Multi-objective optimization control algorithm for cogeneration load in industrial parks based on RL

In order to reduce the energy consumption and line loss of the cogeneration system in industrial parks, a multi-objective optimization control algorithm for cogeneration load in industrial parks based on RL is proposed. Calculate the load response demand of the industrial park cogeneration system based on the real-time coupling relationship between electrical load and thermal load. A load optimization control model for cogeneration was constructed based on three objectives: load control fluctuation, comprehensive operating energy consumption, and line loss control. Design a multi-objective optimization control algorithm for cogeneration load based on RL to achieve cogeneration load control. The experimental results show that under two operating conditions of 20s load step and 40s load step, the dynamic calculation results of the load response demand of the cogeneration system by this method are basically consistent with the actual fluctuation situation. After implementing multi-objective load optimization control using this method, the system load fluctuation tends to stabilize, the operating network loss is small, and the total energy consumption of the system remains at a low level.