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Deep learning and transfer learning models of energy consumption forecasting for a building with poor information data

Yuan Gao, Yingjun Ruan, Chengkuan Fang, Shuai Yin

2020Energy and Buildings255 citationsDOI

Topics & Concepts

Transfer of learningDeep learningMean absolute percentage errorComputer scienceArtificial intelligenceConvolutional neural networkEnergy consumptionArtificial neural networkMachine learningPredictive modellingBuilding modelModel buildingBuilding automationEnergy (signal processing)Recurrent neural networkData miningSimulationEngineeringStatisticsThermodynamicsElectrical engineeringPhysicsQuantum mechanicsMathematicsBuilding Energy and Comfort OptimizationEnergy Load and Power ForecastingAir Quality Monitoring and Forecasting
Deep learning and transfer learning models of energy consumption forecasting for a building with poor information data | Litcius