Optimization of Ground Source Heat Pump Operation Strategy Based on Back Propagation Neural Network and Genetic Algorithm

WANG Haibo; TIAN Yanfa; WANG Tao; ZHOU Shiyu; LIU Jiying

doi:10.3969/j.issn.2095-4468.2025.02.203

Chinese Journal of Refrigeration Technology, Volume. 45, Issue 2, 71(2025)

Optimization of Ground Source Heat Pump Operation Strategy Based on Back Propagation Neural Network and Genetic Algorithm

WANG Haibo¹, TIAN Yanfa², WANG Tao³, ZHOU Shiyu¹, and LIU Jiying¹

Author Affiliations

¹School of Thermal Energy Engineering, Shandong Jianzhu University, Jinan 250101, Shandong, China

²Shandong Huake Planning and Architectural Design Co., Ltd., Liaocheng 252000, Shandong, China

³801 Institute of Hydrogeology and Engineering Geology, Shandong Provincial Bureau of Geology and Mineral Resources, Jinan 250014, Shandong, China

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References(1)

[3] [3] WU X Q, CHEN Z Q. Performance analysis of a district cooling system based on operation data[J]. Procedia Engineering, 2017, 205: 3117-3122.

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WANG Haibo, TIAN Yanfa, WANG Tao, ZHOU Shiyu, LIU Jiying. Optimization of Ground Source Heat Pump Operation Strategy Based on Back Propagation Neural Network and Genetic Algorithm[J]. Chinese Journal of Refrigeration Technology, 2025, 45(2): 71

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Paper Information

Received: --

Accepted: Aug. 25, 2025

Published Online: Aug. 25, 2025

The Author Email:

DOI:10.3969/j.issn.2095-4468.2025.02.203

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