Analysis of the potential application of a residential composite energy storage system based on a double-layer optimization model

被引:1
作者
Zhao, Xueyuan [1 ,2 ]
Ying, Xiaoyu [2 ]
Gao, Weijun [3 ]
Qian, Fanyue [4 ]
Tan, Yang [1 ,2 ]
Xie, Jing [3 ]
机构
[1] Zhejiang Univ, Inst Architectural Engn, Hangzhou 310058, Peoples R China
[2] Hangzhou City Univ, Sch Spatial Planning & Design, Hangzhou 310015, Peoples R China
[3] Univ Kitakyushu, Fac Environm Engn, Kitakyushu 8080135, Japan
[4] Tongji Univ, Inst Mech Engn, Siping Rd, Shanghai 1239, Peoples R China
关键词
Composite energy system; User-side energy storage; Comprehensive performance comparison; Double-level optimization; Adaptive particle swarm optimization algorithm; RENEWABLE ENERGY; MANAGEMENT-SYSTEMS; BATTERY SYSTEMS; ELECTRIC-LOAD; CONSUMPTION; DEMAND; PERFORMANCE; OPERATION; KYUSHU; JAPAN;
D O I
10.1038/s41598-024-56414-6
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
Along with the further integration of demand management and renewable energy technology, making optimal use of energy storage devices and coordinating operation with other devices are key. The present study takes into account the current situation of power storage equipment. Based on one year of measured data, four cases are designed for a composite energy storage system (ESS). In this paper, a two-tiered optimization model is proposed and is used to optimizing the capacity of power storage devices and the yearly production of the system. Furthermore, this paper performs a comparative analysis of the performance of the four cases from the energy, environmental and economic perspectives. It is concluded that this kind of energy storage equipment can enhance the economics and environment of residential energy systems. The thermal energy storage system (TESS) has the shortest payback period (7.84 years), and the CO2 emissions are the lowest. Coupled with future price volatility and the carbon tax, the electrothermal hybrid energy storage system (HESS) has good development potential. However, the current investment cost is very high, and it will not be possible to recover this cost in 10 years. Finally, it is recommended that the cost of equipment be reduced in combination with subsidies and incentives for further promotion. The research results not only fill a gap in the study area, but also provide some suggestions for further development of industry and research on user-side energy storage.
引用
收藏
页数:19
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