Optimizing the operation strategy of a combined cooling, heating and power system based on energy storage technology

被引:6
作者
Zhang, Yu [1 ]
Deng, Yan [1 ]
Zheng, Zimin [1 ]
Yao, Yao [1 ]
Liu, Yicai [1 ]
机构
[1] Cent South Univ, Sch Energy Sci & Engn, Changsha 410083, Peoples R China
基金
中国国家自然科学基金;
关键词
OFF-DESIGN MODEL; CCHP SYSTEMS; SOLAR; OPTIMIZATION; ALGORITHM;
D O I
10.1038/s41598-023-29938-6
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Energy storage technology is the key to achieving a carbon emission policy. The purpose of the paper is to improve the overall performance of the combined cooling, heating and power-ground source heat pump (CCHP-GSHP) system by the battery. A new operation strategy (the two-point operation) is proposed by controlling the power generation unit work. The power generation unit has two operation modes of non-operation and rated efficiency operation by the storage electricity battery. The new operation strategy is compared with the traditional CCHP-GSHP that without a battery. The optimization goals include the primary energy saving ratio, the reduction ratio of carbon dioxide emissions, and the annual total cost saving ratio. The independent GSHP system is used as a reference system. Multipopulation genetic algorithms are selected to achieve the problem of optimization. A hotel building is selected for a case study. The optimal configuration of the coupling system is computed following the electric load strategy. Finally, the results show that the CCHP-GSHP system has a better performance under the new operation strategy compared with the traditional CCHP-GSHP (the primary energy saving ratio increases by 5.5%; the annual carbon dioxide emission reduction ratio increases by 1%; the annual total cost reduction ratio increases by 5.1%). This paper provides reference and suggestions for the integration and operation strategy of CCHP-GSHP in the future.
引用
收藏
页数:11
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