A data transfer method based on one dimensional convolutional neural network for cross-building load prediction
Yunfei Zhang, Zhihua Zhou, Yahui Du, Jun Shen, Zhenxing Li, Jianjuan Yuan
Topics & Concepts
Computer scienceConvolutional neural networkTransfer of learningModel buildingData miningArtificial neural networkBuilding automationDomain (mathematical analysis)Task (project management)Building management systemBuilding modelPredictive modellingTransfer (computing)Machine learningData qualityArtificial intelligenceSimulationEngineeringParallel computingOperations managementThermodynamicsSystems engineeringMetric (unit)MathematicsControl (management)Mathematical analysisQuantum mechanicsPhysicsBuilding Energy and Comfort OptimizationEnergy Load and Power ForecastingAir Quality Monitoring and Forecasting