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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

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