Parameter matching of composite power supply for mining vehicle oriented by maximising braking energy recovery

被引:1
|
作者
Wang, Yilin [1 ]
Yang, Weiwei [1 ]
Yang, Yaodong [1 ]
Zhang, Wenming [1 ]
机构
[1] Univ Sci & Technol Beijing, Sch Mech Engn, Beijing 100083, Peoples R China
关键词
mining dump truck; braking energy recovery; parameter matching of composite power supply; multi-objective optimisation; energy management strategies; energy saving; ELECTRIC VEHICLE; STORAGE-SYSTEM; NSGA-II; STRATEGY; OPTIMIZATION;
D O I
10.1504/IJHVS.2023.133372
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
Due to the rugged driving conditions, the current of the mining dump truck changes violently during operation, and there is an instantaneous high current charge/discharge, which affects the feedback efficiency and battery life. Therefore, aiming at the demand of braking energy recovery of NTE150 hybrid electric mine truck, this paper studies the parameter matching problem of the mining truck with the power battery and supercapacitor as composite power supply. Firstly, the parameter matching method of the composite power supply according to rules is given. Then the composite power supply parameters are optimised using a multi-objective genetic algorithm with the mining truck's load capacity and the power battery loss as evaluation indexes. Secondly, compared with the rule-based configuration scheme, the optimised configuration scheme decreases the power battery loss by 5.28% and the total weight of the energy storage device by 30.92%.
引用
收藏
页码:476 / 499
页数:25
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