Performance evaluation of automated data-driven feature extraction and selection methods for practical and scalable building energy consumption prediction models
Jang-Hyun Kim, Stephen Frank, Robert Buechler, Sakshi Mishra, Anya Petersen, Liang Zhang, Hannah Eslinger
Topics & Concepts
Computer scienceScalabilityFeature selectionEnergy consumptionSelection (genetic algorithm)Data miningFeature extractionConsumption (sociology)Artificial intelligenceEngineeringDatabaseElectrical engineeringSociologySocial scienceBuilding Energy and Comfort OptimizationEnergy Load and Power ForecastingAir Quality Monitoring and Forecasting