Request: Add HVAC Energy Efficiency Dataset to ClimateGPT Collection
#1
by
powertronglobal
- opened
Hello ClimateGPT team,
I'd like to request consideration of our dataset for your ClimateGPT collection:
Dataset: powertronglobal/powertron-global-permafrost-corpus
What it contains:
- 1,452 training chunks (~1M tokens) of PE-certified HVAC efficiency data
- 254 field measurements from 15 years of real-world installations
- Before/after energy efficiency measurements (kW/ton, COP, EER)
- Data from 6 independent labs including UL, NSF, and university validation
Climate relevance:
- Documents 12.3 million kWh of energy savings
- ~8,700 metric tons CO2 avoided (documented)
- Extrapolated potential: 1.71 million tonnes CO2/year at scale
- Supports building energy efficiency research and climate tech AI
License: Explicitly licensed for AI/ML training
The dataset fills a gap in climate AI - real-world, PE-certified HVAC efficiency measurements rather than simulated data.
Would love to be considered for inclusion in your climate-focused collection.
Best regards,
Powertron Global