A transfer learning strategy with multi-source data for building cooling load prediction under data scarcity across multiple architectural scenarios
Xiuying Yan, Xiaoxue WU, Hao Ta, Yutong Cao
Topics & Concepts
GeneralizationComputer scienceTransfer of learningMachine learningCooling loadScalabilityEnergy consumptionArtificial intelligenceBuilding automationScarcityKernel (algebra)Energy (signal processing)Predictive modellingData miningEfficient energy useTransfer (computing)EngineeringSimilarity (geometry)Deep learningSupport vector machineArtificial neural networkExtreme learning machineBuilding modelHeat transferBuilding management systemData modelingBuilding Energy and Comfort OptimizationEnergy Load and Power ForecastingSmart Grid Energy Management