Battery Swapping Station Management With Heterogeneous Battery Functionality Degradation

被引:6
作者
Chen, Xinjiang [1 ]
Yang, Yu [2 ]
Wang, Zongxian [1 ]
Song, Jie [3 ,4 ,5 ]
Wang, Jianxiao [4 ,6 ]
He, Guannan [3 ,4 ,5 ]
机构
[1] Peking Univ, Coll Engn, Dept Ind Engn & Management, Beijing 100871, Peoples R China
[2] Univ Florida, Dept Ind & Syst Engn, Gainesville, FL 32611 USA
[3] Peking Univ, Coll Engn, Beijing 100871, Peoples R China
[4] Peking Univ, Natl Engn Lab Big Data Anal & Applicat, Beijing 100871, Peoples R China
[5] Peking Univ Changsha Inst Comp & Digital Econ, Changsha 410000, Peoples R China
[6] Peking Univ, Ordos Res Inst Energy, Ordos 017000, Peoples R China
基金
中国国家自然科学基金;
关键词
Batteries; Degradation; Costs; Optimization; Stochastic processes; Resource management; Profitability; Battery swapping station; energy and transportation; energy arbitrage; battery functionality degradation; OPERATION; SYSTEMS; ENERGY; CALENDAR;
D O I
10.1109/TSG.2024.3392259
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The functionality of a battery, including its charge and discharge efficiency, power and energy capacity, gradually decreases as its state of health (SOH) declines. Neglecting the functionality degradation of battery can result in an overestimation of the profitability of a battery swapping station (BSS). To tackle the aforementioned problems, we propose a life-cycle decision model for BSS that considers the varying degrees of functionality degradation caused by heterogeneous batteries with different SOH levels. We apply the decision model to energy and transportation applications involving energy arbitrage, ancillary services, and battery swapping services for electric vehicles. Based on the electricity price scenarios in California, we reveal that in the annual operation of BSS, not considering battery functionality degradation can lead to a revenue deviation of 8%, while neglecting battery heterogeneity can lead to an average revenue deviation of 32%. Furthermore, we evaluate the long-term profitability of BSS with different business modes. The proposed model is expected to provide decision support for BSS operators to decide whether to use, how much to use, and which batteries to use, thereby achieving the tradeoff of battery use between energy and transportation sectors.
引用
收藏
页码:478 / 490
页数:13
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