| --- |
| license: cc-by-4.0 |
| task_categories: |
| - tabular-regression |
| tags: |
| - energyplus |
| - building-energy |
| - surrogate-modeling |
| - tabular |
| pretty_name: "ep-envelope-parametric" |
| size_categories: |
| - n<1K |
| configs: |
| - config_name: default |
| data_files: |
| - split: train |
| path: data/train/**/*.parquet |
| - split: validation |
| path: data/validation/**/*.parquet |
| - split: test |
| path: data/test/**/*.parquet |
| --- |
| |
| # ep-envelope-parametric |
|
|
| EnergyPlus parametric simulation dataset for building envelope surrogate modelling. |
| Generated with the HTC-EP workflow on 2026-05-19. |
|
|
| ## Parameters swept |
|
|
| | Label | IDF field | Values | Mode | |
| |-------|-----------|--------|------| |
| | `wall_ins` | `MATERIAL.Thickness` | `[0.03, 0.09, 0.15, 0.25]` | absolute | |
| | `roof_ins` | `MATERIAL.Thickness` | `[0.03, 0.076, 0.15, 0.3]` | absolute | |
| | `win_ufactor` | `WINDOWMATERIAL:SIMPLEGLAZINGSYSTEM.UFactor` | `[5.8, 3.0, 1.8, 1.0]` | absolute | |
| | `win_shgc` | `WINDOWMATERIAL:SIMPLEGLAZINGSYSTEM.Solar_Heat_Gain_Coefficient` | `[0.2, 0.35, 0.5, 0.7]` | absolute | |
| | `infil` | `ZONEINFILTRATION:DESIGNFLOWRATE.Design_Flow_Rate` | `[0.5, 1.0, 2.0, 4.0]` | multiplier | |
|
|
| ## Output variables |
|
|
| - Zone Air Temperature (Hourly) |
| - Zone Air System Sensible Cooling Rate (Hourly) |
| - Zone Air System Sensible Heating Rate (Hourly) |
| - Chiller Electricity Rate (Hourly) |
| - Zone Air System Sensible Cooling Energy (Monthly) |
| - Zone Air System Sensible Heating Energy (Monthly) |
| - Surface Average Face Conduction Heat Transfer Energy (Monthly) |
| - Electricity:Facility (Monthly) |
| - Electricity:HVAC (Monthly) |
| - NaturalGas:Facility (Monthly) |
| - NaturalGas:Plant (Monthly) |
|
|
| ## Toolchain |
|
|
| - **EnergyPlus version**: EnergyPlus-23.1.0 |
| - **Schema version**: 1.0.0 |
| - **EPW files**: 3 |
| - **Total simulations**: 3072 |
|
|
| ## Splits |
|
|
| | Split | Ratio | |
| |-------|-------| |
| | train | 0.7 | |
| | validation | 0.15 | |
| | test | 0.15 | |
|
|
| Splits are assigned deterministically by hashing `run_id + weather_id`. |
|
|
