エネルギーマネジメントにおけるヒートポンプ共通情報モデルを用いたモニタリング機能の評価

抄録

Against the recent global energy crisis, energy management systems (EMS) are developed to perform appropriate management and there is a method using mathematical optimization. The mathematical formulation must be done in a way that explicitly expresses the characteristics of the machine and can be formulated as a mathematical optimization problem. Furthermore, considering the point of "Check" in the PDCA cycle, it is desirable to identify parameters in a mathematical model based on actual operational data. Based on the above, we propose a series of data utilization methods for heat pumps, which are to monitor the daily operation data, construct a data-driven mathematical model, and solve the optimal operation planning problem. Using the proposed method, we could create an optimal operation plan based on actual data that expresses that COP varies depending on the cooling water temperature and load factor of the heat pump.