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Thermal load prediction and operation optimization of office building with a zone-level artificial neural network and rule-based control

Jingfan Hu, Wandong Zheng, Sirui Zhang, Hao Li, Zijian Liu, Zhang Guo, Xu Yang

2021Applied Energy81 citationsDOI

Topics & Concepts

Flexibility (engineering)Artificial neural networkEnergy consumptionCooling loadEngineeringDemand responseMean squared errorBuilding management systemSimulationAir conditioningComputer scienceElectricityControl (management)Artificial intelligenceMechanical engineeringStatisticsMathematicsElectrical engineeringBuilding Energy and Comfort OptimizationEnergy Load and Power ForecastingEnergy Efficiency and Management
Thermal load prediction and operation optimization of office building with a zone-level artificial neural network and rule-based control | Litcius