Time-series data clustering with load-shape preservation for identifying residential energy consumption behaviors
Jinwoo Kim, Kwonsik Song, Gaang Lee, Sang Hyun Lee, Sang Hyun Lee
Topics & Concepts
Cluster analysisBaseline (sea)Computer scienceEnergy consumptionIdentification (biology)Energy (signal processing)Energy demandData miningLoad profileDemand responseArtificial intelligenceMachine learningPattern recognition (psychology)EngineeringStatisticsMathematicsEnvironmental economicsOceanographyBotanyBiologyElectricityElectrical engineeringGeologyEconomicsSmart Grid Energy ManagementEnergy Load and Power ForecastingBuilding Energy and Comfort Optimization