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作者:

Li, Hongyan (Li, Hongyan.) | Bi, Yuehong (Bi, Yuehong.) | Wang, Hongyan (Wang, Hongyan.) | Sun, Ruirui (Sun, Ruirui.)

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EI Scopus SCIE

摘要:

Solar heat pump has attracted more and more attention. This paper aims to improve the performance of an absorption solar-ground source heat pump (ASGSHP) through multi-objective optimization. Firstly, a double-effect absorption heat pump module is developed and a simulation model of the ASGSHP is established on TRNSYS platform. Secondly, considering both the economy and the environmental protection, the equivalent uniform annual cost (EUAC) and the environmental impact load (EIL) are taken as two objective functions. The non-dominated sorting genetic algorithm with elite strategy (NSGA-II) is applied to optimize the environmental and economic performance of the ASGSHP by TRNSYS and MATLAB joint. Pareto front of the multi-objective optimization of the ASGSHP system is obtained. Thirdly, using the TOPSIS decision-making method, the best optimization values for three optimization variables including the solar collector area, the storage tank volume and the setting temperature of the auxiliary heater are obtained. The optimization rate of the environmental impact load and the equivalent uniform annual cost of the optimal point selected by the TOPSIS decision-making method is 10.9% and 3.4%, respectively. The research results can provide the basic data and theoretical guidance for the further development and utilization of the solar-ground source heat pump.

关键词:

multi-objective optimization Non-dominated sorting genetic algorithm with elite strategy (NSGA-II) Absorption solar-ground source heat pump environmental impact load (EIL) equivalent uniform annual cost (EUAC)

作者机构:

  • [ 1 ] [Li, Hongyan]Yangzhou Polytech Inst, Coll Civil Engn, Yangzhou, Peoples R China
  • [ 2 ] [Li, Hongyan]Beijing Univ Technol, Fac Architecture Civil & Transportat Engn, Beijing 100124, Peoples R China
  • [ 3 ] [Bi, Yuehong]Beijing Univ Technol, Fac Architecture Civil & Transportat Engn, Beijing 100124, Peoples R China
  • [ 4 ] [Wang, Hongyan]Beijing Univ Technol, Fac Architecture Civil & Transportat Engn, Beijing 100124, Peoples R China
  • [ 5 ] [Sun, Ruirui]Beijing Univ Technol, Fac Architecture Civil & Transportat Engn, Beijing 100124, Peoples R China
  • [ 6 ] [Bi, Yuehong]Beijing Univ Technol, Beijing Key Lab Green Built Environm & Energy Effi, Beijing, Peoples R China
  • [ 7 ] [Wang, Hongyan]Beijing Univ Technol, Beijing Key Lab Green Built Environm & Energy Effi, Beijing, Peoples R China

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来源 :

INTERNATIONAL JOURNAL OF GREEN ENERGY

ISSN: 1543-5075

年份: 2022

期: 11

卷: 20

页码: 1177-1190

3 . 3

JCR@2022

3 . 3 0 0

JCR@2022

ESI学科: ENGINEERING;

ESI高被引阀值:49

JCR分区:2

中科院分区:4

被引次数:

WoS核心集被引频次: 2

SCOPUS被引频次: 3

ESI高被引论文在榜: 0 展开所有

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中文被引频次:

近30日浏览量: 5

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