How do machines predict energy use? Comparing machine learning approaches for modeling household energy demand in the United States
J. Wesley Burnett, Lynne Kiesling
Topics & Concepts
Akaike information criterionMachine learningComputer scienceGradient boostingArtificial intelligenceEnergy (signal processing)Boosting (machine learning)Random forestEnergy consumptionOrdinary least squaresEconometricsStatisticsEngineeringMathematicsElectrical engineeringEnergy, Environment, and Transportation PoliciesEnergy Efficiency and ManagementSmart Grid Energy Management