The Multi-objective Optimization of Cost, Energy Consumption and Battery Degradation for Fuel Cell-Battery Hybrid Electric Vehicle

被引:13
|
作者
Ruan, Jiageng [1 ,2 ]
Zhang, Bin [1 ,2 ]
Liu, Bendong [1 ,2 ]
Wang, Shuo [3 ,4 ]
机构
[1] Beijing Univ Technol, Fac Mat & Mfg, Beijing, Peoples R China
[2] Beijing Univ Technol, Collaborat Innovat Ctr Elect Vehicle, Beijing, Peoples R China
[3] Beijing Inst Technol, Natl Engn Lab Elect Vehicle, Beijing, Peoples R China
[4] Beijing Inst Technol, Collaborat Innovat Ctr Elect Vehicle, Beijing, Peoples R China
关键词
Battery; fuel cell; optimization; electric vehicle; particle swarm optimization; STORAGE SYSTEM;
D O I
10.1109/CPEEE51686.2021.9383396
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
As one of the promising solutions to air pollution and energy crisis caused by the transportation sector, fuel cell hybrid electric vehicles (FC HEVs) attract great attention around the world. Given the under power of the fuel cell to meet the requirements of daily driving, a power supplement system, generally battery, is essential to make up a multi-power hybrid powertrain. In this paper, the power matching strategies are optimized, considering the system cost, energy efficiency, and battery degradation, by particle swarm optimization (PSO) algorithm. Based on the change of the degree of hybridization (DOH), two hybrid systems are proposed, and the corresponding optimal hybridization degrees of the hybrid powertrain are found under four groups of weighting factors. Based on multi-objective optimization, the optimal hybridization degrees of the hybrid powertrain are proposed to extend battery life, improve energy consumption, and reduce powertrain cost according to individual requirements.
引用
收藏
页码:50 / 55
页数:6
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