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METHOD FOR GENERATING DEMAND RESPONSE DETERMINING MODEL FOR HEAT AND AIR CONDITIONING SYSTEM AND METHOD FOR PERFORMING DEMAND RESPONSE
METHOD FOR GENERATING DEMAND RESPONSE DETERMINING MODEL FOR HEAT AND AIR CONDITIONING SYSTEM AND METHOD FOR PERFORMING DEMAND RESPONSE
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机译：供热空调系统需求响应确定模型的生成方法及需求响应的执行方法
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摘要
Provided is a method for generating a demand response (DR) determining model for an HVAC system of a building. According to the present invention, the method comprises the steps of: generating a zone temperature determining model for outputting a temperature of a building by receiving input power of an HVAC system and a thermal state of a building by training a first artificial neural network on the basis of a plurality of first training data; generating an objective function for a power supply schedule having an optimal solution varied in accordance with an electricity price and a thermal state while including a linear equation for simulating the generated zone temperature determining model; determining each optimal solution of the objective function for a plurality of electricity price profiles and thermal state profiles; and generating a DR determining model for outputting a power supply schedule for the HVAC system by receiving the electricity price profiles and the thermal state profiles by training a second artificial neural network on the basis of a plurality of second training data including the electricity price profiles, the thermal state profiles, and the determined optimal solution.;COPYRIGHT KIPO 2020
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