HVAC Type and Fuel Type Classification with AMI Data by the Bidgely Data Science Team

Would you like to know who has central AC and who has a ductless heat pump? Expanding on our patented load disaggregation, Bidgely has developed a classification suite of algorithms that identifies the type of HVAC and primary fuel type in use within a residence. Utilities leverage this information to efficiently and cost effectively conduct hyper-targeted HVAC programs to influence only those customers who have an opportunity to optimize their HVAC usage. In this whitepaper you'll learn how Bidgely does this classification with confidence and how it changes the way utilities currently design and optimize DSM programs.

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