Clustering based on dynamic time warping to extract typical daily patterns from long-term operation data of a ground source heat pump system
Shuyang Zhang, Lun Zhang, Xiaosong Zhang
Topics & Concepts
Cluster analysisDynamic time warpingHeat pumpEuclidean distanceHierarchical clusteringHVACComputer scienceHomogeneity (statistics)Data miningPattern recognition (psychology)EngineeringArtificial intelligenceHeat exchangerAir conditioningMachine learningMechanical engineeringTime Series Analysis and ForecastingEnergy Load and Power ForecastingBuilding Energy and Comfort Optimization