Data augmentation for improving heating load prediction of heating substation based on TimeGAN
Yunfei Zhang, Zhihua Zhou, Junwei Liu, Jianjuan Yuan
Topics & Concepts
Economic shortageHeating systemTraining setData setSet (abstract data type)Predictive modellingTraining (meteorology)Computer scienceMean squared errorData qualityQuality (philosophy)Mean squared prediction errorData miningAlgorithmEngineeringMachine learningArtificial intelligenceStatisticsMathematicsMechanical engineeringOperations managementPhilosophyProgramming languageEpistemologyGovernment (linguistics)MeteorologyMetric (unit)LinguisticsPhysicsEnergy Load and Power ForecastingBuilding Energy and Comfort OptimizationTime Series Analysis and Forecasting