What is the optimal control method and system for river water source heat pump system based on multi-source data and DBN?

February 9, 2022

Latest company news about What is the optimal control method and system for river water source heat pump system based on multi-source data and DBN?

The company has developed an optimization control method and system for the river water source heat pump system based on multi-source data and DBN, including collecting data, cleaning the collected data, and extracting the key data affecting the river water source heat pump system; evaluating the key data obtained after data cleaning The current energy supply capacity of the river water source heat pump system, the user's energy consumption capacity, the energy transmission efficiency and energy transmission loss of the river water source heat pump system; evaluate the relationship between the energy supply capacity, user energy consumption capacity, and energy transmission loss in different control schemes ; Combined with the key data of historical energy consumption information in the same period, the optimal control model is constructed, and the optimal control scheme of the river water source heat pump system is obtained by using the deep belief network to find the optimal solution. The present invention tracks the state information of the current water source, users and the heat pump system in real time, integrates the historical state information, and adopts a big data deep fusion algorithm to realize the optimal control of the river water source heat pump system and improve the energy transmission efficiency.

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