Battery swapping and management system design for electric trucks considering battery degradation

被引:6
作者
Deng, Yanling [1 ,2 ]
Chen, Zhibin [1 ]
Yan, Pengyu [3 ]
Zhong, Renxin [4 ]
机构
[1] NYU Shanghai, Shanghai Key Lab Urban Design & Urban Sci, Shanghai, Peoples R China
[2] NYU, Dept Civil & Urban Engn, New York, NY 10003 USA
[3] Univ Elect Sci & Technol China, Sch Management & Econ, Chengdu, Peoples R China
[4] Sun Yat Sen Univ, Sch Intelligent Syst Engn, Guangdong Key Lab Intelligent Transportat Syst, Guangzhou, Peoples R China
基金
中国国家自然科学基金;
关键词
Electric truck; Battery swapping station; Battery degradation; Charging management strategy; LOCATION-ROUTING PROBLEM; LIFE-CYCLE COST; CHARGING INFRASTRUCTURE; VEHICLES; STATIONS; MODEL; OPERATION;
D O I
10.1016/j.trd.2023.103860
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Battery swapping stations (BSSs) have been gradually adopted in reality for electric trucks (ETs) to improve their operational efficiency. This study focuses on the optimal design of a BSS system that exclusively serves an ET fleet offering dedicated-line transportation services. By explicitly incorporating the battery degradation effect, we develop a mathematical model to determine the optimal configuration of the BSS system to minimize the total system cost including the fixed investment cost and the battery lifecycle cost. The problem is formulated as a nonlinear optimization model and then solved efficiently by a proposed solution procedure. A battery charging management strategy is further proposed. Through conducting numerical experiments, we find that the system design model can well capture the trade-off between the one-time battery purchase cost and the long-term battery degradation cost; and the battery charging management strategy significantly reduces the battery degradation cost, resulting in a more cost-efficient BSS system.
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页数:21
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