Full-service restaurant zoning

FullServiceRestaurant · geometric LOD study drop 5 · atlas inputs release 2.4.0 · BEMGen 99c0b0adcd44

Prototype
FullServiceRestaurant
Cells
24: 6 climate zones × 2 vintages × 2 orientations
Cells with a recommended zoning
8 of 24
Finer than the reference
4 cells: only zonings with more zones than the reference meet the threshold, so they have no recommendation (D-220)
Robust across orientations
4 of 12 cell pairs: Conditioned merge + Single zone building (4)
Reference zoning
No simplification + Stack
Reference zones
2
Most often recommended
Conditioned merge + Single zone building (8 of 24 cells)
Serial cost (R5)
timed in 1 of 24 cells (5A 90.1-2019 0°)
LOD recommendations 1.2.0, this prototype Downloadrelease 2.4.0 · SHA-256 b1acfec87455a8035266044ab0c574515acfb8ef4fefc595b11765d5bfbe0179

Robust across orientations

Robust across orientations in 4 of 12 cell pairs (0° and 45°).

Climate zoneVintageRobust zoningZonesHeating error %Cooling error %Heating CV(RMSE) %Cooling CV(RMSE) %Heating NMBE %Cooling NMBE %Area change %CPU ratioWall ratioMemory ratioPer orientation
2A90.1-2007none meets the threshold at both orientations0°: none · 45°: none
2A90.1-2019none meets the threshold at both orientations0°: none · 45°: none
2B90.1-2007none meets the threshold at both orientations0°: none · 45°: none
2B90.1-2019none meets the threshold at both orientations0°: none · 45°: none
3C90.1-2007none meets the threshold at both orientations0°: none · 45°: none
3C90.1-2019none meets the threshold at both orientations0°: none · 45°: none
4A90.1-2007none meets the threshold at both orientations0°: none · 45°: none
4A90.1-2019none meets the threshold at both orientations0°: none · 45°: none

For each prototype, climate zone and vintage, the robust zoning is the coarsest (fewest modelled zones) that meets the threshold at every orientation of the cell pair, by the writer's own verdict on each zoning at each orientation, with at most the reference's zone count, as the writer bounds a recommendation (D-220); a duplicate never meets, as the writer lists it. Ties at the fewest zones go to a zoning both orientations recommend, else to the first in the study's zoning order (simplifier, join pieces, perimeter depth, stacker, IWHT, FHT); the tied zonings are named. The errors reported are the worse of the orientations' values for each metric, so the row is a bound, not a mean; the cost ratios are the medians over the timed sites of that zoning in the pair. Where both orientations recommend the same zoning it is the robust one. A pair where no zoning meets the threshold at both orientations says so and names each orientation's own recommendation; the per-orientation rows below stay the reading for one orientation. The cost ratios are the median over the timed sites of the robust zoning in the pair (in this drop one orientation at most is timed, so the ratio is that site's); not timed where none is. The rule and its limits.

Every zoning by cell

2A · 90.1-2007 · 0°

Reference 7fb7e42598a8949e/R: No simplification + Stack, 2 zones, 511 m² conditioned; annual sensible heating 1.2 and cooling 427.5 kWh/m²; peak heating 21.6 and cooling 79.3 kW. This cell was not timed in the serial pass (R5).

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 building10.00-56.1-1.2545.11.756.11.2-2.8-1.0no
Perimeter core 3 m + Stack50.00-26.90.3307.41.626.9-0.31.21.2no
Perimeter core 4.57 m + Stack50.00-23.20.4246.71.623.2-0.42.21.3no
20 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 → 7fb7e42598a8949e/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 → 7fb7e42598a8949e/R
  • Semantic merge + Stacked floor zone multiplier → 7fb7e42598a8949e/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

2A · 90.1-2007 · 45°

Reference 3621b119ce4e9f86/R: No simplification + Stack, 2 zones, 511 m² conditioned; annual sensible heating 1.0 and cooling 425.8 kWh/m²; peak heating 20.6 and cooling 78.8 kW. This cell was not timed in the serial pass (R5).

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 building10.00-57.4-1.1583.71.657.41.1-3.4-1.0no
Perimeter core 3 m + Stack50.00-26.30.4340.31.526.3-0.4-0.01.2no
Perimeter core 4.57 m + Stack50.00-21.50.4263.31.621.5-0.41.31.3no
20 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 → 3621b119ce4e9f86/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 → 3621b119ce4e9f86/R
  • Semantic merge + Stacked floor zone multiplier → 3621b119ce4e9f86/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

2A · 90.1-2019 · 0°

Reference b6c265796cb38609/R: No simplification + Stack, 2 zones, 511 m² conditioned; annual sensible heating 1.6 and cooling 372.5 kWh/m²; peak heating 24.0 and cooling 74.4 kW. This cell was not timed in the serial pass (R5).

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 building10.00-59.8-1.6493.33.159.81.6-4.9-0.8no
Perimeter core 3 m + Stack50.00-39.6-0.1330.92.439.60.1-1.41.2no
Perimeter core 4.57 m + Stack50.00-31.80.1262.32.031.8-0.10.71.3no
20 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 → b6c265796cb38609/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 → b6c265796cb38609/R
  • Semantic merge + Stacked floor zone multiplier → b6c265796cb38609/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

2A · 90.1-2019 · 45°

Reference 6f91e01db81f6a74/R: No simplification + Stack, 2 zones, 511 m² conditioned; annual sensible heating 1.6 and cooling 370.2 kWh/m²; peak heating 23.4 and cooling 74.0 kW. This cell was not timed in the serial pass (R5).

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 building10.00-60.2-1.5506.03.160.21.5-5.4-0.8no
Perimeter core 3 m + Stack50.00-39.4-0.1341.62.339.40.1-2.01.1no
Perimeter core 4.57 m + Stack50.00-30.90.1265.02.030.9-0.10.21.2no
20 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 → 6f91e01db81f6a74/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 → 6f91e01db81f6a74/R
  • Semantic merge + Stacked floor zone multiplier → 6f91e01db81f6a74/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

2B · 90.1-2007 · 0°

Reference 2dc63836fd9429df/R: No simplification + Stack, 2 zones, 511 m² conditioned; annual sensible heating 5.1 and cooling 406.7 kWh/m²; peak heating 26.9 and cooling 88.8 kW. This cell was not timed in the serial pass (R5).

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 building10.00-45.6-1.4228.52.145.61.42.5-1.0no
Perimeter core 3 m + Stack50.00-20.90.3125.61.920.9-0.34.71.2no
Perimeter core 4.57 m + Stack50.00-17.50.397.71.917.5-0.35.61.3no
20 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 → 2dc63836fd9429df/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 → 2dc63836fd9429df/R
  • Semantic merge + Stacked floor zone multiplier → 2dc63836fd9429df/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

2B · 90.1-2007 · 45°

Reference e3a074ea4fccf67d/R: No simplification + Stack, 2 zones, 511 m² conditioned; annual sensible heating 4.7 and cooling 404.9 kWh/m²; peak heating 25.6 and cooling 88.3 kW. This cell was not timed in the serial pass (R5).

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 building10.00-46.7-1.4239.92.046.71.42.3-0.9no
Perimeter core 3 m + Stack50.00-21.30.3137.71.821.3-0.34.71.1no
Perimeter core 4.57 m + Stack50.00-16.90.4104.21.816.9-0.45.41.3no
20 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 → e3a074ea4fccf67d/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 → e3a074ea4fccf67d/R
  • Semantic merge + Stacked floor zone multiplier → e3a074ea4fccf67d/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

2B · 90.1-2019 · 0°

Reference 3f5d967eb5201cbd/R: No simplification + Stack, 2 zones, 511 m² conditioned; annual sensible heating 6.8 and cooling 355.3 kWh/m²; peak heating 28.5 and cooling 84.4 kW. This cell was not timed in the serial pass (R5).

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 building10.00-48.0-2.0215.13.748.02.05.0-0.7no
Perimeter core 3 m + Stack50.00-29.9-0.4137.52.729.90.46.81.1no
Perimeter core 4.57 m + Stack50.00-23.2-0.1106.62.323.20.16.91.2no
20 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 → 3f5d967eb5201cbd/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 → 3f5d967eb5201cbd/R
  • Semantic merge + Stacked floor zone multiplier → 3f5d967eb5201cbd/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

2B · 90.1-2019 · 45°

Reference 9d6e33959b45e040/R: No simplification + Stack, 2 zones, 511 m² conditioned; annual sensible heating 6.5 and cooling 352.9 kWh/m²; peak heating 28.0 and cooling 83.9 kW. This cell was not timed in the serial pass (R5).

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 building10.00-48.7-1.9220.03.748.71.94.0-0.7no
Perimeter core 3 m + Stack50.00-30.3-0.3142.52.730.30.36.01.1no
Perimeter core 4.57 m + Stack50.00-23.2-0.1108.72.323.20.16.01.2no
20 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 → 9d6e33959b45e040/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 → 9d6e33959b45e040/R
  • Semantic merge + Stacked floor zone multiplier → 9d6e33959b45e040/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

3C · 90.1-2007 · 0°

Reference 44e724fce9dce127/R: No simplification + Stack, 2 zones, 511 m² conditioned; annual sensible heating 3.6 and cooling 206.4 kWh/m²; peak heating 15.2 and cooling 61.7 kW. This cell was not timed in the serial pass (R5).

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 building10.00-69.0-3.1344.54.469.03.1-16.9-1.2no
Perimeter core 3 m + Stack50.00-30.5-0.3192.43.230.50.3-11.61.3no
Perimeter core 4.57 m + Stack50.00-28.1-0.2157.92.828.10.2-6.81.5no
20 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 → 44e724fce9dce127/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 → 44e724fce9dce127/R
  • Semantic merge + Stacked floor zone multiplier → 44e724fce9dce127/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

3C · 90.1-2007 · 45°

Reference f7747ffe7e2da522/R: No simplification + Stack, 2 zones, 511 m² conditioned; annual sensible heating 3.3 and cooling 207.7 kWh/m²; peak heating 14.4 and cooling 61.5 kW. This cell was not timed in the serial pass (R5).

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 building10.00-70.2-2.9364.44.070.22.9-18.5-1.3no
Perimeter core 3 m + Stack50.00-31.4-0.3214.13.031.40.3-13.21.2no
Perimeter core 4.57 m + Stack50.00-27.4-0.1171.32.627.40.1-8.11.5no
20 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 → f7747ffe7e2da522/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 → f7747ffe7e2da522/R
  • Semantic merge + Stacked floor zone multiplier → f7747ffe7e2da522/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

3C · 90.1-2019 · 0°

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. This cell was not timed in the serial pass (R5).

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
Perimeter core 3 m + Stack50.00-38.7-2.0167.24.838.72.0-7.91.2no
Perimeter core 4.57 m + Stack50.00-31.8-1.4133.44.031.81.4-4.11.4no
20 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

3C · 90.1-2019 · 45°

Reference 2d966dac6f998c6d/R: No simplification + Stack, 2 zones, 511 m² conditioned; annual sensible heating 5.9 and cooling 167.0 kWh/m²; peak heating 18.2 and cooling 56.5 kW. This cell was not timed in the serial pass (R5).

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 building10.00-65.7-4.3269.86.765.74.3-13.1-1.0no
Perimeter core 3 m + Stack50.00-39.9-1.9174.74.739.91.9-8.51.2no
Perimeter core 4.57 m + Stack50.00-32.2-1.4137.73.832.21.4-4.61.4no
20 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 → 2d966dac6f998c6d/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 → 2d966dac6f998c6d/R
  • Semantic merge + Stacked floor zone multiplier → 2d966dac6f998c6d/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

4A · 90.1-2007 · 0°

Reference 622a5805e3cc7e0a/R: No simplification + Stack, 2 zones, 511 m² conditioned; annual sensible heating 32.6 and cooling 208.0 kWh/m²; peak heating 58.6 and cooling 71.4 kW. Only zonings with more zones than the reference meet the threshold, so the cell has no recommendation (finer than the reference, D-220). This cell was not timed in the serial pass (R5).

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 building10.00-13.1-2.347.54.013.12.30.7-1.2no
Perimeter core 3 m + Stack50.00-5.9-0.333.23.15.90.35.01.0no
Perimeter core 4.57 m + Stack50.00-4.6-0.126.62.74.60.14.81.2yes, finer than the reference
20 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 → 622a5805e3cc7e0a/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 → 622a5805e3cc7e0a/R
  • Semantic merge + Stacked floor zone multiplier → 622a5805e3cc7e0a/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

4A · 90.1-2007 · 45°

Reference 6236697af9a2bd61/R: No simplification + Stack, 2 zones, 511 m² conditioned; annual sensible heating 31.2 and cooling 206.3 kWh/m²; peak heating 57.6 and cooling 70.6 kW. Only zonings with more zones than the reference meet the threshold, so the cell has no recommendation (finer than the reference, D-220). This cell was not timed in the serial pass (R5).

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 building10.00-13.3-2.248.43.913.32.20.7-1.2no
Perimeter core 3 m + Stack50.00-6.1-0.334.33.06.10.35.01.0no
Perimeter core 4.57 m + Stack50.00-4.5-0.126.92.64.50.14.81.2yes, finer than the reference
20 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 → 6236697af9a2bd61/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 → 6236697af9a2bd61/R
  • Semantic merge + Stacked floor zone multiplier → 6236697af9a2bd61/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

4A · 90.1-2019 · 0°

Reference 3c9d462e5c97e533/R: No simplification + Stack, 2 zones, 511 m² conditioned; annual sensible heating 43.0 and cooling 178.5 kWh/m²; peak heating 59.4 and cooling 67.7 kW. Only zonings with more zones than the reference meet the threshold, so the cell has no recommendation (finer than the reference, D-220). This cell was not timed in the serial pass (R5).

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 building10.00-14.6-3.047.85.914.63.00.8-1.0no
Perimeter core 3 m + Stack50.00-8.7-1.236.14.58.71.25.61.1no
Perimeter core 4.57 m + Stack50.00-6.5-0.828.63.66.50.85.21.2yes, finer than the reference
20 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 → 3c9d462e5c97e533/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 → 3c9d462e5c97e533/R
  • Semantic merge + Stacked floor zone multiplier → 3c9d462e5c97e533/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

4A · 90.1-2019 · 45°

Reference e41d37bd7f704ad0/R: No simplification + Stack, 2 zones, 511 m² conditioned; annual sensible heating 42.2 and cooling 176.3 kWh/m²; peak heating 58.9 and cooling 67.0 kW. Only zonings with more zones than the reference meet the threshold, so the cell has no recommendation (finer than the reference, D-220). This cell was not timed in the serial pass (R5).

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 building10.00-14.8-3.048.45.914.83.00.9-1.0no
Perimeter core 3 m + Stack50.00-8.8-1.336.34.58.81.35.61.0no
Perimeter core 4.57 m + Stack50.00-6.5-0.828.43.66.50.85.21.2yes, finer than the reference
20 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 → e41d37bd7f704ad0/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 → e41d37bd7f704ad0/R
  • Semantic merge + Stacked floor zone multiplier → e41d37bd7f704ad0/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

5A · 90.1-2007 · 0°

Reference 635d9595d2c4a0a8/R: No simplification + Stack, 2 zones, 511 m² conditioned; annual sensible heating 67.2 and cooling 155.5 kWh/m²; peak heating 65.7 and cooling 68.2 kW. This cell was not timed in the serial pass (R5).

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 + Stack50.00-3.1-0.319.04.03.10.34.11.1yes, finer than the reference
Perimeter core 4.57 m + Stack50.00-2.3-0.115.43.32.30.14.11.3yes, finer than the reference
20 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 → 635d9595d2c4a0a8/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 → 635d9595d2c4a0a8/R
  • Semantic merge + Stacked floor zone multiplier → 635d9595d2c4a0a8/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

5A · 90.1-2007 · 45°

Reference 8a28154f282af211/R: No simplification + Stack, 2 zones, 511 m² conditioned; annual sensible heating 64.6 and cooling 154.3 kWh/m²; peak heating 64.7 and cooling 67.5 kW. This cell was not timed in the serial pass (R5).

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 + Stack50.00-3.2-0.319.63.93.20.34.11.0yes, finer than the reference
Perimeter core 4.57 m + Stack50.00-2.3-0.115.73.22.30.14.11.3yes, finer than the reference
20 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 → 8a28154f282af211/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 → 8a28154f282af211/R
  • Semantic merge + Stacked floor zone multiplier → 8a28154f282af211/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

5A · 90.1-2019 · 0°

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. Serial cost (R5): processor time 1.3 s, wall clock 1.3 s, peak committed memory 186 MiB, each the median of 3 repeats (processor-time CV 1.2 %); a zoning's ratios are its own medians over the reference's.

ZoningZonesArea change %Heating error %Cooling error %Heating CV(RMSE) %Cooling CV(RMSE) %Heating NMBE %Cooling NMBE %Peak heating error %Peak cooling error %CPU ratioWall ratioMemory ratioMeets the threshold
Perimeter core 3 m + Stack50.00-4.9-1.721.15.64.91.74.41.11.5801.6081.011yes, finer than the reference
Perimeter core 4.57 m + Stack50.00-3.5-1.116.64.43.51.14.21.31.5931.6221.010yes, finer than the reference
20 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

5A · 90.1-2019 · 45°

Reference 9c87e61a1f67e95f/R: No simplification + Stack, 2 zones, 511 m² conditioned; annual sensible heating 78.3 and cooling 131.4 kWh/m²; peak heating 65.0 and cooling 63.3 kW. This cell was not timed in the serial pass (R5).

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 + Stack50.00-5.0-1.821.45.65.01.84.31.1yes, finer than the reference
Perimeter core 4.57 m + Stack50.00-3.6-1.216.74.43.61.24.21.3yes, finer than the reference
20 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 → 9c87e61a1f67e95f/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 → 9c87e61a1f67e95f/R
  • Semantic merge + Stacked floor zone multiplier → 9c87e61a1f67e95f/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

7A · 90.1-2007 · 0°

Reference 23e6903f879ac610/R: No simplification + Stack, 2 zones, 511 m² conditioned; annual sensible heating 152.0 and cooling 133.7 kWh/m²; peak heating 88.1 and cooling 69.4 kW. This cell was not timed in the serial pass (R5).

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 + Stack50.00-0.8-0.48.64.00.80.43.71.0yes, finer than the reference
Perimeter core 4.57 m + Stack50.00-0.5-0.17.33.50.50.13.61.2yes, finer than the reference
20 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 → 23e6903f879ac610/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 → 23e6903f879ac610/R
  • Semantic merge + Stacked floor zone multiplier → 23e6903f879ac610/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

7A · 90.1-2007 · 45°

Reference 50754f5890038517/R: No simplification + Stack, 2 zones, 511 m² conditioned; annual sensible heating 148.6 and cooling 131.9 kWh/m²; peak heating 87.1 and cooling 68.7 kW. This cell was not timed in the serial pass (R5).

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 + Stack50.00-0.9-0.58.74.00.90.53.71.0yes, finer than the reference
Perimeter core 4.57 m + Stack50.00-0.6-0.27.43.40.60.23.71.2yes, finer than the reference
20 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 → 50754f5890038517/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 → 50754f5890038517/R
  • Semantic merge + Stacked floor zone multiplier → 50754f5890038517/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

7A · 90.1-2019 · 0°

Reference 9895ba9df6e8864e/R: No simplification + Stack, 2 zones, 511 m² conditioned; annual sensible heating 169.2 and cooling 110.4 kWh/m²; peak heating 87.8 and cooling 63.9 kW. This cell was not timed in the serial pass (R5).

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 + Stack50.00-1.5-1.69.65.81.51.63.41.0yes, finer than the reference
Perimeter core 4.57 m + Stack50.00-1.0-1.07.84.71.01.03.31.2yes, finer than the reference
20 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 → 9895ba9df6e8864e/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 → 9895ba9df6e8864e/R
  • Semantic merge + Stacked floor zone multiplier → 9895ba9df6e8864e/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

7A · 90.1-2019 · 45°

Reference 2dbbeb906dab97c8/R: No simplification + Stack, 2 zones, 511 m² conditioned; annual sensible heating 167.4 and cooling 108.4 kWh/m²; peak heating 87.2 and cooling 63.2 kW. This cell was not timed in the serial pass (R5).

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 + Stack50.00-1.5-1.79.65.91.51.73.31.0yes, finer than the reference
Perimeter core 4.57 m + Stack50.00-1.1-1.17.84.71.11.13.31.2yes, finer than the reference
20 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 → 2dbbeb906dab97c8/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 → 2dbbeb906dab97c8/R
  • Semantic merge + Stacked floor zone multiplier → 2dbbeb906dab97c8/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

Atlas programs

The atlas programs each program key of the prototype takes, as the suite's saved inputs name them (release 2.4.0 IDs); the prototype's geometry and glazing are BEMGen's DOE record. Method and caveats.