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HVAC Type and Fuel Classification with AMI Data

Technical brief explaining algorithms used to identify heating/cooling systems and fuel sources from AMI data.

Technical Brief on HVAC Fuel and Type Classification

Identifying HVAC type and fuel source is critical for hyper-targeted programs, improved DSM goals, and non-intrusive decarbonization support.

Deploy domain-trained AI designed specifically for utility data, workflows, and regulatory environments.

Move from proof-of-concepts to production systems that deliver measurable, repeatable value.

Improve peak forecasts by understanding how EVs, HVAC, and heat pumps shape system demand.

Fueling insights for 45+ utilities and over 38 million consumers.

Don't let your operational investments stall. Find out how to unlock ROI, reliability, and resilience across your utility.