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A machine learning framework to estimate residential electricity demand based on smart meter electricity, climate, building characteristics, and socioeconomic datasets

McKenna Peplinski, Bistra Dilkina, Mo Chen, Sam J. Silva, George Ban‐Weiss, Kelly T. Sanders

2023Applied Energy36 citationsDOI

Topics & Concepts

ElectricitySmart meterContext (archaeology)Environmental economicsClimate changeSmart gridComputer scienceEnvironmental scienceEngineeringGeographyEconomicsElectrical engineeringArchaeologyBiologyEcologyBuilding Energy and Comfort OptimizationEnergy Load and Power ForecastingNoise Effects and Management
A machine learning framework to estimate residential electricity demand based on smart meter electricity, climate, building characteristics, and socioeconomic datasets | Litcius