MULTI-OBJECTIVE OPTIMIZATION OF PHOTOVOLTAIC CURTAIN WALL ASSISTED DUAL-SOURCE HEAT PUMP SYSTEM IN DIFFERENT REGIONS

Chang Shasha; Feng Guohui; Huang Kailiang; Zhang Lei; Liu Xin; Wang Xiru

doi:10.19912/j.0254-0096.tynxb.2023-0137

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Acta Energiae Solaris Sinica ›› 2024, Vol. 45 ›› Issue (5) : 297-305. DOI: 10.19912/j.0254-0096.tynxb.2023-0137

MULTI-OBJECTIVE OPTIMIZATION OF PHOTOVOLTAIC CURTAIN WALL ASSISTED DUAL-SOURCE HEAT PUMP SYSTEM IN DIFFERENT REGIONS

Chang Shasha, Feng Guohui, Huang Kailiang, Zhang Lei, Liu Xin, Wang Xiru

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Abstract

To overcome the limitation of single renewable energy applications in cold regions, a photovoltaic curtain wall assisted dual-source heat pump system is proposed. A system simulation model was established by TRNSYS. Taking the energy consumption and life cycle cost of the system as objective functions, the multi-objective optimization design of the configuration scale of the proposed system in different regions was carried out by using non-dominated sorting genetic algorithm （NSGA-Ⅱ）, and the equilibrium solution was determined by using weighted sum method. The results show that the energy consumption of the optimized system in Harbin, Changchun and Shenyang increases by 5.9%, 5.0% and 3.9%, respectively, and the life cycle cost decreases by 13.6%, 17.1% and 12.9%. Compared with single objective optimization, multi-objective optimization can significantly reduce the life cycle cost while taking into account the performance, and has obvious advantages.

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heat pump systems / photovoltaic modules / multiobjective optimization / PV curtain wall / life cycle / decision making

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Chang Shasha, Feng Guohui, Huang Kailiang, Zhang Lei, Liu Xin, Wang Xiru. MULTI-OBJECTIVE OPTIMIZATION OF PHOTOVOLTAIC CURTAIN WALL ASSISTED DUAL-SOURCE HEAT PUMP SYSTEM IN DIFFERENT REGIONS[J]. Acta Energiae Solaris Sinica. 2024, 45(5): 297-305 https://doi.org/10.19912/j.0254-0096.tynxb.2023-0137

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