Primary school zoning

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

Prototype
PrimarySchool
Cells
24: 6 climate zones × 2 vintages × 2 orientations
Cells with a recommended zoning
20 of 24
Robust across orientations
10 of 12 cell pairs: Conditioned merge + Single zone building (6)
Reference zoning
No simplification + Stack
Reference zones
25
Most often recommended
Conditioned merge + Single zone building (12 of 24 cells)
Serial cost (R5)
timed in 1 of 24 cells (3C 90.1-2019 0°)
LOD recommendations 1.2.0, this prototype Downloadrelease 2.4.0 · SHA-256 f555313ad685b5cb2fbf5bbf49107f273567b49fd36c2dad6fc0d0cd72968b90

Robust across orientations

Robust across orientations in 10 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
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 ad6d020768fff224/R: No simplification + Stack, 25 zones, 6,871 m² conditioned; annual sensible heating 0.0 and cooling 128.3 kWh/m²; peak heating 8.1 and cooling 388.2 kW. Sensible heating is below 1 kWh/m² and is not judged. 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
Semantic merge + Stack140.00–-0.3–1.8–0.3-64.7-0.2yes
Perimeter core 3 m + Stack150.00–-1.2–3.6–1.2697.4-1.1yes
Perimeter core 4.57 m + Stack150.00–-1.6–3.0–1.6400.4-1.0yes
16 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 → ad6d020768fff224/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

2A · 90.1-2007 · 45°

Reference 7e8d3518188237a1/R: No simplification + Stack, 25 zones, 6,871 m² conditioned; annual sensible heating 0.0 and cooling 128.4 kWh/m²; peak heating 8.3 and cooling 379.7 kW. Sensible heating is below 1 kWh/m² and is not judged. 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
Semantic merge + Stack140.00–-0.3–1.6–0.3-75.9-0.2yes
Perimeter core 3 m + Stack150.00–-1.4–3.5–1.4535.6-1.2yes
Perimeter core 4.57 m + Stack150.00–-1.7–3.1–1.7272.6-1.1yes
16 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 → 7e8d3518188237a1/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

2A · 90.1-2019 · 0°

Reference 6e8618aceacfe3a8/R: No simplification + Stack, 25 zones, 6,871 m² conditioned; annual sensible heating 0.0 and cooling 101.3 kWh/m²; peak heating 1.5 and cooling 327.0 kW. Sensible heating is below 1 kWh/m² and is not judged. 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
Semantic merge + Stack140.00–-0.2–1.5–0.2-100.0-0.1yes
Perimeter core 3 m + Stack150.00–-2.2–3.7–2.21,478.4-1.4yes
Perimeter core 4.57 m + Stack150.00–-2.1–3.2–2.1583.4-1.3yes
16 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 → 6e8618aceacfe3a8/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

2A · 90.1-2019 · 45°

Reference eea902c7a674c826/R: No simplification + Stack, 25 zones, 6,871 m² conditioned; annual sensible heating 0.0 and cooling 100.6 kWh/m²; peak heating 2.7 and cooling 320.2 kW. Sensible heating is below 1 kWh/m² and is not judged. 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
Semantic merge + Stack140.00–-0.2–1.3–0.2-100.0-0.1yes
Perimeter core 3 m + Stack150.00–-2.2–3.6–2.2599.5-1.5yes
Perimeter core 4.57 m + Stack150.00–-2.2–3.2–2.2237.3-1.3yes
16 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 → eea902c7a674c826/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

2B · 90.1-2007 · 0°

Reference 9f9d7d4a0a7b2a71/R: No simplification + Stack, 25 zones, 6,871 m² conditioned; annual sensible heating 0.0 and cooling 120.3 kWh/m²; peak heating 31.7 and cooling 396.9 kW. Sensible heating is below 1 kWh/m² and is not judged. 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
Semantic merge + Stack140.00–-0.2–1.2–0.2-12.9-0.1yes
Perimeter core 3 m + Stack150.00–-0.4–4.6–0.4170.8-0.8yes
Perimeter core 4.57 m + Stack150.00–-1.1–3.4–1.1124.0-0.9yes
16 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 → 9f9d7d4a0a7b2a71/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

2B · 90.1-2007 · 45°

Reference 28a9af8e76be0e09/R: No simplification + Stack, 25 zones, 6,871 m² conditioned; annual sensible heating 0.0 and cooling 120.4 kWh/m²; peak heating 28.9 and cooling 397.6 kW. Sensible heating is below 1 kWh/m² and is not judged. 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
Semantic merge + Stack140.00–-0.3–1.5–0.3-10.9-0.2yes
Perimeter core 3 m + Stack150.00–-0.8–4.3–0.8147.5-1.4yes
Perimeter core 4.57 m + Stack150.00–-1.3–3.3–1.394.4-1.2yes
16 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 → 28a9af8e76be0e09/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

2B · 90.1-2019 · 0°

Reference 7fc830fd2884d6b3/R: No simplification + Stack, 25 zones, 6,871 m² conditioned; annual sensible heating 0.0 and cooling 95.2 kWh/m²; peak heating 15.1 and cooling 332.5 kW. Sensible heating is below 1 kWh/m² and is not judged. 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
Semantic merge + Stack140.00–-0.2–1.1–0.2-24.6-0.1yes
Perimeter core 3 m + Stack150.00–-1.7–4.5–1.7166.1-1.0yes
Perimeter core 4.57 m + Stack150.00–-2.0–4.0–2.088.4-1.0yes
16 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 → 7fc830fd2884d6b3/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

2B · 90.1-2019 · 45°

Reference 36fa800908e03397/R: No simplification + Stack, 25 zones, 6,871 m² conditioned; annual sensible heating 0.0 and cooling 94.4 kWh/m²; peak heating 17.1 and cooling 329.9 kW. Sensible heating is below 1 kWh/m² and is not judged. 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
Semantic merge + Stack140.00–-0.2–1.2–0.2-29.1-0.1yes
Perimeter core 3 m + Stack150.00–-1.9–4.3–1.994.7-1.6yes
Perimeter core 4.57 m + Stack150.00–-2.1–3.9–2.135.9-1.3yes
13 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 + Stacked floor zone multiplier → Conditioned merge + Stack
  • No simplification + Single zone per floor type → No simplification + Single zone building
  • No simplification + Stacked floor zone multiplier → 36fa800908e03397/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 per floor type → Semantic 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 + Stacked floor zone multiplier → Single zone per floor + Stack

3C · 90.1-2007 · 0°

Reference 9ef77765439cde60/R: No simplification + Stack, 25 zones, 6,871 m² conditioned; annual sensible heating 0.0 and cooling 68.4 kWh/m²; peak heating 18.4 and cooling 287.3 kW. Sensible heating is below 1 kWh/m² and is not judged. 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
Semantic merge + Stack140.00–-0.4–1.1–0.4-21.2-0.2yes
Perimeter core 3 m + Stack150.00–1.2–7.0–-1.2205.80.4yes
Perimeter core 4.57 m + Stack150.00–-0.8–4.8–0.8127.8-0.3yes
16 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 → 9ef77765439cde60/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

3C · 90.1-2007 · 45°

Reference 59eb6a4fa0a33b3d/R: No simplification + Stack, 25 zones, 6,871 m² conditioned; annual sensible heating 0.0 and cooling 69.9 kWh/m²; peak heating 15.0 and cooling 282.1 kW. Sensible heating is below 1 kWh/m² and is not judged. 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
Semantic merge + Stack140.00–-0.5–1.1–0.5-27.5-0.3yes
Perimeter core 3 m + Stack150.00–0.0–6.2–-0.0219.6-0.0yes
Perimeter core 4.57 m + Stack150.00–-1.5–4.5–1.5129.9-0.6yes
16 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 → 59eb6a4fa0a33b3d/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

3C · 90.1-2019 · 0°

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. Serial cost (R5): processor time 8.5 s, wall clock 8.7 s, peak committed memory 204 MiB, each the median of 3 repeats (processor-time CV 0.3 %); 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
Semantic merge + Stack140.00–-0.3–1.2–0.3-23.6-0.10.6730.6760.969yes
Perimeter core 3 m + Stack150.00–-1.3–6.3–1.3156.4-0.50.6050.6160.970yes
Perimeter core 4.57 m + Stack150.00–-2.5–5.5–2.5115.2-0.90.6090.6020.970yes
16 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

3C · 90.1-2019 · 45°

Reference 7984ab0e42823a56/R: No simplification + Stack, 25 zones, 6,871 m² conditioned; annual sensible heating 0.0 and cooling 53.1 kWh/m²; peak heating 14.9 and cooling 234.3 kW. Sensible heating is below 1 kWh/m² and is not judged. 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
Semantic merge + Stack140.00–-0.4–1.2–0.4-21.7-0.2yes
Perimeter core 3 m + Stack150.00–-2.0–6.1–2.0120.8-0.9yes
Perimeter core 4.57 m + Stack150.00–-3.0–5.4–3.083.4-1.0yes
16 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 → 7984ab0e42823a56/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

4A · 90.1-2007 · 0°

Reference be21bfc07e14b755/R: No simplification + Stack, 25 zones, 6,871 m² conditioned; annual sensible heating 2.5 and cooling 73.3 kWh/m²; peak heating 332.2 and cooling 333.0 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 building10.00-37.0-7.4177.913.537.07.4-17.8-3.0no
No simplification + Single zone building10.00-37.0-7.4177.913.537.07.4-17.8-2.9no
Perimeter core 3 m + Single zone building10.00-37.0-7.4177.813.537.07.4-17.8-2.9no
Perimeter core 4.57 m + Single zone building10.00-37.0-7.4177.713.537.07.4-17.8-2.9no
Semantic merge + Stack140.00-10.6-0.576.71.710.60.51.6-0.1no
Perimeter core 3 m + Stack150.0016.5-1.3198.56.2-16.51.3-20.2-1.0no
Perimeter core 4.57 m + Stack150.00-3.1-2.7128.96.13.12.7-13.0-1.1no
16 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 → be21bfc07e14b755/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

4A · 90.1-2007 · 45°

Reference ada85fef4c4d0dda/R: No simplification + Stack, 25 zones, 6,871 m² conditioned; annual sensible heating 2.3 and cooling 72.6 kWh/m²; peak heating 325.6 and cooling 329.6 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 building10.00-35.4-7.4178.413.135.47.4-18.3-2.2no
No simplification + Single zone building10.00-35.4-7.4178.413.135.47.4-18.3-2.2no
Perimeter core 3 m + Single zone building10.00-35.4-7.4178.313.135.47.4-18.3-2.2no
Perimeter core 4.57 m + Single zone building10.00-35.3-7.4177.913.135.37.4-18.2-2.2no
Semantic merge + Stack140.00-10.3-0.681.32.110.30.6-0.3-0.0no
Perimeter core 3 m + Stack150.0014.6-1.9194.05.9-14.61.9-21.0-1.1no
Perimeter core 4.57 m + Stack150.00-4.5-3.2118.06.24.53.2-12.2-0.9no
16 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 → ada85fef4c4d0dda/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

4A · 90.1-2019 · 0°

Reference 636e4ea59e6f9017/R: No simplification + Stack, 25 zones, 6,871 m² conditioned; annual sensible heating 2.1 and cooling 59.2 kWh/m²; peak heating 259.6 and cooling 282.0 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 building10.00-47.8-8.4216.415.247.88.4-22.1-2.3no
No simplification + Single zone building10.00-47.8-8.4216.415.247.88.4-22.1-2.3no
Perimeter core 3 m + Single zone building10.00-47.8-8.4216.215.247.88.4-22.1-2.3no
Perimeter core 4.57 m + Single zone building10.00-47.8-8.4216.215.247.88.4-22.1-2.3no
Semantic merge + Stack140.00-13.3-0.590.81.913.30.5-2.70.0no
Perimeter core 3 m + Stack150.00-6.9-4.0141.98.26.94.0-17.2-1.5no
Perimeter core 4.57 m + Stack150.00-20.7-4.7132.78.720.74.7-8.6-1.3no
16 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 → 636e4ea59e6f9017/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

4A · 90.1-2019 · 45°

Reference 0908b6075ec5330f/R: No simplification + Stack, 25 zones, 6,871 m² conditioned; annual sensible heating 2.1 and cooling 57.8 kWh/m²; peak heating 270.9 and cooling 279.0 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 building10.00-47.2-8.7214.415.647.28.7-24.1-1.7no
No simplification + Single zone building10.00-47.2-8.7214.315.647.28.7-24.1-1.7no
Perimeter core 3 m + Single zone building10.00-47.2-8.7214.215.647.28.7-24.1-1.7no
Perimeter core 4.57 m + Single zone building10.00-47.2-8.7214.115.647.28.7-24.1-1.7no
Semantic merge + Stack140.00-11.0-0.575.71.911.00.5-2.40.0no
Perimeter core 3 m + Stack150.00-11.5-4.6139.68.511.54.6-20.2-1.5no
Perimeter core 4.57 m + Stack150.00-23.3-5.2132.09.223.35.2-11.6-1.0no
16 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 → 0908b6075ec5330f/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

5A · 90.1-2007 · 0°

Reference 5e41cba6989a96fd/R: No simplification + Stack, 25 zones, 6,871 m² conditioned; annual sensible heating 8.5 and cooling 52.8 kWh/m²; peak heating 473.8 and cooling 318.7 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 building10.00-20.9-10.087.520.020.910.0-1.8-3.0no
No simplification + Single zone building10.00-20.9-10.087.520.020.910.0-1.8-3.0no
Perimeter core 3 m + Single zone building10.00-20.9-10.087.520.020.910.0-1.8-3.0no
Perimeter core 4.57 m + Single zone building10.00-20.9-10.087.520.020.910.0-1.8-3.0no
Perimeter core 3 m + Stack150.003.9-2.0109.08.8-3.92.0-19.9-0.9no
Perimeter core 4.57 m + Stack150.00-5.1-4.276.99.95.14.2-4.7-1.1no
16 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 → 5e41cba6989a96fd/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

5A · 90.1-2007 · 45°

Reference 7315ec6e8bffd3c7/R: No simplification + Stack, 25 zones, 6,871 m² conditioned; annual sensible heating 7.7 and cooling 53.2 kWh/m²; peak heating 460.0 and cooling 319.0 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 building10.00-21.5-9.988.919.121.59.9-1.6-2.7no
No simplification + Single zone building10.00-21.5-9.988.919.121.59.9-1.6-2.6no
Perimeter core 3 m + Single zone building10.00-21.5-9.988.919.121.59.9-1.6-2.7no
Perimeter core 4.57 m + Single zone building10.00-21.5-9.988.919.121.59.9-1.6-2.7no
Perimeter core 3 m + Stack150.002.7-3.0100.58.9-2.73.0-8.0-1.1no
Perimeter core 4.57 m + Stack150.00-6.4-4.971.110.36.44.9-4.5-1.1no
16 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 → 7315ec6e8bffd3c7/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

5A · 90.1-2019 · 0°

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. 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 building10.00-29.0-11.4104.822.229.011.4-1.5-2.8no
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
Perimeter core 3 m + Stack150.00-10.8-6.592.213.510.86.5-9.1-1.2no
Perimeter core 4.57 m + Stack150.00-16.0-7.377.914.516.07.3-6.0-1.5no
16 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

5A · 90.1-2019 · 45°

Reference 80ad8e7dfc1dc273/R: No simplification + Stack, 25 zones, 6,871 m² conditioned; annual sensible heating 6.5 and cooling 43.7 kWh/m²; peak heating 403.9 and cooling 268.4 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 building10.00-29.8-11.7103.822.029.811.7-1.1-2.7no
No simplification + Single zone building10.00-29.8-11.6103.822.029.811.6-1.1-2.6no
Perimeter core 3 m + Single zone building10.00-29.8-11.7103.722.029.811.7-1.1-2.7no
Perimeter core 4.57 m + Single zone building10.00-29.8-11.7103.722.029.811.7-1.1-2.6no
Perimeter core 3 m + Stack150.00-13.1-7.488.514.313.17.4-8.5-1.7no
Perimeter core 4.57 m + Stack150.00-17.7-8.075.615.217.78.0-3.7-1.5no
16 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 → 80ad8e7dfc1dc273/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

7A · 90.1-2007 · 0°

Reference f375c1983404ab88/R: No simplification + Stack, 25 zones, 6,871 m² conditioned; annual sensible heating 22.6 and cooling 48.4 kWh/m²; peak heating 591.5 and cooling 328.6 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 building10.00-7.9-10.042.721.07.910.0-2.9-3.0no
No simplification + Single zone building10.00-7.9-10.042.721.07.910.0-2.9-3.0no
Perimeter core 3 m + Single zone building10.00-7.9-10.042.721.07.910.0-2.9-3.0no
Perimeter core 4.57 m + Single zone building10.00-7.9-10.042.721.07.910.0-2.9-3.0no
Perimeter core 3 m + Stack150.00-0.4-4.251.411.00.44.2-1.6-1.4no
Perimeter core 4.57 m + Stack150.00-2.3-5.537.812.22.35.5-0.4-1.6no
16 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 → f375c1983404ab88/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

7A · 90.1-2007 · 45°

Reference c36d8e4a3c30e63a/R: No simplification + Stack, 25 zones, 6,871 m² conditioned; annual sensible heating 21.9 and cooling 48.1 kWh/m²; peak heating 576.4 and cooling 323.7 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 building10.00-7.8-10.041.320.57.810.0-2.3-2.9no
No simplification + Single zone building10.00-7.8-10.041.320.47.810.0-2.3-2.9no
Perimeter core 3 m + Single zone building10.00-7.8-10.041.320.47.810.0-2.3-2.9no
Perimeter core 4.57 m + Single zone building10.00-7.8-10.041.320.47.810.0-2.3-2.9no
Perimeter core 3 m + Stack150.00-0.8-5.244.611.50.85.2-1.0-1.5no
Perimeter core 4.57 m + Stack150.00-3.1-6.235.013.03.16.20.2-1.5no
16 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 → c36d8e4a3c30e63a/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

7A · 90.1-2019 · 0°

Reference d4c3df8bb1a0b32f/R: No simplification + Stack, 25 zones, 6,871 m² conditioned; annual sensible heating 15.7 and cooling 38.7 kWh/m²; peak heating 510.8 and cooling 258.1 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 building10.00-14.8-12.158.624.714.812.1-2.6-3.1no
No simplification + Single zone building10.00-14.8-12.158.624.714.812.1-2.6-3.1no
Perimeter core 3 m + Single zone building10.00-14.8-12.158.624.714.812.1-2.6-3.1no
Perimeter core 4.57 m + Single zone building10.00-14.8-12.158.624.714.812.1-2.7-3.1no
Perimeter core 3 m + Stack150.00-4.8-7.758.216.44.87.7-15.6-1.6no
Perimeter core 4.57 m + Stack150.00-6.7-8.345.616.86.78.3-1.1-1.8no
16 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 → d4c3df8bb1a0b32f/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

7A · 90.1-2019 · 45°

Reference 63c036c96717876c/R: No simplification + Stack, 25 zones, 6,871 m² conditioned; annual sensible heating 15.8 and cooling 38.0 kWh/m²; peak heating 495.6 and cooling 253.4 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 building10.00-14.9-12.555.524.814.912.5-1.3-3.1no
No simplification + Single zone building10.00-14.9-12.555.524.814.912.5-1.3-3.1no
Perimeter core 3 m + Single zone building10.00-14.9-12.555.524.814.912.5-1.3-3.1no
Perimeter core 4.57 m + Single zone building10.00-14.9-12.555.524.714.912.5-1.3-3.1no
Perimeter core 3 m + Stack150.00-6.4-8.951.217.56.48.9-7.1-1.9no
Perimeter core 4.57 m + Stack150.00-8.1-9.341.618.18.19.30.2-1.8no
16 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 → 63c036c96717876c/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

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.