| name | nus-parse |
| description | Parse EnergyPlus .mtr output into monthly energy CSV for a NUS building. Use after simulation completes, or when asked to extract monthly kWh, cooling energy, or carbon from simulation results. |
| metadata | {"openclaw":{"emoji":"📊","requires":{"bins":["python3"],"env":["NUS_PROJECT_DIR"]}}} |
NUS Parse Skill
Trigger phrases
"parse FOE6", "extract monthly energy", "get kWh for CLB6", "parse all buildings",
"what does the simulation output show", "parse .mtr file"
Steps
Single building
cd $NUS_PROJECT_DIR
python3 /Users/ye/.openclaw/workspace-anomalyagent/skills/nus-parse/scripts/parse_eso.py --building {BUILDING} --outputs outputs
All 6 GT buildings (common workflow)
cd $NUS_PROJECT_DIR
for b in FOE6 FOE13 FOE18 FOS43 FOS46; do
python3 /Users/ye/.openclaw/workspace-anomalyagent/skills/nus-parse/scripts/parse_eso.py --building $b --outputs outputs
done
What scripts/parse_eso.py produces
outputs/{BUILDING}/parsed/{BUILDING}_monthly.csv- Columns: month, month_name, electricity_facility_kwh, cooling_electricity_kwh, other_electricity_kwh, carbon_tco2e
Constants used (do not change)
- Grid factor: 0.4168 kgCO2e/kWh (EMA Singapore 2023)
- Cooling fraction estimate: 55% of total electricity
Output format to report back
After parsing, show a compact table:
📊 {BUILDING} — monthly energy parsed
Month kWh (total) Cooling kWh Carbon tCO2e
Jan 45,210 24,865 7.54
Feb 42,100 23,155 7.02
...
TOTAL 523,400 287,870 87.30
EUI: {annual_kwh / floor_area_m2:.1f} kWh/m² | BCA benchmark: Gold = 115 kWh/m²
If the .mtr file doesn't exist, say:
"No simulation output found for {BUILDING}. Run nus-simulate first."
After parsing all 6 GT buildings
Automatically chain to nus-groundtruth to compute ASHRAE calibration metrics.
