stack
  • Perimeter core 4.57 m + Single zone building → Conditioned merge + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type → Conditioned merge + Single zone building
  • Perimeter core 4.57 m + Stacked floor zone multiplier → Perimeter core 4.57 m + Stack
  • Semantic merge + Single zone building → Conditioned merge + Single zone building
  • Semantic merge + Single zone per floor type → Conditioned merge + Single zone building
  • Semantic merge + Stacked floor zone multiplier → Semantic merge + Stack
  • Single zone per floor + Single zone building → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type → Conditioned merge + Single zone building
  • Single zone per floor + Stack → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier → Conditioned merge + Single zone building
  • Conditioned merge + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stack (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier (FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone building (FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type (FHT off) → Conditioned merge + Single zone building
  • No simplification + Stack (FHT off) → c8a0583d79fb7d32/R
  • No simplification + Stacked floor zone multiplier (FHT off) → c8a0583d79fb7d32/R
  • Perimeter core 3 m + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Perimeter core 3 m + Single zone per floor type (FHT off) → Conditioned merge + Single zone building
  • Perimeter core 3 m + Stack (FHT off) → Perimeter core 3 m + Stack
  • Perimeter core 3 m + Stacked floor zone multiplier (FHT off) → Perimeter core 3 m + Stack
  • Perimeter core 4.57 m + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (FHT off) → Conditioned merge + Single zone building
  • Perimeter core 4.57 m + Stack (FHT off) → Perimeter core 4.57 m + Stack
  • Perimeter core 4.57 m + Stacked floor zone multiplier (FHT off) → Perimeter core 4.57 m + Stack
  • Semantic merge + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Semantic merge + Single zone per floor type (FHT off) → Conditioned merge + Single zone building
  • Semantic merge + Stack (FHT off) → Semantic merge + Stack
  • Semantic merge + Stacked floor zone multiplier (FHT off) → Semantic merge + Stack
  • Single zone per floor + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stack (FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stack (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier (IWHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type (IWHT off) → Conditioned merge + Single zone building
  • No simplification + Stacked floor zone multiplier (IWHT off) → No simplification + Stack (IWHT off)
  • Perimeter core 3 m + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Perimeter core 3 m + Single zone per floor type (IWHT off) → Conditioned merge + Single zone building
  • Perimeter core 3 m + Stacked floor zone multiplier (IWHT off) → Perimeter core 3 m + Stack (IWHT off)
  • Perimeter core 4.57 m + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off) → Conditioned merge + Single zone building
  • Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off) → Perimeter core 4.57 m + Stack (IWHT off)
  • Semantic merge + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Semantic merge + Single zone per floor type (IWHT off) → Conditioned merge + Single zone building
  • Semantic merge + Stacked floor zone multiplier (IWHT off) → Semantic merge + Stack (IWHT off)
  • Single zone per floor + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (IWHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stack (IWHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stack (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier (IWHT off, FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Single zone building
  • No simplification + Stack (IWHT off, FHT off) → No simplification + Stack (IWHT off)
  • No simplification + Stacked floor zone multiplier (IWHT off, FHT off) → No simplification + Stack (IWHT off)
  • Perimeter core 3 m + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Perimeter core 3 m + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Perimeter core 3 m + Stack (IWHT off, FHT off) → Perimeter core 3 m + Stack (IWHT off)
  • Perimeter core 3 m + Stacked floor zone multiplier (IWHT off, FHT off) → Perimeter core 3 m + Stack (IWHT off)
  • Perimeter core 4.57 m + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Perimeter core 4.57 m + Stack (IWHT off, FHT off) → Perimeter core 4.57 m + Stack (IWHT off)
  • Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off, FHT off) → Perimeter core 4.57 m + Stack (IWHT off)
  • Semantic merge + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Semantic merge + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Semantic merge + Stack (IWHT off, FHT off) → Semantic merge + Stack (IWHT off)
  • Semantic merge + Stacked floor zone multiplier (IWHT off, FHT off) → Semantic merge + Stack (IWHT off)
  • Single zone per floor + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stack (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier (IWHT off, FHT off) → Conditioned merge + Single zone building

Strip mall · 5A

Reference 9abc2da2bb77907c/R: No simplification + Stack, 10 zones, 2,090 m² conditioned; annual sensible heating 44.5 and cooling 20.1 kWh/m²; peak heating 155.9 and cooling 64.9 kW.

ZoningZonesArea change %Heating error %Cooling error %Heating CV(RMSE) %Cooling CV(RMSE) %Heating NMBE %Cooling NMBE %Peak heating error %Peak cooling error %Meets the threshold
Conditioned merge + Single zone building10.00-4.5-6.925.346.74.56.9-3.84.1no
Perimeter core 3 m + Stack50.00-1.3-3.421.844.11.33.41.05.6no
Perimeter core 3 m + Stack (IWHT off)50.001.03.222.352.1-1.0-3.21.95.9no
Perimeter core 4.57 m + Stack50.00-1.6-4.021.041.71.64.00.65.0no
Perimeter core 4.57 m + Stack (IWHT off)50.000.10.321.345.9-0.1-0.31.45.1no
No simplification + Stack (IWHT off)100.000.20.42.92.2-0.2-0.40.6-0.1yes
87 zonings write the same model as a listed one and are not shown
  • Conditioned merge + Single zone per floor type → Conditioned merge + Single zone building
  • Conditioned merge + Stack → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier → Conditioned merge + Single zone building
  • No simplification + Single zone building → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type → Conditioned merge + Single zone building
  • No simplification + Stacked floor zone multiplier → 9abc2da2bb77907c/R
  • Perimeter core 3 m + Single zone building → Conditioned merge + Single zone building
  • Perimeter core 3 m + Single zone per floor type → Conditioned merge + Single zone building
  • Perimeter core 3 m + Stacked floor zone multiplier → Perimeter core 3 m + Stack
  • Perimeter core 4.57 m + Single zone building → Conditioned merge + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type → Conditioned merge + Single zone building
  • Perimeter core 4.57 m + Stacked floor zone multiplier → Perimeter core 4.57 m + Stack
  • Semantic merge + Single zone building → Conditioned merge + Single zone building
  • Semantic merge + Single zone per floor type → Conditioned merge + Single zone building
  • Semantic merge + Stacked floor zone multiplier → Semantic merge + Stack
  • Single zone per floor + Single zone building → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type → Conditioned merge + Single zone building
  • Single zone per floor + Stack → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier → Conditioned merge + Single zone building
  • Conditioned merge + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stack (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier (FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone building (FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type (FHT off) → Conditioned merge + Single zone building
  • No simplification + Stack (FHT off) → 9abc2da2bb77907c/R
  • No simplification + Stacked floor zone multiplier (FHT off) → 9abc2da2bb77907c/R
  • Perimeter core 3 m + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Perimeter core 3 m + Single zone per floor type (FHT off) → Conditioned merge + Single zone building
  • Perimeter core 3 m + Stack (FHT off) → Perimeter core 3 m + Stack
  • Perimeter core 3 m + Stacked floor zone multiplier (FHT off) → Perimeter core 3 m + Stack
  • Perimeter core 4.57 m + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (FHT off) → Conditioned merge + Single zone building
  • Perimeter core 4.57 m + Stack (FHT off) → Perimeter core 4.57 m + Stack
  • Perimeter core 4.57 m + Stacked floor zone multiplier (FHT off) → Perimeter core 4.57 m + Stack
  • Semantic merge + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Semantic merge + Single zone per floor type (FHT off) → Conditioned merge + Single zone building
  • Semantic merge + Stack (FHT off) → Semantic merge + Stack
  • Semantic merge + Stacked floor zone multiplier (FHT off) → Semantic merge + Stack
  • Single zone per floor + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stack (FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stack (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier (IWHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type (IWHT off) → Conditioned merge + Single zone building
  • No simplification + Stacked floor zone multiplier (IWHT off) → No simplification + Stack (IWHT off)
  • Perimeter core 3 m + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Perimeter core 3 m + Single zone per floor type (IWHT off) → Conditioned merge + Single zone building
  • Perimeter core 3 m + Stacked floor zone multiplier (IWHT off) → Perimeter core 3 m + Stack (IWHT off)
  • Perimeter core 4.57 m + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off) → Conditioned merge + Single zone building
  • Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off) → Perimeter core 4.57 m + Stack (IWHT off)
  • Semantic merge + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Semantic merge + Single zone per floor type (IWHT off) → Conditioned merge + Single zone building
  • Semantic merge + Stacked floor zone multiplier (IWHT off) → Semantic merge + Stack (IWHT off)
  • Single zone per floor + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (IWHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stack (IWHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stack (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier (IWHT off, FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Single zone building
  • No simplification + Stack (IWHT off, FHT off) → No simplification + Stack (IWHT off)
  • No simplification + Stacked floor zone multiplier (IWHT off, FHT off) → No simplification + Stack (IWHT off)
  • Perimeter core 3 m + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Perimeter core 3 m + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Perimeter core 3 m + Stack (IWHT off, FHT off) → Perimeter core 3 m + Stack (IWHT off)
  • Perimeter core 3 m + Stacked floor zone multiplier (IWHT off, FHT off) → Perimeter core 3 m + Stack (IWHT off)
  • Perimeter core 4.57 m + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Perimeter core 4.57 m + Stack (IWHT off, FHT off) → Perimeter core 4.57 m + Stack (IWHT off)
  • Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off, FHT off) → Perimeter core 4.57 m + Stack (IWHT off)
  • Semantic merge + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Semantic merge + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Semantic merge + Stack (IWHT off, FHT off) → Semantic merge + Stack (IWHT off)
  • Semantic merge + Stacked floor zone multiplier (IWHT off, FHT off) → Semantic merge + Stack (IWHT off)
  • Single zone per floor + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stack (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier (IWHT off, FHT off) → Conditioned merge + Single zone building

Stand-alone retail · 3C

Reference 22f5af54b7bdcd97/R: No simplification + Stack, 5 zones, 2,294 m² conditioned; annual sensible heating 0.2 and cooling 38.0 kWh/m²; peak heating 9.9 and cooling 51.0 kW. Sensible heating is below 1 kWh/m² and is not judged.

ZoningZonesArea change %Heating error %Cooling error %Heating CV(RMSE) %Cooling CV(RMSE) %Heating NMBE %Cooling NMBE %Peak heating error %Peak cooling error %Meets the threshold
Conditioned merge + Single zone building10.00-98.3-12.2686.117.698.312.2-37.5-4.8no
No simplification + Single zone building10.00-98.3-12.2686.117.698.312.2-37.4-4.6no
Perimeter core 3 m + Single zone building10.00-98.3-12.2686.117.698.312.2-37.1-4.7no
Perimeter core 4.57 m + Single zone building10.00-98.3-12.2686.117.698.312.2-37.0-4.7no
Perimeter core 3 m + Stack (IWHT off)50.001,526.216.03,627.935.3-1,526.2-16.080.8-9.7no
86 zonings write the same model as a listed one and are not shown
  • Conditioned merge + Single zone per floor type → Conditioned merge + Single zone building
  • Conditioned merge + Stack → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type → No simplification + Single zone building
  • No simplification + Stacked floor zone multiplier → 22f5af54b7bdcd97/R
  • Perimeter core 3 m + Single zone per floor type → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Stacked floor zone multiplier → Perimeter core 3 m + Stack
  • Perimeter core 4.57 m + Single zone per floor type → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Stacked floor zone multiplier → Perimeter core 4.57 m + Stack
  • Semantic merge + Single zone building → No simplification + Single zone building
  • Semantic merge + Single zone per floor type → No simplification + Single zone building
  • Semantic merge + Stack → 22f5af54b7bdcd97/R
  • Semantic merge + Stacked floor zone multiplier → 22f5af54b7bdcd97/R
  • Single zone per floor + Single zone building → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type → Conditioned merge + Single zone building
  • Single zone per floor + Stack → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier → Conditioned merge + Single zone building
  • Conditioned merge + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stack (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier (FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone building (FHT off) → No simplification + Single zone building
  • No simplification + Single zone per floor type (FHT off) → No simplification + Single zone building
  • No simplification + Stack (FHT off) → 22f5af54b7bdcd97/R
  • No simplification + Stacked floor zone multiplier (FHT off) → 22f5af54b7bdcd97/R
  • Perimeter core 3 m + Single zone building (FHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Single zone per floor type (FHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Stack (FHT off) → Perimeter core 3 m + Stack
  • Perimeter core 3 m + Stacked floor zone multiplier (FHT off) → Perimeter core 3 m + Stack
  • Perimeter core 4.57 m + Single zone building (FHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (FHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Stack (FHT off) → Perimeter core 4.57 m + Stack
  • Perimeter core 4.57 m + Stacked floor zone multiplier (FHT off) → Perimeter core 4.57 m + Stack
  • Semantic merge + Single zone building (FHT off) → No simplification + Single zone building
  • Semantic merge + Single zone per floor type (FHT off) → No simplification + Single zone building
  • Semantic merge + Stack (FHT off) → 22f5af54b7bdcd97/R
  • Semantic merge + Stacked floor zone multiplier (FHT off) → 22f5af54b7bdcd97/R
  • Single zone per floor + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stack (FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stack (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier (IWHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone building (IWHT off) → No simplification + Single zone building
  • No simplification + Single zone per floor type (IWHT off) → No simplification + Single zone building
  • No simplification + Stacked floor zone multiplier (IWHT off) → No simplification + Stack (IWHT off)
  • Perimeter core 3 m + Single zone building (IWHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Single zone per floor type (IWHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Stacked floor zone multiplier (IWHT off) → Perimeter core 3 m + Stack (IWHT off)
  • Perimeter core 4.57 m + Single zone building (IWHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off) → Perimeter core 4.57 m + Stack (IWHT off)
  • Semantic merge + Single zone building (IWHT off) → No simplification + Single zone building
  • Semantic merge + Single zone per floor type (IWHT off) → No simplification + Single zone building
  • Semantic merge + Stack (IWHT off) → No simplification + Stack (IWHT off)
  • Semantic merge + Stacked floor zone multiplier (IWHT off) → No simplification + Stack (IWHT off)
  • Single zone per floor + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (IWHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stack (IWHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stack (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier (IWHT off, FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone building (IWHT off, FHT off) → No simplification + Single zone building
  • No simplification + Single zone per floor type (IWHT off, FHT off) → No simplification + Single zone building
  • No simplification + Stack (IWHT off, FHT off) → No simplification + Stack (IWHT off)
  • No simplification + Stacked floor zone multiplier (IWHT off, FHT off) → No simplification + Stack (IWHT off)
  • Perimeter core 3 m + Single zone building (IWHT off, FHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Single zone per floor type (IWHT off, FHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Stack (IWHT off, FHT off) → Perimeter core 3 m + Stack (IWHT off)
  • Perimeter core 3 m + Stacked floor zone multiplier (IWHT off, FHT off) → Perimeter core 3 m + Stack (IWHT off)
  • Perimeter core 4.57 m + Single zone building (IWHT off, FHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off, FHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Stack (IWHT off, FHT off) → Perimeter core 4.57 m + Stack (IWHT off)
  • Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off, FHT off) → Perimeter core 4.57 m + Stack (IWHT off)
  • Semantic merge + Single zone building (IWHT off, FHT off) → No simplification + Single zone building
  • Semantic merge + Single zone per floor type (IWHT off, FHT off) → No simplification + Single zone building
  • Semantic merge + Stack (IWHT off, FHT off) → No simplification + Stack (IWHT off)
  • Semantic merge + Stacked floor zone multiplier (IWHT off, FHT off) → No simplification + Stack (IWHT off)
  • Single zone per floor + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stack (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier (IWHT off, FHT off) → Conditioned merge + Single zone building

Stand-alone retail · 5A

Reference e96b859edc1cda42/R: No simplification + Stack, 5 zones, 2,294 m² conditioned; annual sensible heating 20.6 and cooling 30.6 kWh/m²; peak heating 92.0 and cooling 68.7 kW.

ZoningZonesArea change %Heating error %Cooling error %Heating CV(RMSE) %Cooling CV(RMSE) %Heating NMBE %Cooling NMBE %Peak heating error %Peak cooling error %Meets the threshold
Conditioned merge + Single zone building10.00-5.8-9.733.120.15.89.71.61.0no
No simplification + Single zone building10.00-5.7-9.733.120.15.79.71.61.1no
Perimeter core 3 m + Single zone building10.00-5.7-9.733.020.15.79.71.61.0no
Perimeter core 4.57 m + Single zone building10.00-5.7-9.733.020.15.79.71.61.0no
Perimeter core 3 m + Stack (IWHT off)50.0015.01.552.331.7-15.0-1.5-2.3-1.1no
Perimeter core 4.57 m + Stack (IWHT off)50.009.6-1.441.423.4-9.61.4-0.6-0.9no
86 zonings write the same model as a listed one and are not shown
  • Conditioned merge + Single zone per floor type → Conditioned merge + Single zone building
  • Conditioned merge + Stack → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type → No simplification + Single zone building
  • No simplification + Stacked floor zone multiplier → e96b859edc1cda42/R
  • Perimeter core 3 m + Single zone per floor type → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Stacked floor zone multiplier → Perimeter core 3 m + Stack
  • Perimeter core 4.57 m + Single zone per floor type → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Stacked floor zone multiplier → Perimeter core 4.57 m + Stack
  • Semantic merge + Single zone building → No simplification + Single zone building
  • Semantic merge + Single zone per floor type → No simplification + Single zone building
  • Semantic merge + Stack → e96b859edc1cda42/R
  • Semantic merge + Stacked floor zone multiplier → e96b859edc1cda42/R
  • Single zone per floor + Single zone building → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type → Conditioned merge + Single zone building
  • Single zone per floor + Stack → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier → Conditioned merge + Single zone building
  • Conditioned merge + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stack (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier (FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone building (FHT off) → No simplification + Single zone building
  • No simplification + Single zone per floor type (FHT off) → No simplification + Single zone building
  • No simplification + Stack (FHT off) → e96b859edc1cda42/R
  • No simplification + Stacked floor zone multiplier (FHT off) → e96b859edc1cda42/R
  • Perimeter core 3 m + Single zone building (FHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Single zone per floor type (FHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Stack (FHT off) → Perimeter core 3 m + Stack
  • Perimeter core 3 m + Stacked floor zone multiplier (FHT off) → Perimeter core 3 m + Stack
  • Perimeter core 4.57 m + Single zone building (FHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (FHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Stack (FHT off) → Perimeter core 4.57 m + Stack
  • Perimeter core 4.57 m + Stacked floor zone multiplier (FHT off) → Perimeter core 4.57 m + Stack
  • Semantic merge + Single zone building (FHT off) → No simplification + Single zone building
  • Semantic merge + Single zone per floor type (FHT off) → No simplification + Single zone building
  • Semantic merge + Stack (FHT off) → e96b859edc1cda42/R
  • Semantic merge + Stacked floor zone multiplier (FHT off) → e96b859edc1cda42/R
  • Single zone per floor + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stack (FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stack (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier (IWHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone building (IWHT off) → No simplification + Single zone building
  • No simplification + Single zone per floor type (IWHT off) → No simplification + Single zone building
  • No simplification + Stacked floor zone multiplier (IWHT off) → No simplification + Stack (IWHT off)
  • Perimeter core 3 m + Single zone building (IWHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Single zone per floor type (IWHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Stacked floor zone multiplier (IWHT off) → Perimeter core 3 m + Stack (IWHT off)
  • Perimeter core 4.57 m + Single zone building (IWHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off) → Perimeter core 4.57 m + Stack (IWHT off)
  • Semantic merge + Single zone building (IWHT off) → No simplification + Single zone building
  • Semantic merge + Single zone per floor type (IWHT off) → No simplification + Single zone building
  • Semantic merge + Stack (IWHT off) → No simplification + Stack (IWHT off)
  • Semantic merge + Stacked floor zone multiplier (IWHT off) → No simplification + Stack (IWHT off)
  • Single zone per floor + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (IWHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stack (IWHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stack (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier (IWHT off, FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone building (IWHT off, FHT off) → No simplification + Single zone building
  • No simplification + Single zone per floor type (IWHT off, FHT off) → No simplification + Single zone building
  • No simplification + Stack (IWHT off, FHT off) → No simplification + Stack (IWHT off)
  • No simplification + Stacked floor zone multiplier (IWHT off, FHT off) → No simplification + Stack (IWHT off)
  • Perimeter core 3 m + Single zone building (IWHT off, FHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Single zone per floor type (IWHT off, FHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Stack (IWHT off, FHT off) → Perimeter core 3 m + Stack (IWHT off)
  • Perimeter core 3 m + Stacked floor zone multiplier (IWHT off, FHT off) → Perimeter core 3 m + Stack (IWHT off)
  • Perimeter core 4.57 m + Single zone building (IWHT off, FHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off, FHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Stack (IWHT off, FHT off) → Perimeter core 4.57 m + Stack (IWHT off)
  • Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off, FHT off) → Perimeter core 4.57 m + Stack (IWHT off)
  • Semantic merge + Single zone building (IWHT off, FHT off) → No simplification + Single zone building
  • Semantic merge + Single zone per floor type (IWHT off, FHT off) → No simplification + Single zone building
  • Semantic merge + Stack (IWHT off, FHT off) → No simplification + Stack (IWHT off)
  • Semantic merge + Stacked floor zone multiplier (IWHT off, FHT off) → No simplification + Stack (IWHT off)
  • Single zone per floor + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stack (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier (IWHT off, FHT off) → Conditioned merge + Single zone building

Supermarket · 3C

Reference 1af77aa7a44f8aec/R: No simplification + Stack, 6 zones, 4,181 m² conditioned; annual sensible heating 0.1 and cooling 67.0 kWh/m²; peak heating 6.3 and cooling 99.9 kW. Sensible heating is below 1 kWh/m² and is not judged.

ZoningZonesArea change %Heating error %Cooling error %Heating CV(RMSE) %Cooling CV(RMSE) %Heating NMBE %Cooling NMBE %Peak heating error %Peak cooling error %Meets the threshold
Perimeter core 3 m + Stack50.00–1.4–3.1–-1.4-37.31.4yes
Perimeter core 3 m + Stack (IWHT off)50.00–15.8–21.8–-15.8344.11.9no
Perimeter core 4.57 m + Stack50.00–0.9–2.4–-0.9-59.91.1yes
Perimeter core 4.57 m + Stack (IWHT off)50.00–12.2–17.4–-12.2335.10.5no
No simplification + Stack (IWHT off)60.00–6.2–9.3–-6.2172.6-2.3yes
86 zonings write the same model as a listed one and are not shown
  • Conditioned merge + Single zone per floor type → Conditioned merge + Single zone building
  • Conditioned merge + Stack → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type → No simplification + Single zone building
  • No simplification + Stacked floor zone multiplier → 1af77aa7a44f8aec/R
  • Perimeter core 3 m + Single zone per floor type → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Stacked floor zone multiplier → Perimeter core 3 m + Stack
  • Perimeter core 4.57 m + Single zone per floor type → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Stacked floor zone multiplier → Perimeter core 4.57 m + Stack
  • Semantic merge + Single zone building → No simplification + Single zone building
  • Semantic merge + Single zone per floor type → No simplification + Single zone building
  • Semantic merge + Stack → 1af77aa7a44f8aec/R
  • Semantic merge + Stacked floor zone multiplier → 1af77aa7a44f8aec/R
  • Single zone per floor + Single zone building → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type → Conditioned merge + Single zone building
  • Single zone per floor + Stack → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier → Conditioned merge + Single zone building
  • Conditioned merge + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stack (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier (FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone building (FHT off) → No simplification + Single zone building
  • No simplification + Single zone per floor type (FHT off) → No simplification + Single zone building
  • No simplification + Stack (FHT off) → 1af77aa7a44f8aec/R
  • No simplification + Stacked floor zone multiplier (FHT off) → 1af77aa7a44f8aec/R
  • Perimeter core 3 m + Single zone building (FHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Single zone per floor type (FHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Stack (FHT off) → Perimeter core 3 m + Stack
  • Perimeter core 3 m + Stacked floor zone multiplier (FHT off) → Perimeter core 3 m + Stack
  • Perimeter core 4.57 m + Single zone building (FHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (FHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Stack (FHT off) → Perimeter core 4.57 m + Stack
  • Perimeter core 4.57 m + Stacked floor zone multiplier (FHT off) → Perimeter core 4.57 m + Stack
  • Semantic merge + Single zone building (FHT off) → No simplification + Single zone building
  • Semantic merge + Single zone per floor type (FHT off) → No simplification + Single zone building
  • Semantic merge + Stack (FHT off) → 1af77aa7a44f8aec/R
  • Semantic merge + Stacked floor zone multiplier (FHT off) → 1af77aa7a44f8aec/R
  • Single zone per floor + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stack (FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stack (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier (IWHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone building (IWHT off) → No simplification + Single zone building
  • No simplification + Single zone per floor type (IWHT off) → No simplification + Single zone building
  • No simplification + Stacked floor zone multiplier (IWHT off) → No simplification + Stack (IWHT off)
  • Perimeter core 3 m + Single zone building (IWHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Single zone per floor type (IWHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Stacked floor zone multiplier (IWHT off) → Perimeter core 3 m + Stack (IWHT off)
  • Perimeter core 4.57 m + Single zone building (IWHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off) → Perimeter core 4.57 m + Stack (IWHT off)
  • Semantic merge + Single zone building (IWHT off) → No simplification + Single zone building
  • Semantic merge + Single zone per floor type (IWHT off) → No simplification + Single zone building
  • Semantic merge + Stack (IWHT off) → No simplification + Stack (IWHT off)
  • Semantic merge + Stacked floor zone multiplier (IWHT off) → No simplification + Stack (IWHT off)
  • Single zone per floor + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (IWHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stack (IWHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stack (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier (IWHT off, FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone building (IWHT off, FHT off) → No simplification + Single zone building
  • No simplification + Single zone per floor type (IWHT off, FHT off) → No simplification + Single zone building
  • No simplification + Stack (IWHT off, FHT off) → No simplification + Stack (IWHT off)
  • No simplification + Stacked floor zone multiplier (IWHT off, FHT off) → No simplification + Stack (IWHT off)
  • Perimeter core 3 m + Single zone building (IWHT off, FHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Single zone per floor type (IWHT off, FHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Stack (IWHT off, FHT off) → Perimeter core 3 m + Stack (IWHT off)
  • Perimeter core 3 m + Stacked floor zone multiplier (IWHT off, FHT off) → Perimeter core 3 m + Stack (IWHT off)
  • Perimeter core 4.57 m + Single zone building (IWHT off, FHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off, FHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Stack (IWHT off, FHT off) → Perimeter core 4.57 m + Stack (IWHT off)
  • Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off, FHT off) → Perimeter core 4.57 m + Stack (IWHT off)
  • Semantic merge + Single zone building (IWHT off, FHT off) → No simplification + Single zone building
  • Semantic merge + Single zone per floor type (IWHT off, FHT off) → No simplification + Single zone building
  • Semantic merge + Stack (IWHT off, FHT off) → No simplification + Stack (IWHT off)
  • Semantic merge + Stacked floor zone multiplier (IWHT off, FHT off) → No simplification + Stack (IWHT off)
  • Single zone per floor + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stack (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier (IWHT off, FHT off) → Conditioned merge + Single zone building

Supermarket · 5A

Reference c854e5d5c56b6862/R: No simplification + Stack, 6 zones, 4,181 m² conditioned; annual sensible heating 11.6 and cooling 48.7 kWh/m²; peak heating 183.6 and cooling 130.9 kW.

ZoningZonesArea change %Heating error %Cooling error %Heating CV(RMSE) %Cooling CV(RMSE) %Heating NMBE %Cooling NMBE %Peak heating error %Peak cooling error %Meets the threshold
Conditioned merge + Single zone building10.00-20.8-6.675.116.720.86.62.4-1.0no
No simplification + Single zone building10.00-20.8-6.675.116.720.86.62.4-0.9no
Perimeter core 3 m + Single zone building10.00-20.8-6.675.216.720.86.62.4-1.0no
Perimeter core 4.57 m + Single zone building10.00-20.8-6.675.216.720.86.62.4-0.9no
Perimeter core 3 m + Stack50.00-11.4-2.138.97.911.42.1-2.80.4no
Perimeter core 3 m + Stack (IWHT off)50.0040.112.194.922.5-40.1-12.1-12.20.7no
Perimeter core 4.57 m + Stack50.00-9.6-1.930.76.69.61.9-2.80.3no
Perimeter core 4.57 m + Stack (IWHT off)50.0035.710.987.520.5-35.7-10.9-13.40.4no
No simplification + Stack (IWHT off)60.0033.98.768.417.1-33.9-8.7-3.60.1no
86 zonings write the same model as a listed one and are not shown
  • Conditioned merge + Single zone per floor type → Conditioned merge + Single zone building
  • Conditioned merge + Stack → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type → No simplification + Single zone building
  • No simplification + Stacked floor zone multiplier → c854e5d5c56b6862/R
  • Perimeter core 3 m + Single zone per floor type → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Stacked floor zone multiplier → Perimeter core 3 m + Stack
  • Perimeter core 4.57 m + Single zone per floor type → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Stacked floor zone multiplier → Perimeter core 4.57 m + Stack
  • Semantic merge + Single zone building → No simplification + Single zone building
  • Semantic merge + Single zone per floor type → No simplification + Single zone building
  • Semantic merge + Stack → c854e5d5c56b6862/R
  • Semantic merge + Stacked floor zone multiplier → c854e5d5c56b6862/R
  • Single zone per floor + Single zone building → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type → Conditioned merge + Single zone building
  • Single zone per floor + Stack → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier → Conditioned merge + Single zone building
  • Conditioned merge + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stack (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier (FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone building (FHT off) → No simplification + Single zone building
  • No simplification + Single zone per floor type (FHT off) → No simplification + Single zone building
  • No simplification + Stack (FHT off) → c854e5d5c56b6862/R
  • No simplification + Stacked floor zone multiplier (FHT off) → c854e5d5c56b6862/R
  • Perimeter core 3 m + Single zone building (FHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Single zone per floor type (FHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Stack (FHT off) → Perimeter core 3 m + Stack
  • Perimeter core 3 m + Stacked floor zone multiplier (FHT off) → Perimeter core 3 m + Stack
  • Perimeter core 4.57 m + Single zone building (FHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (FHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Stack (FHT off) → Perimeter core 4.57 m + Stack
  • Perimeter core 4.57 m + Stacked floor zone multiplier (FHT off) → Perimeter core 4.57 m + Stack
  • Semantic merge + Single zone building (FHT off) → No simplification + Single zone building
  • Semantic merge + Single zone per floor type (FHT off) → No simplification + Single zone building
  • Semantic merge + Stack (FHT off) → c854e5d5c56b6862/R
  • Semantic merge + Stacked floor zone multiplier (FHT off) → c854e5d5c56b6862/R
  • Single zone per floor + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stack (FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stack (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier (IWHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone building (IWHT off) → No simplification + Single zone building
  • No simplification + Single zone per floor type (IWHT off) → No simplification + Single zone building
  • No simplification + Stacked floor zone multiplier (IWHT off) → No simplification + Stack (IWHT off)
  • Perimeter core 3 m + Single zone building (IWHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Single zone per floor type (IWHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Stacked floor zone multiplier (IWHT off) → Perimeter core 3 m + Stack (IWHT off)
  • Perimeter core 4.57 m + Single zone building (IWHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off) → Perimeter core 4.57 m + Stack (IWHT off)
  • Semantic merge + Single zone building (IWHT off) → No simplification + Single zone building
  • Semantic merge + Single zone per floor type (IWHT off) → No simplification + Single zone building
  • Semantic merge + Stack (IWHT off) → No simplification + Stack (IWHT off)
  • Semantic merge + Stacked floor zone multiplier (IWHT off) → No simplification + Stack (IWHT off)
  • Single zone per floor + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (IWHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stack (IWHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stack (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier (IWHT off, FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone building (IWHT off, FHT off) → No simplification + Single zone building
  • No simplification + Single zone per floor type (IWHT off, FHT off) → No simplification + Single zone building
  • No simplification + Stack (IWHT off, FHT off) → No simplification + Stack (IWHT off)
  • No simplification + Stacked floor zone multiplier (IWHT off, FHT off) → No simplification + Stack (IWHT off)
  • Perimeter core 3 m + Single zone building (IWHT off, FHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Single zone per floor type (IWHT off, FHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Stack (IWHT off, FHT off) → Perimeter core 3 m + Stack (IWHT off)
  • Perimeter core 3 m + Stacked floor zone multiplier (IWHT off, FHT off) → Perimeter core 3 m + Stack (IWHT off)
  • Perimeter core 4.57 m + Single zone building (IWHT off, FHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off, FHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Stack (IWHT off, FHT off) → Perimeter core 4.57 m + Stack (IWHT off)
  • Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off, FHT off) → Perimeter core 4.57 m + Stack (IWHT off)
  • Semantic merge + Single zone building (IWHT off, FHT off) → No simplification + Single zone building
  • Semantic merge + Single zone per floor type (IWHT off, FHT off) → No simplification + Single zone building
  • Semantic merge + Stack (IWHT off, FHT off) → No simplification + Stack (IWHT off)
  • Semantic merge + Stacked floor zone multiplier (IWHT off, FHT off) → No simplification + Stack (IWHT off)
  • Single zone per floor + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stack (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier (IWHT off, FHT off) → Conditioned merge + Single zone building

Warehouse · 3C

Reference 575929fdd55b0e42/R: No simplification + Stack, 3 zones, 4,598 m² conditioned; annual sensible heating 2.4 and cooling 0.8 kWh/m²; peak heating 32.7 and cooling 13.3 kW. Sensible cooling is below 1 kWh/m² and is not judged.

ZoningZonesArea change %Heating error %Cooling error %Heating CV(RMSE) %Cooling CV(RMSE) %Heating NMBE %Cooling NMBE %Peak heating error %Peak cooling error %Meets the threshold
Conditioned merge + Single zone building10.00-91.5-100.0253.2312.991.5100.0-10.5-100.0no
No simplification + Single zone building10.00-91.6-100.0253.4312.991.6100.0-10.6-100.0no
Perimeter core 3 m + Single zone building10.00-91.5-100.0253.0312.991.5100.0-10.5-100.0no
Perimeter core 4.57 m + Single zone building10.00-91.4-100.0252.9312.991.4100.0-10.5-100.0no
No simplification + Stack (IWHT off)30.00-23.026.671.3103.623.0-26.6-7.20.1no
Perimeter core 3 m + Stack50.00-53.5-60.1148.4174.153.560.10.6-51.4no
Perimeter core 3 m + Stack (IWHT off)50.00-65.0-37.3172.4215.665.037.3-7.0-27.8no
Perimeter core 4.57 m + Stack50.00-53.5-60.6147.7172.953.560.6-10.9-51.0no
Perimeter core 4.57 m + Stack (IWHT off)50.00-70.4-46.1180.4193.470.446.1-10.4-30.0no
86 zonings write the same model as a listed one and are not shown
  • Conditioned merge + Single zone per floor type → Conditioned merge + Single zone building
  • Conditioned merge + Stack → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type → No simplification + Single zone building
  • No simplification + Stacked floor zone multiplier → 575929fdd55b0e42/R
  • Perimeter core 3 m + Single zone per floor type → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Stacked floor zone multiplier → Perimeter core 3 m + Stack
  • Perimeter core 4.57 m + Single zone per floor type → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Stacked floor zone multiplier → Perimeter core 4.57 m + Stack
  • Semantic merge + Single zone building → No simplification + Single zone building
  • Semantic merge + Single zone per floor type → No simplification + Single zone building
  • Semantic merge + Stack → 575929fdd55b0e42/R
  • Semantic merge + Stacked floor zone multiplier → 575929fdd55b0e42/R
  • Single zone per floor + Single zone building → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type → Conditioned merge + Single zone building
  • Single zone per floor + Stack → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier → Conditioned merge + Single zone building
  • Conditioned merge + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stack (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier (FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone building (FHT off) → No simplification + Single zone building
  • No simplification + Single zone per floor type (FHT off) → No simplification + Single zone building
  • No simplification + Stack (FHT off) → 575929fdd55b0e42/R
  • No simplification + Stacked floor zone multiplier (FHT off) → 575929fdd55b0e42/R
  • Perimeter core 3 m + Single zone building (FHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Single zone per floor type (FHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Stack (FHT off) → Perimeter core 3 m + Stack
  • Perimeter core 3 m + Stacked floor zone multiplier (FHT off) → Perimeter core 3 m + Stack
  • Perimeter core 4.57 m + Single zone building (FHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (FHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Stack (FHT off) → Perimeter core 4.57 m + Stack
  • Perimeter core 4.57 m + Stacked floor zone multiplier (FHT off) → Perimeter core 4.57 m + Stack
  • Semantic merge + Single zone building (FHT off) → No simplification + Single zone building
  • Semantic merge + Single zone per floor type (FHT off) → No simplification + Single zone building
  • Semantic merge + Stack (FHT off) → 575929fdd55b0e42/R
  • Semantic merge + Stacked floor zone multiplier (FHT off) → 575929fdd55b0e42/R
  • Single zone per floor + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stack (FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stack (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier (IWHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone building (IWHT off) → No simplification + Single zone building
  • No simplification + Single zone per floor type (IWHT off) → No simplification + Single zone building
  • No simplification + Stacked floor zone multiplier (IWHT off) → No simplification + Stack (IWHT off)
  • Perimeter core 3 m + Single zone building (IWHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Single zone per floor type (IWHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Stacked floor zone multiplier (IWHT off) → Perimeter core 3 m + Stack (IWHT off)
  • Perimeter core 4.57 m + Single zone building (IWHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off) → Perimeter core 4.57 m + Stack (IWHT off)
  • Semantic merge + Single zone building (IWHT off) → No simplification + Single zone building
  • Semantic merge + Single zone per floor type (IWHT off) → No simplification + Single zone building
  • Semantic merge + Stack (IWHT off) → No simplification + Stack (IWHT off)
  • Semantic merge + Stacked floor zone multiplier (IWHT off) → No simplification + Stack (IWHT off)
  • Single zone per floor + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (IWHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stack (IWHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stack (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier (IWHT off, FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone building (IWHT off, FHT off) → No simplification + Single zone building
  • No simplification + Single zone per floor type (IWHT off, FHT off) → No simplification + Single zone building
  • No simplification + Stack (IWHT off, FHT off) → No simplification + Stack (IWHT off)
  • No simplification + Stacked floor zone multiplier (IWHT off, FHT off) → No simplification + Stack (IWHT off)
  • Perimeter core 3 m + Single zone building (IWHT off, FHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Single zone per floor type (IWHT off, FHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Stack (IWHT off, FHT off) → Perimeter core 3 m + Stack (IWHT off)
  • Perimeter core 3 m + Stacked floor zone multiplier (IWHT off, FHT off) → Perimeter core 3 m + Stack (IWHT off)
  • Perimeter core 4.57 m + Single zone building (IWHT off, FHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off, FHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Stack (IWHT off, FHT off) → Perimeter core 4.57 m + Stack (IWHT off)
  • Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off, FHT off) → Perimeter core 4.57 m + Stack (IWHT off)
  • Semantic merge + Single zone building (IWHT off, FHT off) → No simplification + Single zone building
  • Semantic merge + Single zone per floor type (IWHT off, FHT off) → No simplification + Single zone building
  • Semantic merge + Stack (IWHT off, FHT off) → No simplification + Stack (IWHT off)
  • Semantic merge + Stacked floor zone multiplier (IWHT off, FHT off) → No simplification + Stack (IWHT off)
  • Single zone per floor + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stack (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier (IWHT off, FHT off) → Conditioned merge + Single zone building

Warehouse · 5A

Reference 71c25b12627b2672/R: No simplification + Stack, 3 zones, 4,598 m² conditioned; annual sensible heating 56.7 and cooling 1.3 kWh/m²; peak heating 205.3 and cooling 27.2 kW.

ZoningZonesArea change %Heating error %Cooling error %Heating CV(RMSE) %Cooling CV(RMSE) %Heating NMBE %Cooling NMBE %Peak heating error %Peak cooling error %Meets the threshold
Conditioned merge + Single zone building10.00-5.0-100.012.6415.05.0100.0-0.9-100.0no
No simplification + Single zone building10.00-5.1-100.012.6415.05.1100.0-0.9-100.0no
Perimeter core 3 m + Single zone building10.00-5.0-100.012.6415.05.0100.0-0.9-100.0no
Perimeter core 4.57 m + Single zone building10.00-5.0-100.012.6415.05.0100.0-0.9-100.0no
No simplification + Stack (IWHT off)30.00-1.11.03.950.81.1-1.00.1-7.3no
Perimeter core 3 m + Stack50.00-2.3-67.09.3272.82.367.01.7-67.1no
Perimeter core 3 m + Stack (IWHT off)50.00-2.7-75.410.4317.42.775.41.7-73.8no
Perimeter core 4.57 m + Stack50.00-2.2-62.49.0253.12.262.41.6-62.9no
Perimeter core 4.57 m + Stack (IWHT off)50.00-2.9-71.310.4297.72.971.31.5-70.6no
86 zonings write the same model as a listed one and are not shown
  • Conditioned merge + Single zone per floor type → Conditioned merge + Single zone building
  • Conditioned merge + Stack → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type → No simplification + Single zone building
  • No simplification + Stacked floor zone multiplier → 71c25b12627b2672/R
  • Perimeter core 3 m + Single zone per floor type → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Stacked floor zone multiplier → Perimeter core 3 m + Stack
  • Perimeter core 4.57 m + Single zone per floor type → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Stacked floor zone multiplier → Perimeter core 4.57 m + Stack
  • Semantic merge + Single zone building → No simplification + Single zone building
  • Semantic merge + Single zone per floor type → No simplification + Single zone building
  • Semantic merge + Stack → 71c25b12627b2672/R
  • Semantic merge + Stacked floor zone multiplier → 71c25b12627b2672/R
  • Single zone per floor + Single zone building → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type → Conditioned merge + Single zone building
  • Single zone per floor + Stack → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier → Conditioned merge + Single zone building
  • Conditioned merge + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stack (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier (FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone building (FHT off) → No simplification + Single zone building
  • No simplification + Single zone per floor type (FHT off) → No simplification + Single zone building
  • No simplification + Stack (FHT off) → 71c25b12627b2672/R
  • No simplification + Stacked floor zone multiplier (FHT off) → 71c25b12627b2672/R
  • Perimeter core 3 m + Single zone building (FHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Single zone per floor type (FHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Stack (FHT off) → Perimeter core 3 m + Stack
  • Perimeter core 3 m + Stacked floor zone multiplier (FHT off) → Perimeter core 3 m + Stack
  • Perimeter core 4.57 m + Single zone building (FHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (FHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Stack (FHT off) → Perimeter core 4.57 m + Stack
  • Perimeter core 4.57 m + Stacked floor zone multiplier (FHT off) → Perimeter core 4.57 m + Stack
  • Semantic merge + Single zone building (FHT off) → No simplification + Single zone building
  • Semantic merge + Single zone per floor type (FHT off) → No simplification + Single zone building
  • Semantic merge + Stack (FHT off) → 71c25b12627b2672/R
  • Semantic merge + Stacked floor zone multiplier (FHT off) → 71c25b12627b2672/R
  • Single zone per floor + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stack (FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stack (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier (IWHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone building (IWHT off) → No simplification + Single zone building
  • No simplification + Single zone per floor type (IWHT off) → No simplification + Single zone building
  • No simplification + Stacked floor zone multiplier (IWHT off) → No simplification + Stack (IWHT off)
  • Perimeter core 3 m + Single zone building (IWHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Single zone per floor type (IWHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Stacked floor zone multiplier (IWHT off) → Perimeter core 3 m + Stack (IWHT off)
  • Perimeter core 4.57 m + Single zone building (IWHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off) → Perimeter core 4.57 m + Stack (IWHT off)
  • Semantic merge + Single zone building (IWHT off) → No simplification + Single zone building
  • Semantic merge + Single zone per floor type (IWHT off) → No simplification + Single zone building
  • Semantic merge + Stack (IWHT off) → No simplification + Stack (IWHT off)
  • Semantic merge + Stacked floor zone multiplier (IWHT off) → No simplification + Stack (IWHT off)
  • Single zone per floor + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (IWHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stack (IWHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stack (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier (IWHT off, FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone building (IWHT off, FHT off) → No simplification + Single zone building
  • No simplification + Single zone per floor type (IWHT off, FHT off) → No simplification + Single zone building
  • No simplification + Stack (IWHT off, FHT off) → No simplification + Stack (IWHT off)
  • No simplification + Stacked floor zone multiplier (IWHT off, FHT off) → No simplification + Stack (IWHT off)
  • Perimeter core 3 m + Single zone building (IWHT off, FHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Single zone per floor type (IWHT off, FHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Stack (IWHT off, FHT off) → Perimeter core 3 m + Stack (IWHT off)
  • Perimeter core 3 m + Stacked floor zone multiplier (IWHT off, FHT off) → Perimeter core 3 m + Stack (IWHT off)
  • Perimeter core 4.57 m + Single zone building (IWHT off, FHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off, FHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Stack (IWHT off, FHT off) → Perimeter core 4.57 m + Stack (IWHT off)
  • Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off, FHT off) → Perimeter core 4.57 m + Stack (IWHT off)
  • Semantic merge + Single zone building (IWHT off, FHT off) → No simplification + Single zone building
  • Semantic merge + Single zone per floor type (IWHT off, FHT off) → No simplification + Single zone building
  • Semantic merge + Stack (IWHT off, FHT off) → No simplification + Stack (IWHT off)
  • Semantic merge + Stacked floor zone multiplier (IWHT off, FHT off) → No simplification + Stack (IWHT off)
  • Single zone per floor + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stack (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier (IWHT off, FHT off) → Conditioned merge + Single zone building

Primary school · 3C

Reference be331b9f5dd623b3/R: No simplification + Stack, 25 zones, 6,871 m² conditioned; annual sensible heating 0.0 and cooling 52.9 kWh/m²; peak heating 14.1 and cooling 238.8 kW. Sensible heating is below 1 kWh/m² and is not judged.

ZoningZonesArea change %Heating error %Cooling error %Heating CV(RMSE) %Cooling CV(RMSE) %Heating NMBE %Cooling NMBE %Peak heating error %Peak cooling error %Meets the threshold
Semantic merge + Stack140.00–-0.3–1.2–0.3-23.6-0.1yes
Semantic merge + Stack (IWHT off)140.00–0.9–3.2–-0.9140.7-1.2yes
Perimeter core 3 m + Stack150.00–-1.3–6.3–1.3156.4-0.5yes
Perimeter core 3 m + Stack (IWHT off)150.00–7.3–19.4–-7.3659.00.8yes
Perimeter core 4.57 m + Stack150.00–-2.5–5.5–2.5115.2-0.9yes
Perimeter core 4.57 m + Stack (IWHT off)150.00–2.1–12.0–-2.1511.5-0.4yes
No simplification + Stack (IWHT off)250.00–1.4–3.6–-1.4179.6-1.2yes
84 zonings write the same model as a listed one and are not shown
  • Conditioned merge + Single zone per floor type → Conditioned merge + Single zone building
  • Conditioned merge + Stack → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type → No simplification + Single zone building
  • No simplification + Stacked floor zone multiplier → be331b9f5dd623b3/R
  • Perimeter core 3 m + Single zone per floor type → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Stacked floor zone multiplier → Perimeter core 3 m + Stack
  • Perimeter core 4.57 m + Single zone per floor type → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Stacked floor zone multiplier → Perimeter core 4.57 m + Stack
  • Semantic merge + Single zone building → No simplification + Single zone building
  • Semantic merge + Single zone per floor type → No simplification + Single zone building
  • Semantic merge + Stacked floor zone multiplier → Semantic merge + Stack
  • Single zone per floor + Single zone building → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type → Conditioned merge + Single zone building
  • Single zone per floor + Stack → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier → Conditioned merge + Single zone building
  • Conditioned merge + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stack (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier (FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone building (FHT off) → No simplification + Single zone building
  • No simplification + Single zone per floor type (FHT off) → No simplification + Single zone building
  • No simplification + Stack (FHT off) → be331b9f5dd623b3/R
  • No simplification + Stacked floor zone multiplier (FHT off) → be331b9f5dd623b3/R
  • Perimeter core 3 m + Single zone building (FHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Single zone per floor type (FHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Stack (FHT off) → Perimeter core 3 m + Stack
  • Perimeter core 3 m + Stacked floor zone multiplier (FHT off) → Perimeter core 3 m + Stack
  • Perimeter core 4.57 m + Single zone building (FHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (FHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Stack (FHT off) → Perimeter core 4.57 m + Stack
  • Perimeter core 4.57 m + Stacked floor zone multiplier (FHT off) → Perimeter core 4.57 m + Stack
  • Semantic merge + Single zone building (FHT off) → No simplification + Single zone building
  • Semantic merge + Single zone per floor type (FHT off) → No simplification + Single zone building
  • Semantic merge + Stack (FHT off) → Semantic merge + Stack
  • Semantic merge + Stacked floor zone multiplier (FHT off) → Semantic merge + Stack
  • Single zone per floor + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stack (FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stack (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier (IWHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone building (IWHT off) → No simplification + Single zone building
  • No simplification + Single zone per floor type (IWHT off) → No simplification + Single zone building
  • No simplification + Stacked floor zone multiplier (IWHT off) → No simplification + Stack (IWHT off)
  • Perimeter core 3 m + Single zone building (IWHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Single zone per floor type (IWHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Stacked floor zone multiplier (IWHT off) → Perimeter core 3 m + Stack (IWHT off)
  • Perimeter core 4.57 m + Single zone building (IWHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off) → Perimeter core 4.57 m + Stack (IWHT off)
  • Semantic merge + Single zone building (IWHT off) → No simplification + Single zone building
  • Semantic merge + Single zone per floor type (IWHT off) → No simplification + Single zone building
  • Semantic merge + Stacked floor zone multiplier (IWHT off) → Semantic merge + Stack (IWHT off)
  • Single zone per floor + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (IWHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stack (IWHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stack (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier (IWHT off, FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone building (IWHT off, FHT off) → No simplification + Single zone building
  • No simplification + Single zone per floor type (IWHT off, FHT off) → No simplification + Single zone building
  • No simplification + Stack (IWHT off, FHT off) → No simplification + Stack (IWHT off)
  • No simplification + Stacked floor zone multiplier (IWHT off, FHT off) → No simplification + Stack (IWHT off)
  • Perimeter core 3 m + Single zone building (IWHT off, FHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Single zone per floor type (IWHT off, FHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Stack (IWHT off, FHT off) → Perimeter core 3 m + Stack (IWHT off)
  • Perimeter core 3 m + Stacked floor zone multiplier (IWHT off, FHT off) → Perimeter core 3 m + Stack (IWHT off)
  • Perimeter core 4.57 m + Single zone building (IWHT off, FHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off, FHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Stack (IWHT off, FHT off) → Perimeter core 4.57 m + Stack (IWHT off)
  • Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off, FHT off) → Perimeter core 4.57 m + Stack (IWHT off)
  • Semantic merge + Single zone building (IWHT off, FHT off) → No simplification + Single zone building
  • Semantic merge + Single zone per floor type (IWHT off, FHT off) → No simplification + Single zone building
  • Semantic merge + Stack (IWHT off, FHT off) → Semantic merge + Stack (IWHT off)
  • Semantic merge + Stacked floor zone multiplier (IWHT off, FHT off) → Semantic merge + Stack (IWHT off)
  • Single zone per floor + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stack (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier (IWHT off, FHT off) → Conditioned merge + Single zone building

Primary school · 5A

Reference 1ac9bfa028a6bead/R: No simplification + Stack, 25 zones, 6,871 m² conditioned; annual sensible heating 6.6 and cooling 44.0 kWh/m²; peak heating 414.8 and cooling 268.3 kW.

ZoningZonesArea change %Heating error %Cooling error %Heating CV(RMSE) %Cooling CV(RMSE) %Heating NMBE %Cooling NMBE %Peak heating error %Peak cooling error %Meets the threshold
Conditioned merge + Single zone building10.00-29.0-11.4104.822.229.011.4-1.5-2.8no
No simplification + Single zone building10.00-29.0-11.4104.822.229.011.4-1.5-2.8no
Perimeter core 3 m + Single zone building10.00-29.0-11.4104.822.229.011.4-1.5-2.8no
Perimeter core 4.57 m + Single zone building10.00-29.0-11.4104.822.229.011.4-1.5-2.8no
Semantic merge + Stack (IWHT off)140.0017.63.155.07.0-17.6-3.10.8-0.6no
Perimeter core 3 m + Stack150.00-10.8-6.592.213.510.86.5-9.1-1.2no
Perimeter core 3 m + Stack (IWHT off)150.0042.03.8212.519.2-42.0-3.8-32.5-1.1no
Perimeter core 4.57 m + Stack150.00-16.0-7.377.914.516.07.3-6.0-1.5no
Perimeter core 4.57 m + Stack (IWHT off)150.0017.4-0.9147.111.4-17.40.9-23.7-1.5no
No simplification + Stack (IWHT off)250.0023.13.959.48.3-23.1-3.90.7-0.5no
84 zonings write the same model as a listed one and are not shown
  • Conditioned merge + Single zone per floor type → Conditioned merge + Single zone building
  • Conditioned merge + Stack → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type → No simplification + Single zone building
  • No simplification + Stacked floor zone multiplier → 1ac9bfa028a6bead/R
  • Perimeter core 3 m + Single zone per floor type → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Stacked floor zone multiplier → Perimeter core 3 m + Stack
  • Perimeter core 4.57 m + Single zone per floor type → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Stacked floor zone multiplier → Perimeter core 4.57 m + Stack
  • Semantic merge + Single zone building → No simplification + Single zone building
  • Semantic merge + Single zone per floor type → No simplification + Single zone building
  • Semantic merge + Stacked floor zone multiplier → Semantic merge + Stack
  • Single zone per floor + Single zone building → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type → Conditioned merge + Single zone building
  • Single zone per floor + Stack → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier → Conditioned merge + Single zone building
  • Conditioned merge + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stack (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier (FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone building (FHT off) → No simplification + Single zone building
  • No simplification + Single zone per floor type (FHT off) → No simplification + Single zone building
  • No simplification + Stack (FHT off) → 1ac9bfa028a6bead/R
  • No simplification + Stacked floor zone multiplier (FHT off) → 1ac9bfa028a6bead/R
  • Perimeter core 3 m + Single zone building (FHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Single zone per floor type (FHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Stack (FHT off) → Perimeter core 3 m + Stack
  • Perimeter core 3 m + Stacked floor zone multiplier (FHT off) → Perimeter core 3 m + Stack
  • Perimeter core 4.57 m + Single zone building (FHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (FHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Stack (FHT off) → Perimeter core 4.57 m + Stack
  • Perimeter core 4.57 m + Stacked floor zone multiplier (FHT off) → Perimeter core 4.57 m + Stack
  • Semantic merge + Single zone building (FHT off) → No simplification + Single zone building
  • Semantic merge + Single zone per floor type (FHT off) → No simplification + Single zone building
  • Semantic merge + Stack (FHT off) → Semantic merge + Stack
  • Semantic merge + Stacked floor zone multiplier (FHT off) → Semantic merge + Stack
  • Single zone per floor + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stack (FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stack (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier (IWHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone building (IWHT off) → No simplification + Single zone building
  • No simplification + Single zone per floor type (IWHT off) → No simplification + Single zone building
  • No simplification + Stacked floor zone multiplier (IWHT off) → No simplification + Stack (IWHT off)
  • Perimeter core 3 m + Single zone building (IWHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Single zone per floor type (IWHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Stacked floor zone multiplier (IWHT off) → Perimeter core 3 m + Stack (IWHT off)
  • Perimeter core 4.57 m + Single zone building (IWHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off) → Perimeter core 4.57 m + Stack (IWHT off)
  • Semantic merge + Single zone building (IWHT off) → No simplification + Single zone building
  • Semantic merge + Single zone per floor type (IWHT off) → No simplification + Single zone building
  • Semantic merge + Stacked floor zone multiplier (IWHT off) → Semantic merge + Stack (IWHT off)
  • Single zone per floor + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (IWHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stack (IWHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stack (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Stacked floor zone multiplier (IWHT off, FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone building (IWHT off, FHT off) → No simplification + Single zone building
  • No simplification + Single zone per floor type (IWHT off, FHT off) → No simplification + Single zone building
  • No simplification + Stack (IWHT off, FHT off) → No simplification + Stack (IWHT off)
  • No simplification + Stacked floor zone multiplier (IWHT off, FHT off) → No simplification + Stack (IWHT off)
  • Perimeter core 3 m + Single zone building (IWHT off, FHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Single zone per floor type (IWHT off, FHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Stack (IWHT off, FHT off) → Perimeter core 3 m + Stack (IWHT off)
  • Perimeter core 3 m + Stacked floor zone multiplier (IWHT off, FHT off) → Perimeter core 3 m + Stack (IWHT off)
  • Perimeter core 4.57 m + Single zone building (IWHT off, FHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off, FHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Stack (IWHT off, FHT off) → Perimeter core 4.57 m + Stack (IWHT off)
  • Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off, FHT off) → Perimeter core 4.57 m + Stack (IWHT off)
  • Semantic merge + Single zone building (IWHT off, FHT off) → No simplification + Single zone building
  • Semantic merge + Single zone per floor type (IWHT off, FHT off) → No simplification + Single zone building
  • Semantic merge + Stack (IWHT off, FHT off) → Semantic merge + Stack (IWHT off)
  • Semantic merge + Stacked floor zone multiplier (IWHT off, FHT off) → Semantic merge + Stack (IWHT off)
  • Single zone per floor + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stack (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Stacked floor zone multiplier (IWHT off, FHT off) → Conditioned merge + Single zone building

Small hotel · 3C

Reference 466c2fd553818a4f/R: No simplification + Stack, 67 zones, 3,953 m² conditioned; annual sensible heating 0.0 and cooling 68.4 kWh/m²; peak heating 1.3 and cooling 83.8 kW. Sensible heating is below 1 kWh/m² and is not judged.

ZoningZonesArea change %Heating error %Cooling error %Heating CV(RMSE) %Cooling CV(RMSE) %Heating NMBE %Cooling NMBE %Peak heating error %Peak cooling error %Meets the threshold
Conditioned merge + Single zone building11.52–-10.3–21.9–10.3-100.012.1no
Perimeter core 3 m + Single zone building11.52–-10.2–21.9–10.2-100.012.2no
Perimeter core 4.57 m + Single zone building11.52–-10.2–21.9–10.2-100.012.2no
Conditioned merge + Single zone per floor type41.52–-11.1–12.5–11.1-100.0-4.8no
Perimeter core 3 m + Single zone per floor type41.52–-11.1–12.4–11.1-100.0-4.8no
Perimeter core 3 m + Single zone per floor type (FHT off)41.52–-9.8–12.4–9.8272.5-2.9no
Perimeter core 4.57 m + Single zone per floor type41.52–-11.1–12.4–11.1-100.0-4.8no
Perimeter core 4.57 m + Single zone per floor type (FHT off)41.52–-9.7–12.4–9.7272.6-2.9no
Single zone per floor + Stacked floor zone multiplier41.52–-9.8–12.5–9.8271.9-2.9no
Conditioned merge + Stack80.00–-10.3–10.6–10.3-100.0-3.2no
Perimeter core 3 m + Stack201.52–-4.6–6.8–4.6-26.5-4.4no
Perimeter core 3 m + Stack (IWHT off)201.52–-2.3–7.1–2.395.7-5.3no
Perimeter core 3 m + Stacked floor zone multiplier201.52–-3.6–8.0–3.6263.6-3.3no
Perimeter core 3 m + Stacked floor zone multiplier (IWHT off)201.52–-0.9–8.3–0.9271.0-5.9no
Perimeter core 4.57 m + Stack201.52–-5.1–7.0–5.1-47.7-4.8no
Perimeter core 4.57 m + Stack (IWHT off)201.52–-4.7–7.4–4.725.9-5.9no
Perimeter core 4.57 m + Stacked floor zone multiplier201.52–-4.3–8.3–4.3264.0-3.6no
Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off)201.52–-3.6–8.9–3.6195.6-4.9no
Semantic merge + Stack430.00–0.0–1.4–-0.00.9-1.2yes
Semantic merge + Stack (FHT off)430.00–0.9–3.9–-0.9273.11.0yes
Semantic merge + Stack (IWHT off)430.00–2.2–3.4–-2.2-63.1-0.9yes
Semantic merge + Stack (IWHT off, FHT off)430.00–3.0–6.4–-3.0238.21.2yes
Semantic merge + Stacked floor zone multiplier430.00–1.0–4.6–-1.0279.10.5yes
Semantic merge + Stacked floor zone multiplier (IWHT off)430.00–3.1–6.7–-3.1246.71.0yes
No simplification + Stack (FHT off)670.00–0.9–3.6–-0.9274.22.2yes
No simplification + Stack (IWHT off)670.00–2.2–2.9–-2.2-56.90.2yes
No simplification + Stack (IWHT off, FHT off)670.00–3.0–6.1–-3.0229.32.3yes
No simplification + Stacked floor zone multiplier670.00–1.0–4.2–-1.0280.31.7yes
No simplification + Stacked floor zone multiplier (IWHT off)670.00–3.1–6.4–-3.1238.52.2yes
64 zonings write the same model as a listed one and are not shown
  • No simplification + Single zone building → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type → Conditioned merge + Single zone per floor type
  • Semantic merge + Single zone building → Conditioned merge + Single zone building
  • Semantic merge + Single zone per floor type → Conditioned merge + Single zone per floor type
  • Single zone per floor + Single zone building → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type → Conditioned merge + Single zone per floor type
  • Single zone per floor + Stack → Conditioned merge + Single zone per floor type
  • Conditioned merge + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (FHT off) → Single zone per floor + Stacked floor zone multiplier
  • Conditioned merge + Stacked floor zone multiplier (FHT off) → Conditioned merge + Stacked floor zone multiplier
  • No simplification + Single zone building (FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type (FHT off) → Single zone per floor + Stacked floor zone multiplier
  • No simplification + Stacked floor zone multiplier (FHT off) → No simplification + Stacked floor zone multiplier
  • Perimeter core 3 m + Single zone building (FHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Stack (FHT off) → Perimeter core 3 m + Stacked floor zone multiplier
  • Perimeter core 3 m + Stacked floor zone multiplier (FHT off) → Perimeter core 3 m + Stacked floor zone multiplier
  • Perimeter core 4.57 m + Single zone building (FHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Stack (FHT off) → Perimeter core 4.57 m + Stacked floor zone multiplier
  • Perimeter core 4.57 m + Stacked floor zone multiplier (FHT off) → Perimeter core 4.57 m + Stacked floor zone multiplier
  • Semantic merge + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Semantic merge + Single zone per floor type (FHT off) → Single zone per floor + Stacked floor zone multiplier
  • Semantic merge + Stacked floor zone multiplier (FHT off) → Semantic merge + Stacked floor zone multiplier
  • Single zone per floor + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (FHT off) → Single zone per floor + Stacked floor zone multiplier
  • Single zone per floor + Stack (FHT off) → Single zone per floor + Stacked floor zone multiplier
  • Single zone per floor + Stacked floor zone multiplier (FHT off) → Single zone per floor + Stacked floor zone multiplier
  • Conditioned merge + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (IWHT off) → Conditioned merge + Single zone per floor type
  • Conditioned merge + Stack (IWHT off) → Conditioned merge + Stack
  • Conditioned merge + Stacked floor zone multiplier (IWHT off) → Conditioned merge + Stacked floor zone multiplier
  • No simplification + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type (IWHT off) → Conditioned merge + Single zone per floor type
  • Perimeter core 3 m + Single zone building (IWHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Single zone per floor type (IWHT off) → Perimeter core 3 m + Single zone per floor type
  • Perimeter core 4.57 m + Single zone building (IWHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off) → Perimeter core 4.57 m + Single zone per floor type
  • Semantic merge + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Semantic merge + Single zone per floor type (IWHT off) → Conditioned merge + Single zone per floor type
  • Single zone per floor + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (IWHT off) → Conditioned merge + Single zone per floor type
  • Single zone per floor + Stack (IWHT off) → Conditioned merge + Single zone per floor type
  • Single zone per floor + Stacked floor zone multiplier (IWHT off) → Single zone per floor + Stacked floor zone multiplier
  • Conditioned merge + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (IWHT off, FHT off) → Single zone per floor + Stacked floor zone multiplier
  • Conditioned merge + Stack (IWHT off, FHT off) → Conditioned merge + Stack (FHT off)
  • Conditioned merge + Stacked floor zone multiplier (IWHT off, FHT off) → Conditioned merge + Stacked floor zone multiplier
  • No simplification + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type (IWHT off, FHT off) → Single zone per floor + Stacked floor zone multiplier
  • No simplification + Stacked floor zone multiplier (IWHT off, FHT off) → No simplification + Stacked floor zone multiplier (IWHT off)
  • Perimeter core 3 m + Single zone building (IWHT off, FHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Single zone per floor type (IWHT off, FHT off) → Perimeter core 3 m + Single zone per floor type (FHT off)
  • Perimeter core 3 m + Stack (IWHT off, FHT off) → Perimeter core 3 m + Stacked floor zone multiplier (IWHT off)
  • Perimeter core 3 m + Stacked floor zone multiplier (IWHT off, FHT off) → Perimeter core 3 m + Stacked floor zone multiplier (IWHT off)
  • Perimeter core 4.57 m + Single zone building (IWHT off, FHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off, FHT off) → Perimeter core 4.57 m + Single zone per floor type (FHT off)
  • Perimeter core 4.57 m + Stack (IWHT off, FHT off) → Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off)
  • Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off, FHT off) → Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off)
  • Semantic merge + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Semantic merge + Single zone per floor type (IWHT off, FHT off) → Single zone per floor + Stacked floor zone multiplier
  • Semantic merge + Stacked floor zone multiplier (IWHT off, FHT off) → Semantic merge + Stacked floor zone multiplier (IWHT off)
  • Single zone per floor + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (IWHT off, FHT off) → Single zone per floor + Stacked floor zone multiplier
  • Single zone per floor + Stack (IWHT off, FHT off) → Single zone per floor + Stacked floor zone multiplier
  • Single zone per floor + Stacked floor zone multiplier (IWHT off, FHT off) → Single zone per floor + Stacked floor zone multiplier

Small hotel · 5A

Reference 12c9977c5b55ab04/R: No simplification + Stack, 67 zones, 3,953 m² conditioned; annual sensible heating 4.5 and cooling 59.8 kWh/m²; peak heating 27.3 and cooling 93.7 kW.

ZoningZonesArea change %Heating error %Cooling error %Heating CV(RMSE) %Cooling CV(RMSE) %Heating NMBE %Cooling NMBE %Peak heating error %Peak cooling error %Meets the threshold
Conditioned merge + Single zone building11.52-96.3-19.5213.739.796.319.5-4.79.7no
Perimeter core 3 m + Single zone building11.52-96.3-19.4213.539.796.319.4-4.59.7no
Perimeter core 4.57 m + Single zone building11.52-96.3-19.4213.539.796.319.4-4.59.7no
Conditioned merge + Single zone per floor type41.52-44.0-12.782.914.944.012.7-22.0-4.4no
Perimeter core 3 m + Single zone per floor type41.52-43.8-12.682.414.843.812.6-21.8-4.3no
Perimeter core 3 m + Single zone per floor type (FHT off)41.5232.3-5.178.012.6-32.35.17.9-2.5no
Perimeter core 4.57 m + Single zone per floor type41.52-43.8-12.682.414.843.812.6-21.8-4.3no
Perimeter core 4.57 m + Single zone per floor type (FHT off)41.5232.3-5.078.012.6-32.35.07.9-2.5no
Single zone per floor + Stacked floor zone multiplier41.5232.1-5.177.712.6-32.15.17.9-2.6no
Conditioned merge + Stack80.00-45.0-12.783.814.245.012.7-23.9-3.4no
Conditioned merge + Stack (FHT off)80.0027.0-5.967.010.1-27.05.94.9-1.3no
Conditioned merge + Stacked floor zone multiplier80.0036.2-4.984.910.9-36.24.97.9-1.4no
Perimeter core 3 m + Stack201.52-23.8-5.345.77.923.85.3-12.7-3.2no
Perimeter core 3 m + Stack (IWHT off)201.5219.40.952.912.3-19.4-0.94.4-3.3no
Perimeter core 3 m + Stacked floor zone multiplier201.5240.60.382.210.2-40.6-0.35.8-1.8no
Perimeter core 3 m + Stacked floor zone multiplier (IWHT off)201.5268.45.2125.016.3-68.4-5.213.6-2.4no
Perimeter core 4.57 m + Stack201.52-23.6-5.544.27.823.65.5-11.7-3.8no
Perimeter core 4.57 m + Stack (IWHT off)201.522.4-1.928.410.0-2.41.92.4-3.4no
Perimeter core 4.57 m + Stacked floor zone multiplier201.5240.5-0.182.410.1-40.50.15.4-2.4no
Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off)201.5255.62.6105.414.3-55.6-2.612.7-2.0no
Semantic merge + Stack (FHT off)430.0046.63.880.47.1-46.6-3.813.70.8no
Semantic merge + Stack (IWHT off)430.00-14.42.425.74.014.4-2.4-2.6-2.1no
Semantic merge + Stack (IWHT off, FHT off)430.0036.37.069.611.0-36.3-7.016.4-0.1no
Semantic merge + Stacked floor zone multiplier430.0057.04.798.18.6-57.0-4.716.60.7no
Semantic merge + Stacked floor zone multiplier (IWHT off)430.0046.17.986.812.3-46.1-7.919.4-0.2no
No simplification + Stack (FHT off)670.0048.24.083.46.9-48.2-4.013.72.0no
No simplification + Stack (IWHT off)670.00-9.02.917.64.29.0-2.9-1.0-0.9yes
No simplification + Stack (IWHT off, FHT off)670.0039.27.275.111.0-39.2-7.211.91.0no
No simplification + Stacked floor zone multiplier670.0057.64.999.48.4-57.6-4.913.11.8no
No simplification + Stacked floor zone multiplier (IWHT off)670.0046.97.987.712.1-46.9-7.915.00.9no
64 zonings write the same model as a listed one and are not shown
  • No simplification + Single zone building → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type → Conditioned merge + Single zone per floor type
  • Semantic merge + Single zone building → Conditioned merge + Single zone building
  • Semantic merge + Single zone per floor type → Conditioned merge + Single zone per floor type
  • Single zone per floor + Single zone building → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type → Conditioned merge + Single zone per floor type
  • Single zone per floor + Stack → Conditioned merge + Single zone per floor type
  • Conditioned merge + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (FHT off) → Single zone per floor + Stacked floor zone multiplier
  • Conditioned merge + Stacked floor zone multiplier (FHT off) → Conditioned merge + Stacked floor zone multiplier
  • No simplification + Single zone building (FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type (FHT off) → Single zone per floor + Stacked floor zone multiplier
  • No simplification + Stacked floor zone multiplier (FHT off) → No simplification + Stacked floor zone multiplier
  • Perimeter core 3 m + Single zone building (FHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Stack (FHT off) → Perimeter core 3 m + Stacked floor zone multiplier
  • Perimeter core 3 m + Stacked floor zone multiplier (FHT off) → Perimeter core 3 m + Stacked floor zone multiplier
  • Perimeter core 4.57 m + Single zone building (FHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Stack (FHT off) → Perimeter core 4.57 m + Stacked floor zone multiplier
  • Perimeter core 4.57 m + Stacked floor zone multiplier (FHT off) → Perimeter core 4.57 m + Stacked floor zone multiplier
  • Semantic merge + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Semantic merge + Single zone per floor type (FHT off) → Single zone per floor + Stacked floor zone multiplier
  • Semantic merge + Stacked floor zone multiplier (FHT off) → Semantic merge + Stacked floor zone multiplier
  • Single zone per floor + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (FHT off) → Single zone per floor + Stacked floor zone multiplier
  • Single zone per floor + Stack (FHT off) → Single zone per floor + Stacked floor zone multiplier
  • Single zone per floor + Stacked floor zone multiplier (FHT off) → Single zone per floor + Stacked floor zone multiplier
  • Conditioned merge + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (IWHT off) → Conditioned merge + Single zone per floor type
  • Conditioned merge + Stack (IWHT off) → Conditioned merge + Stack
  • Conditioned merge + Stacked floor zone multiplier (IWHT off) → Conditioned merge + Stacked floor zone multiplier
  • No simplification + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type (IWHT off) → Conditioned merge + Single zone per floor type
  • Perimeter core 3 m + Single zone building (IWHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Single zone per floor type (IWHT off) → Perimeter core 3 m + Single zone per floor type
  • Perimeter core 4.57 m + Single zone building (IWHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off) → Perimeter core 4.57 m + Single zone per floor type
  • Semantic merge + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Semantic merge + Single zone per floor type (IWHT off) → Conditioned merge + Single zone per floor type
  • Single zone per floor + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (IWHT off) → Conditioned merge + Single zone per floor type
  • Single zone per floor + Stack (IWHT off) → Conditioned merge + Single zone per floor type
  • Single zone per floor + Stacked floor zone multiplier (IWHT off) → Single zone per floor + Stacked floor zone multiplier
  • Conditioned merge + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (IWHT off, FHT off) → Single zone per floor + Stacked floor zone multiplier
  • Conditioned merge + Stack (IWHT off, FHT off) → Conditioned merge + Stack (FHT off)
  • Conditioned merge + Stacked floor zone multiplier (IWHT off, FHT off) → Conditioned merge + Stacked floor zone multiplier
  • No simplification + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type (IWHT off, FHT off) → Single zone per floor + Stacked floor zone multiplier
  • No simplification + Stacked floor zone multiplier (IWHT off, FHT off) → No simplification + Stacked floor zone multiplier (IWHT off)
  • Perimeter core 3 m + Single zone building (IWHT off, FHT off) → Perimeter core 3 m + Single zone building
  • Perimeter core 3 m + Single zone per floor type (IWHT off, FHT off) → Perimeter core 3 m + Single zone per floor type (FHT off)
  • Perimeter core 3 m + Stack (IWHT off, FHT off) → Perimeter core 3 m + Stacked floor zone multiplier (IWHT off)
  • Perimeter core 3 m + Stacked floor zone multiplier (IWHT off, FHT off) → Perimeter core 3 m + Stacked floor zone multiplier (IWHT off)
  • Perimeter core 4.57 m + Single zone building (IWHT off, FHT off) → Perimeter core 4.57 m + Single zone building
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off, FHT off) → Perimeter core 4.57 m + Single zone per floor type (FHT off)
  • Perimeter core 4.57 m + Stack (IWHT off, FHT off) → Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off)
  • Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off, FHT off) → Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off)
  • Semantic merge + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Semantic merge + Single zone per floor type (IWHT off, FHT off) → Single zone per floor + Stacked floor zone multiplier
  • Semantic merge + Stacked floor zone multiplier (IWHT off, FHT off) → Semantic merge + Stacked floor zone multiplier (IWHT off)
  • Single zone per floor + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (IWHT off, FHT off) → Single zone per floor + Stacked floor zone multiplier
  • Single zone per floor + Stack (IWHT off, FHT off) → Single zone per floor + Stacked floor zone multiplier
  • Single zone per floor + Stacked floor zone multiplier (IWHT off, FHT off) → Single zone per floor + Stacked floor zone multiplier

Large hotel · 3C

Reference 854fe2af02cf7eb6/R: No simplification + Stack, 42 zones, 9,366 m² conditioned; annual sensible heating 1.7 and cooling 86.3 kWh/m²; peak heating 27.5 and cooling 210.6 kW.

ZoningZonesArea change %Heating error %Cooling error %Heating CV(RMSE) %Cooling CV(RMSE) %Heating NMBE %Cooling NMBE %Peak heating error %Peak cooling error %Meets the threshold
Conditioned merge + Stacked floor zone multiplier60.00-17.5-4.744.65.617.54.7-1.8-3.9no
Conditioned merge + Stack150.00-35.0-5.057.95.835.05.0-8.1-2.6no
Conditioned merge + Stack (FHT off)150.00-18.4-4.544.85.518.44.5-2.4-3.8no
Semantic merge + Stacked floor zone multiplier180.0019.50.335.20.6-19.5-0.34.9-0.4no
Semantic merge + Stacked floor zone multiplier (IWHT off)180.00103.72.8133.43.1-103.7-2.822.2-0.1no
No simplification + Stacked floor zone multiplier210.0021.70.438.00.6-21.7-0.45.1-0.0no
No simplification + Stacked floor zone multiplier (IWHT off)210.00107.52.9138.53.2-107.5-2.922.50.2no
Semantic merge + Stack (FHT off)330.0018.50.433.40.6-18.5-0.44.2-0.3no
Semantic merge + Stack (IWHT off)330.0078.62.496.52.6-78.6-2.417.4-0.2no
Semantic merge + Stack (IWHT off, FHT off)330.00102.63.0131.73.2-102.6-3.021.6-0.0no
No simplification + Stack (FHT off)420.0020.60.536.20.6-20.6-0.54.50.0no
No simplification + Stack (IWHT off)420.0082.22.5101.32.6-82.2-2.517.70.1no
No simplification + Stack (IWHT off, FHT off)420.00106.43.1136.83.3-106.4-3.121.90.2no
72 zonings not generated: the generator refuses them by a documented limit, so they were never simulated
  • Conditioned merge + Single zone building: the zoning does not support the prototype's multiplied rooms
  • Conditioned merge + Single zone per floor type: the zoning does not support the prototype's multiplied rooms
  • No simplification + Single zone building: the zoning does not support the prototype's multiplied rooms
  • No simplification + Single zone per floor type: the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Single zone building: the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Single zone per floor type: the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Stack: the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Stacked floor zone multiplier: the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Single zone building: the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Single zone per floor type: the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Stack: the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Stacked floor zone multiplier: the zoning does not support the prototype's multiplied rooms
  • Semantic merge + Single zone building: the zoning does not support the prototype's multiplied rooms
  • Semantic merge + Single zone per floor type: the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Single zone building: the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Single zone per floor type: the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Stack: the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Stacked floor zone multiplier: the zoning does not support the prototype's multiplied rooms
  • Conditioned merge + Single zone building (FHT off): the zoning does not support the prototype's multiplied rooms
  • Conditioned merge + Single zone per floor type (FHT off): the zoning does not support the prototype's multiplied rooms
  • No simplification + Single zone building (FHT off): the zoning does not support the prototype's multiplied rooms
  • No simplification + Single zone per floor type (FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Single zone building (FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Single zone per floor type (FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Stack (FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Stacked floor zone multiplier (FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Single zone building (FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Single zone per floor type (FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Stack (FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Stacked floor zone multiplier (FHT off): the zoning does not support the prototype's multiplied rooms
  • Semantic merge + Single zone building (FHT off): the zoning does not support the prototype's multiplied rooms
  • Semantic merge + Single zone per floor type (FHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Single zone building (FHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Single zone per floor type (FHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Stack (FHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Stacked floor zone multiplier (FHT off): the zoning does not support the prototype's multiplied rooms
  • Conditioned merge + Single zone building (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Conditioned merge + Single zone per floor type (IWHT off): the zoning does not support the prototype's multiplied rooms
  • No simplification + Single zone building (IWHT off): the zoning does not support the prototype's multiplied rooms
  • No simplification + Single zone per floor type (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Single zone building (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Single zone per floor type (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Stack (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Stacked floor zone multiplier (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Single zone building (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Stack (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Semantic merge + Single zone building (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Semantic merge + Single zone per floor type (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Single zone building (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Single zone per floor type (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Stack (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Stacked floor zone multiplier (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Conditioned merge + Single zone building (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Conditioned merge + Single zone per floor type (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • No simplification + Single zone building (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • No simplification + Single zone per floor type (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Single zone building (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Single zone per floor type (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Stack (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Stacked floor zone multiplier (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Single zone building (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Stack (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Semantic merge + Single zone building (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Semantic merge + Single zone per floor type (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Single zone building (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Single zone per floor type (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Stack (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Stacked floor zone multiplier (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
9 zonings write the same model as a listed one and are not shown
  • Conditioned merge + Stacked floor zone multiplier (FHT off) → Conditioned merge + Stacked floor zone multiplier
  • No simplification + Stacked floor zone multiplier (FHT off) → No simplification + Stacked floor zone multiplier
  • Semantic merge + Stacked floor zone multiplier (FHT off) → Semantic merge + Stacked floor zone multiplier
  • Conditioned merge + Stack (IWHT off) → Conditioned merge + Stack
  • Conditioned merge + Stacked floor zone multiplier (IWHT off) → Conditioned merge + Stacked floor zone multiplier
  • Conditioned merge + Stack (IWHT off, FHT off) → Conditioned merge + Stack (FHT off)
  • Conditioned merge + Stacked floor zone multiplier (IWHT off, FHT off) → Conditioned merge + Stacked floor zone multiplier
  • No simplification + Stacked floor zone multiplier (IWHT off, FHT off) → No simplification + Stacked floor zone multiplier (IWHT off)
  • Semantic merge + Stacked floor zone multiplier (IWHT off, FHT off) → Semantic merge + Stacked floor zone multiplier (IWHT off)

Large hotel · 5A

Reference 676a64b6997e8eef/R: No simplification + Stack, 42 zones, 9,366 m² conditioned; annual sensible heating 16.1 and cooling 83.3 kWh/m²; peak heating 142.4 and cooling 268.4 kW.

ZoningZonesArea change %Heating error %Cooling error %Heating CV(RMSE) %Cooling CV(RMSE) %Heating NMBE %Cooling NMBE %Peak heating error %Peak cooling error %Meets the threshold
Conditioned merge + Stacked floor zone multiplier60.00-10.1-7.418.59.510.17.4-9.9-2.7no
Conditioned merge + Stack150.00-14.0-8.023.010.114.08.0-11.2-2.7no
Conditioned merge + Stack (FHT off)150.00-10.6-7.319.19.410.67.3-10.2-2.7no
Semantic merge + Stacked floor zone multiplier (IWHT off)180.0016.23.520.54.2-16.2-3.53.50.1no
No simplification + Stacked floor zone multiplier210.003.50.55.00.7-3.5-0.51.1-0.1yes
No simplification + Stacked floor zone multiplier (IWHT off)210.0016.43.620.84.2-16.4-3.63.80.5no
Semantic merge + Stack330.00-0.2-0.10.70.20.20.1-0.4-0.3yes
Semantic merge + Stack (FHT off)330.002.90.54.20.7-2.9-0.50.3-0.4yes
Semantic merge + Stack (IWHT off)330.0012.43.015.63.5-12.4-3.02.30.1no
Semantic merge + Stack (IWHT off, FHT off)330.0015.83.619.94.2-15.8-3.63.10.1no
No simplification + Stack (FHT off)420.003.10.64.40.7-3.1-0.60.8-0.0yes
No simplification + Stack (IWHT off)420.0012.73.115.93.5-12.7-3.12.70.5no
No simplification + Stack (IWHT off, FHT off)420.0016.03.720.24.2-16.0-3.73.50.5no
72 zonings not generated: the generator refuses them by a documented limit, so they were never simulated
  • Conditioned merge + Single zone building: the zoning does not support the prototype's multiplied rooms
  • Conditioned merge + Single zone per floor type: the zoning does not support the prototype's multiplied rooms
  • No simplification + Single zone building: the zoning does not support the prototype's multiplied rooms
  • No simplification + Single zone per floor type: the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Single zone building: the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Single zone per floor type: the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Stack: the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Stacked floor zone multiplier: the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Single zone building: the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Single zone per floor type: the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Stack: the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Stacked floor zone multiplier: the zoning does not support the prototype's multiplied rooms
  • Semantic merge + Single zone building: the zoning does not support the prototype's multiplied rooms
  • Semantic merge + Single zone per floor type: the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Single zone building: the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Single zone per floor type: the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Stack: the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Stacked floor zone multiplier: the zoning does not support the prototype's multiplied rooms
  • Conditioned merge + Single zone building (FHT off): the zoning does not support the prototype's multiplied rooms
  • Conditioned merge + Single zone per floor type (FHT off): the zoning does not support the prototype's multiplied rooms
  • No simplification + Single zone building (FHT off): the zoning does not support the prototype's multiplied rooms
  • No simplification + Single zone per floor type (FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Single zone building (FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Single zone per floor type (FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Stack (FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Stacked floor zone multiplier (FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Single zone building (FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Single zone per floor type (FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Stack (FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Stacked floor zone multiplier (FHT off): the zoning does not support the prototype's multiplied rooms
  • Semantic merge + Single zone building (FHT off): the zoning does not support the prototype's multiplied rooms
  • Semantic merge + Single zone per floor type (FHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Single zone building (FHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Single zone per floor type (FHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Stack (FHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Stacked floor zone multiplier (FHT off): the zoning does not support the prototype's multiplied rooms
  • Conditioned merge + Single zone building (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Conditioned merge + Single zone per floor type (IWHT off): the zoning does not support the prototype's multiplied rooms
  • No simplification + Single zone building (IWHT off): the zoning does not support the prototype's multiplied rooms
  • No simplification + Single zone per floor type (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Single zone building (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Single zone per floor type (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Stack (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Stacked floor zone multiplier (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Single zone building (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Stack (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Semantic merge + Single zone building (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Semantic merge + Single zone per floor type (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Single zone building (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Single zone per floor type (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Stack (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Stacked floor zone multiplier (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Conditioned merge + Single zone building (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Conditioned merge + Single zone per floor type (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • No simplification + Single zone building (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • No simplification + Single zone per floor type (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Single zone building (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Single zone per floor type (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Stack (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Stacked floor zone multiplier (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Single zone building (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Stack (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Semantic merge + Single zone building (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Semantic merge + Single zone per floor type (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Single zone building (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Single zone per floor type (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Stack (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Stacked floor zone multiplier (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
9 zonings write the same model as a listed one and are not shown
  • Conditioned merge + Stacked floor zone multiplier (FHT off) → Conditioned merge + Stacked floor zone multiplier
  • No simplification + Stacked floor zone multiplier (FHT off) → No simplification + Stacked floor zone multiplier
  • Semantic merge + Stacked floor zone multiplier (FHT off) → Semantic merge + Stacked floor zone multiplier
  • Conditioned merge + Stack (IWHT off) → Conditioned merge + Stack
  • Conditioned merge + Stacked floor zone multiplier (IWHT off) → Conditioned merge + Stacked floor zone multiplier
  • Conditioned merge + Stack (IWHT off, FHT off) → Conditioned merge + Stack (FHT off)
  • Conditioned merge + Stacked floor zone multiplier (IWHT off, FHT off) → Conditioned merge + Stacked floor zone multiplier
  • No simplification + Stacked floor zone multiplier (IWHT off, FHT off) → No simplification + Stacked floor zone multiplier (IWHT off)
  • Semantic merge + Stacked floor zone multiplier (IWHT off, FHT off) → Semantic merge + Stacked floor zone multiplier (IWHT off)

Hospital · 3C

Reference 1c52309d4baa237d/R: No simplification + Stack, 54 zones, 18,683 m² conditioned; annual sensible heating 0.0 and cooling 160.1 kWh/m²; peak heating 6.6 and cooling 599.4 kW. Sensible heating is below 1 kWh/m² and is not judged.

ZoningZonesArea change %Heating error %Cooling error %Heating CV(RMSE) %Cooling CV(RMSE) %Heating NMBE %Cooling NMBE %Peak heating error %Peak cooling error %Meets the threshold
Semantic merge + Stack510.00–-0.0–0.0–0.0-0.0-0.0yes
Semantic merge + Stack (FHT off)510.00–2.8–3.0–-2.8130.22.1yes
Semantic merge + Stack (IWHT off)510.00–0.1–0.2–-0.112.30.1yes
Semantic merge + Stack (IWHT off, FHT off)510.00–3.1–3.3–-3.1157.52.3yes
Semantic merge + Stacked floor zone multiplier510.00–2.8–3.0–-2.8130.22.1yes
Semantic merge + Stacked floor zone multiplier (IWHT off)510.00–3.1–3.2–-3.1157.52.3yes
No simplification + Stack (FHT off)540.00–2.8–3.0–-2.8130.22.1yes
No simplification + Stack (IWHT off)540.00–0.1–0.2–-0.112.30.1yes
No simplification + Stack (IWHT off, FHT off)540.00–3.1–3.3–-3.1157.52.3yes
No simplification + Stacked floor zone multiplier540.00–2.8–3.0–-2.8130.22.1yes
No simplification + Stacked floor zone multiplier (IWHT off)540.00–3.1–3.3–-3.1157.52.3yes
72 zonings not generated: the generator refuses them by a documented limit, so they were never simulated
  • Conditioned merge + Single zone building: the zoning does not support the prototype's multiplied rooms
  • Conditioned merge + Single zone per floor type: the zoning does not support the prototype's multiplied rooms
  • No simplification + Single zone building: the zoning does not support the prototype's multiplied rooms
  • No simplification + Single zone per floor type: the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Single zone building: the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Single zone per floor type: the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Stack: the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Stacked floor zone multiplier: the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Single zone building: the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Single zone per floor type: the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Stack: the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Stacked floor zone multiplier: the zoning does not support the prototype's multiplied rooms
  • Semantic merge + Single zone building: the zoning does not support the prototype's multiplied rooms
  • Semantic merge + Single zone per floor type: the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Single zone building: the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Single zone per floor type: the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Stack: the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Stacked floor zone multiplier: the zoning does not support the prototype's multiplied rooms
  • Conditioned merge + Single zone building (FHT off): the zoning does not support the prototype's multiplied rooms
  • Conditioned merge + Single zone per floor type (FHT off): the zoning does not support the prototype's multiplied rooms
  • No simplification + Single zone building (FHT off): the zoning does not support the prototype's multiplied rooms
  • No simplification + Single zone per floor type (FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Single zone building (FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Single zone per floor type (FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Stack (FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Stacked floor zone multiplier (FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Single zone building (FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Single zone per floor type (FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Stack (FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Stacked floor zone multiplier (FHT off): the zoning does not support the prototype's multiplied rooms
  • Semantic merge + Single zone building (FHT off): the zoning does not support the prototype's multiplied rooms
  • Semantic merge + Single zone per floor type (FHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Single zone building (FHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Single zone per floor type (FHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Stack (FHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Stacked floor zone multiplier (FHT off): the zoning does not support the prototype's multiplied rooms
  • Conditioned merge + Single zone building (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Conditioned merge + Single zone per floor type (IWHT off): the zoning does not support the prototype's multiplied rooms
  • No simplification + Single zone building (IWHT off): the zoning does not support the prototype's multiplied rooms
  • No simplification + Single zone per floor type (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Single zone building (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Single zone per floor type (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Stack (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Stacked floor zone multiplier (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Single zone building (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Stack (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Semantic merge + Single zone building (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Semantic merge + Single zone per floor type (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Single zone building (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Single zone per floor type (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Stack (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Stacked floor zone multiplier (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Conditioned merge + Single zone building (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Conditioned merge + Single zone per floor type (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • No simplification + Single zone building (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • No simplification + Single zone per floor type (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Single zone building (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Single zone per floor type (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Stack (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Stacked floor zone multiplier (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Single zone building (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Stack (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Semantic merge + Single zone building (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Semantic merge + Single zone per floor type (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Single zone building (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Single zone per floor type (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Stack (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Stacked floor zone multiplier (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
9 zonings write the same model as a listed one and are not shown
  • Conditioned merge + Stacked floor zone multiplier (FHT off) → Conditioned merge + Stacked floor zone multiplier
  • No simplification + Stacked floor zone multiplier (FHT off) → No simplification + Stacked floor zone multiplier
  • Semantic merge + Stacked floor zone multiplier (FHT off) → Semantic merge + Stacked floor zone multiplier
  • Conditioned merge + Stack (IWHT off) → Conditioned merge + Stack
  • Conditioned merge + Stacked floor zone multiplier (IWHT off) → Conditioned merge + Stacked floor zone multiplier
  • Conditioned merge + Stack (IWHT off, FHT off) → Conditioned merge + Stack (FHT off)
  • Conditioned merge + Stacked floor zone multiplier (IWHT off, FHT off) → Conditioned merge + Stacked floor zone multiplier
  • No simplification + Stacked floor zone multiplier (IWHT off, FHT off) → No simplification + Stacked floor zone multiplier (IWHT off)
  • Semantic merge + Stacked floor zone multiplier (IWHT off, FHT off) → Semantic merge + Stacked floor zone multiplier (IWHT off)

Hospital · 5A

Reference 3194069c6ebf0d02/R: No simplification + Stack, 54 zones, 18,683 m² conditioned; annual sensible heating 1.7 and cooling 148.9 kWh/m²; peak heating 62.6 and cooling 658.1 kW.

ZoningZonesArea change %Heating error %Cooling error %Heating CV(RMSE) %Cooling CV(RMSE) %Heating NMBE %Cooling NMBE %Peak heating error %Peak cooling error %Meets the threshold
Conditioned merge + Stack240.00-52.2-1.6113.32.252.21.6-25.0-0.6no
Semantic merge + Stack510.00-0.0-0.00.10.00.00.0-0.0-0.0yes
Semantic merge + Stack (FHT off)510.00129.33.5170.33.7-129.3-3.524.51.3no
Semantic merge + Stack (IWHT off)510.0013.90.326.10.5-13.9-0.39.10.1no
Semantic merge + Stack (IWHT off, FHT off)510.00171.34.1227.94.4-171.3-4.139.31.5no
Semantic merge + Stacked floor zone multiplier510.00129.33.5170.33.7-129.3-3.524.51.3no
Semantic merge + Stacked floor zone multiplier (IWHT off)510.00171.34.1227.84.4-171.3-4.139.31.5no
No simplification + Stack (FHT off)540.00129.33.5170.33.7-129.3-3.524.51.3no
No simplification + Stack (IWHT off)540.0013.90.426.10.5-13.9-0.49.10.1no
No simplification + Stack (IWHT off, FHT off)540.00171.34.1227.94.4-171.3-4.139.31.5no
No simplification + Stacked floor zone multiplier540.00129.33.5170.33.7-129.3-3.524.51.3no
No simplification + Stacked floor zone multiplier (IWHT off)540.00171.34.1227.84.4-171.3-4.139.31.5no
72 zonings not generated: the generator refuses them by a documented limit, so they were never simulated
  • Conditioned merge + Single zone building: the zoning does not support the prototype's multiplied rooms
  • Conditioned merge + Single zone per floor type: the zoning does not support the prototype's multiplied rooms
  • No simplification + Single zone building: the zoning does not support the prototype's multiplied rooms
  • No simplification + Single zone per floor type: the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Single zone building: the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Single zone per floor type: the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Stack: the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Stacked floor zone multiplier: the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Single zone building: the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Single zone per floor type: the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Stack: the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Stacked floor zone multiplier: the zoning does not support the prototype's multiplied rooms
  • Semantic merge + Single zone building: the zoning does not support the prototype's multiplied rooms
  • Semantic merge + Single zone per floor type: the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Single zone building: the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Single zone per floor type: the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Stack: the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Stacked floor zone multiplier: the zoning does not support the prototype's multiplied rooms
  • Conditioned merge + Single zone building (FHT off): the zoning does not support the prototype's multiplied rooms
  • Conditioned merge + Single zone per floor type (FHT off): the zoning does not support the prototype's multiplied rooms
  • No simplification + Single zone building (FHT off): the zoning does not support the prototype's multiplied rooms
  • No simplification + Single zone per floor type (FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Single zone building (FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Single zone per floor type (FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Stack (FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Stacked floor zone multiplier (FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Single zone building (FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Single zone per floor type (FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Stack (FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Stacked floor zone multiplier (FHT off): the zoning does not support the prototype's multiplied rooms
  • Semantic merge + Single zone building (FHT off): the zoning does not support the prototype's multiplied rooms
  • Semantic merge + Single zone per floor type (FHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Single zone building (FHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Single zone per floor type (FHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Stack (FHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Stacked floor zone multiplier (FHT off): the zoning does not support the prototype's multiplied rooms
  • Conditioned merge + Single zone building (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Conditioned merge + Single zone per floor type (IWHT off): the zoning does not support the prototype's multiplied rooms
  • No simplification + Single zone building (IWHT off): the zoning does not support the prototype's multiplied rooms
  • No simplification + Single zone per floor type (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Single zone building (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Single zone per floor type (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Stack (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Stacked floor zone multiplier (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Single zone building (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Stack (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Semantic merge + Single zone building (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Semantic merge + Single zone per floor type (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Single zone building (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Single zone per floor type (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Stack (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Stacked floor zone multiplier (IWHT off): the zoning does not support the prototype's multiplied rooms
  • Conditioned merge + Single zone building (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Conditioned merge + Single zone per floor type (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • No simplification + Single zone building (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • No simplification + Single zone per floor type (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Single zone building (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Single zone per floor type (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Stack (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 3 m + Stacked floor zone multiplier (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Single zone building (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Stack (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Semantic merge + Single zone building (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Semantic merge + Single zone per floor type (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Single zone building (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Single zone per floor type (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Stack (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
  • Single zone per floor + Stacked floor zone multiplier (IWHT off, FHT off): the zoning does not support the prototype's multiplied rooms
9 zonings write the same model as a listed one and are not shown
  • Conditioned merge + Stacked floor zone multiplier (FHT off) → Conditioned merge + Stacked floor zone multiplier
  • No simplification + Stacked floor zone multiplier (FHT off) → No simplification + Stacked floor zone multiplier
  • Semantic merge + Stacked floor zone multiplier (FHT off) → Semantic merge + Stacked floor zone multiplier
  • Conditioned merge + Stack (IWHT off) → Conditioned merge + Stack
  • Conditioned merge + Stacked floor zone multiplier (IWHT off) → Conditioned merge + Stacked floor zone multiplier
  • Conditioned merge + Stack (IWHT off, FHT off) → Conditioned merge + Stack (FHT off)
  • Conditioned merge + Stacked floor zone multiplier (IWHT off, FHT off) → Conditioned merge + Stacked floor zone multiplier
  • No simplification + Stacked floor zone multiplier (IWHT off, FHT off) → No simplification + Stacked floor zone multiplier (IWHT off)
  • Semantic merge + Stacked floor zone multiplier (IWHT off, FHT off) → Semantic merge + Stacked floor zone multiplier (IWHT off)

Outpatient · 3C

Reference 09e2c5a5a43363a4/R: No simplification + Stack, 126 zones, 3,915 m² conditioned; annual sensible heating 0.3 and cooling 130.5 kWh/m²; peak heating 5.3 and cooling 158.1 kW. Sensible heating is below 1 kWh/m² and is not judged.

ZoningZonesArea change %Heating error %Cooling error %Heating CV(RMSE) %Cooling CV(RMSE) %Heating NMBE %Cooling NMBE %Peak heating error %Peak cooling error %Meets the threshold
Conditioned merge + Single zone per floor type30.00-100.0-2.8301.07.0100.02.8-100.01.0yes
Conditioned merge + Stacked floor zone multiplier30.00-100.0-2.6301.06.4100.02.6-100.01.0yes
Semantic merge + Single zone per floor type30.00-100.0-2.8301.07.0100.02.8-100.01.0yes
Semantic merge + Single zone per floor type (FHT off)30.00-100.0-2.6301.06.4100.02.6-100.01.0yes
Semantic merge + Stack1040.00-4.4-0.114.60.24.40.1-6.70.0yes
Semantic merge + Stack (FHT off)1040.0020.70.251.70.9-20.7-0.219.50.2yes
Semantic merge + Stack (IWHT off)1040.00430.61.8827.42.4-430.6-1.8108.6-0.6yes
Semantic merge + Stack (IWHT off, FHT off)1040.00521.62.21,016.93.3-521.6-2.2188.1-0.8yes
Semantic merge + Stacked floor zone multiplier1040.0020.70.251.70.9-20.7-0.219.50.2yes
Semantic merge + Stacked floor zone multiplier (IWHT off)1040.00521.62.21,016.93.3-521.6-2.2188.1-0.8yes
No simplification + Stack (FHT off)1260.0032.00.383.61.0-32.0-0.330.80.2yes
No simplification + Stack (IWHT off)1260.00429.71.8824.32.5-429.7-1.8108.5-0.6yes
No simplification + Stack (IWHT off, FHT off)1260.00521.92.31,016.63.3-521.9-2.3187.5-0.8yes
No simplification + Stacked floor zone multiplier1260.0032.00.383.61.0-32.0-0.330.80.2yes
No simplification + Stacked floor zone multiplier (IWHT off)1260.00521.92.31,016.63.3-521.9-2.3187.5-0.8yes
32 zonings not generated: the generator refuses them by a documented limit, so they were never simulated
  • Perimeter core 3 m + Single zone building: a wing is narrower than twice the perimeter depth
  • Perimeter core 3 m + Single zone per floor type: a wing is narrower than twice the perimeter depth
  • Perimeter core 3 m + Stack: a wing is narrower than twice the perimeter depth
  • Perimeter core 3 m + Stacked floor zone multiplier: a wing is narrower than twice the perimeter depth
  • Perimeter core 4.57 m + Single zone building: a wing is narrower than twice the perimeter depth
  • Perimeter core 4.57 m + Single zone per floor type: a wing is narrower than twice the perimeter depth
  • Perimeter core 4.57 m + Stack: a wing is narrower than twice the perimeter depth
  • Perimeter core 4.57 m + Stacked floor zone multiplier: a wing is narrower than twice the perimeter depth
  • Perimeter core 3 m + Single zone building (FHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 3 m + Single zone per floor type (FHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 3 m + Stack (FHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 3 m + Stacked floor zone multiplier (FHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 4.57 m + Single zone building (FHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 4.57 m + Single zone per floor type (FHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 4.57 m + Stack (FHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 4.57 m + Stacked floor zone multiplier (FHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 3 m + Single zone building (IWHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 3 m + Single zone per floor type (IWHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 3 m + Stack (IWHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 3 m + Stacked floor zone multiplier (IWHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 4.57 m + Single zone building (IWHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 4.57 m + Stack (IWHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 3 m + Single zone building (IWHT off, FHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 3 m + Single zone per floor type (IWHT off, FHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 3 m + Stack (IWHT off, FHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 3 m + Stacked floor zone multiplier (IWHT off, FHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 4.57 m + Single zone building (IWHT off, FHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off, FHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 4.57 m + Stack (IWHT off, FHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off, FHT off): a wing is narrower than twice the perimeter depth
46 zonings write the same model as a listed one and are not shown
  • Conditioned merge + Stack → Conditioned merge + Single zone per floor type
  • No simplification + Single zone building → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type → Conditioned merge + Single zone per floor type
  • Single zone per floor + Single zone building → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type → Conditioned merge + Single zone per floor type
  • Single zone per floor + Stack → Conditioned merge + Single zone per floor type
  • Single zone per floor + Stacked floor zone multiplier → Conditioned merge + Stacked floor zone multiplier
  • Conditioned merge + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Conditioned merge + Stack (FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Conditioned merge + Stacked floor zone multiplier (FHT off) → Conditioned merge + Stacked floor zone multiplier
  • No simplification + Single zone building (FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type (FHT off) → Conditioned merge + Stacked floor zone multiplier
  • No simplification + Stacked floor zone multiplier (FHT off) → No simplification + Stacked floor zone multiplier
  • Semantic merge + Single zone building (FHT off) → Semantic merge + Single zone building
  • Semantic merge + Stacked floor zone multiplier (FHT off) → Semantic merge + Stacked floor zone multiplier
  • Single zone per floor + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Single zone per floor + Stack (FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Single zone per floor + Stacked floor zone multiplier (FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Conditioned merge + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (IWHT off) → Conditioned merge + Single zone per floor type
  • Conditioned merge + Stack (IWHT off) → Conditioned merge + Single zone per floor type
  • Conditioned merge + Stacked floor zone multiplier (IWHT off) → Conditioned merge + Stacked floor zone multiplier
  • No simplification + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type (IWHT off) → Conditioned merge + Single zone per floor type
  • Semantic merge + Single zone building (IWHT off) → Semantic merge + Single zone building
  • Semantic merge + Single zone per floor type (IWHT off) → Semantic merge + Single zone per floor type
  • Single zone per floor + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (IWHT off) → Conditioned merge + Single zone per floor type
  • Single zone per floor + Stack (IWHT off) → Conditioned merge + Single zone per floor type
  • Single zone per floor + Stacked floor zone multiplier (IWHT off) → Conditioned merge + Stacked floor zone multiplier
  • Conditioned merge + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Conditioned merge + Stack (IWHT off, FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Conditioned merge + Stacked floor zone multiplier (IWHT off, FHT off) → Conditioned merge + Stacked floor zone multiplier
  • No simplification + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Stacked floor zone multiplier
  • No simplification + Stacked floor zone multiplier (IWHT off, FHT off) → No simplification + Stacked floor zone multiplier (IWHT off)
  • Semantic merge + Single zone building (IWHT off, FHT off) → Semantic merge + Single zone building
  • Semantic merge + Single zone per floor type (IWHT off, FHT off) → Semantic merge + Single zone per floor type (FHT off)
  • Semantic merge + Stacked floor zone multiplier (IWHT off, FHT off) → Semantic merge + Stacked floor zone multiplier (IWHT off)
  • Single zone per floor + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Single zone per floor + Stack (IWHT off, FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Single zone per floor + Stacked floor zone multiplier (IWHT off, FHT off) → Conditioned merge + Stacked floor zone multiplier

Outpatient · 5A

Reference 92c9bff9d9f5796f/R: No simplification + Stack, 126 zones, 3,915 m² conditioned; annual sensible heating 3.4 and cooling 114.3 kWh/m²; peak heating 40.8 and cooling 177.1 kW.

ZoningZonesArea change %Heating error %Cooling error %Heating CV(RMSE) %Cooling CV(RMSE) %Heating NMBE %Cooling NMBE %Peak heating error %Peak cooling error %Meets the threshold
Conditioned merge + Single zone building10.00-99.1-5.9239.013.399.15.9-53.3-0.5no
Semantic merge + Single zone building10.00-99.1-5.9238.913.399.15.9-53.1-0.5no
Conditioned merge + Single zone per floor type30.00-90.5-5.3201.210.390.55.3-57.2-0.3no
Conditioned merge + Stacked floor zone multiplier30.00-59.8-4.1149.18.859.84.1-29.7-0.1no
Semantic merge + Single zone per floor type30.00-90.5-5.4201.210.390.55.4-57.2-0.3no
Semantic merge + Single zone per floor type (FHT off)30.00-59.8-4.2149.18.959.84.2-29.7-0.1no
Semantic merge + Stack (FHT off)1040.0035.21.395.42.8-35.2-1.33.20.2no
Semantic merge + Stack (IWHT off)1040.0078.02.8119.74.3-78.0-2.812.6-0.5no
Semantic merge + Stack (IWHT off, FHT off)1040.00139.35.1240.58.3-139.3-5.133.1-0.5no
Semantic merge + Stacked floor zone multiplier1040.0035.21.395.42.8-35.2-1.33.20.2no
Semantic merge + Stacked floor zone multiplier (IWHT off)1040.00139.35.1240.48.3-139.3-5.133.1-0.5no
No simplification + Stack (FHT off)1260.0039.91.5102.13.2-39.9-1.510.00.2no
No simplification + Stack (IWHT off)1260.0080.52.9124.74.6-80.5-2.911.8-0.5no
No simplification + Stack (IWHT off, FHT off)1260.00142.05.2246.58.5-142.0-5.234.6-0.5no
No simplification + Stacked floor zone multiplier1260.0039.81.5102.13.2-39.8-1.510.00.2no
No simplification + Stacked floor zone multiplier (IWHT off)1260.00142.05.2246.58.5-142.0-5.234.6-0.5no
32 zonings not generated: the generator refuses them by a documented limit, so they were never simulated
  • Perimeter core 3 m + Single zone building: a wing is narrower than twice the perimeter depth
  • Perimeter core 3 m + Single zone per floor type: a wing is narrower than twice the perimeter depth
  • Perimeter core 3 m + Stack: a wing is narrower than twice the perimeter depth
  • Perimeter core 3 m + Stacked floor zone multiplier: a wing is narrower than twice the perimeter depth
  • Perimeter core 4.57 m + Single zone building: a wing is narrower than twice the perimeter depth
  • Perimeter core 4.57 m + Single zone per floor type: a wing is narrower than twice the perimeter depth
  • Perimeter core 4.57 m + Stack: a wing is narrower than twice the perimeter depth
  • Perimeter core 4.57 m + Stacked floor zone multiplier: a wing is narrower than twice the perimeter depth
  • Perimeter core 3 m + Single zone building (FHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 3 m + Single zone per floor type (FHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 3 m + Stack (FHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 3 m + Stacked floor zone multiplier (FHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 4.57 m + Single zone building (FHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 4.57 m + Single zone per floor type (FHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 4.57 m + Stack (FHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 4.57 m + Stacked floor zone multiplier (FHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 3 m + Single zone building (IWHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 3 m + Single zone per floor type (IWHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 3 m + Stack (IWHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 3 m + Stacked floor zone multiplier (IWHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 4.57 m + Single zone building (IWHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 4.57 m + Stack (IWHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 3 m + Single zone building (IWHT off, FHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 3 m + Single zone per floor type (IWHT off, FHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 3 m + Stack (IWHT off, FHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 3 m + Stacked floor zone multiplier (IWHT off, FHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 4.57 m + Single zone building (IWHT off, FHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 4.57 m + Single zone per floor type (IWHT off, FHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 4.57 m + Stack (IWHT off, FHT off): a wing is narrower than twice the perimeter depth
  • Perimeter core 4.57 m + Stacked floor zone multiplier (IWHT off, FHT off): a wing is narrower than twice the perimeter depth
46 zonings write the same model as a listed one and are not shown
  • Conditioned merge + Stack → Conditioned merge + Single zone per floor type
  • No simplification + Single zone building → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type → Conditioned merge + Single zone per floor type
  • Single zone per floor + Single zone building → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type → Conditioned merge + Single zone per floor type
  • Single zone per floor + Stack → Conditioned merge + Single zone per floor type
  • Single zone per floor + Stacked floor zone multiplier → Conditioned merge + Stacked floor zone multiplier
  • Conditioned merge + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Conditioned merge + Stack (FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Conditioned merge + Stacked floor zone multiplier (FHT off) → Conditioned merge + Stacked floor zone multiplier
  • No simplification + Single zone building (FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type (FHT off) → Conditioned merge + Stacked floor zone multiplier
  • No simplification + Stacked floor zone multiplier (FHT off) → No simplification + Stacked floor zone multiplier
  • Semantic merge + Single zone building (FHT off) → Semantic merge + Single zone building
  • Semantic merge + Stacked floor zone multiplier (FHT off) → Semantic merge + Stacked floor zone multiplier
  • Single zone per floor + Single zone building (FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Single zone per floor + Stack (FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Single zone per floor + Stacked floor zone multiplier (FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Conditioned merge + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (IWHT off) → Conditioned merge + Single zone per floor type
  • Conditioned merge + Stack (IWHT off) → Conditioned merge + Single zone per floor type
  • Conditioned merge + Stacked floor zone multiplier (IWHT off) → Conditioned merge + Stacked floor zone multiplier
  • No simplification + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type (IWHT off) → Conditioned merge + Single zone per floor type
  • Semantic merge + Single zone building (IWHT off) → Semantic merge + Single zone building
  • Semantic merge + Single zone per floor type (IWHT off) → Semantic merge + Single zone per floor type
  • Single zone per floor + Single zone building (IWHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (IWHT off) → Conditioned merge + Single zone per floor type
  • Single zone per floor + Stack (IWHT off) → Conditioned merge + Single zone per floor type
  • Single zone per floor + Stacked floor zone multiplier (IWHT off) → Conditioned merge + Stacked floor zone multiplier
  • Conditioned merge + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Conditioned merge + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Conditioned merge + Stack (IWHT off, FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Conditioned merge + Stacked floor zone multiplier (IWHT off, FHT off) → Conditioned merge + Stacked floor zone multiplier
  • No simplification + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • No simplification + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Stacked floor zone multiplier
  • No simplification + Stacked floor zone multiplier (IWHT off, FHT off) → No simplification + Stacked floor zone multiplier (IWHT off)
  • Semantic merge + Single zone building (IWHT off, FHT off) → Semantic merge + Single zone building
  • Semantic merge + Single zone per floor type (IWHT off, FHT off) → Semantic merge + Single zone per floor type (FHT off)
  • Semantic merge + Stacked floor zone multiplier (IWHT off, FHT off) → Semantic merge + Stacked floor zone multiplier (IWHT off)
  • Single zone per floor + Single zone building (IWHT off, FHT off) → Conditioned merge + Single zone building
  • Single zone per floor + Single zone per floor type (IWHT off, FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Single zone per floor + Stack (IWHT off, FHT off) → Conditioned merge + Stacked floor zone multiplier
  • Single zone per floor + Stacked floor zone multiplier (IWHT off, FHT off) → Conditioned merge + Stacked floor zone multiplier