Multi-objective optimization design of electric vehicle converters based on ε-γ-σ

被引:0
|
作者
Luo, Xu [1 ]
Wang, Xuemei [1 ]
Wu, Haiping [2 ]
机构
[1] South China Univ Technol, Sch Elect Power, Guangzhou, Guangdong, Peoples R China
[2] BYD Col Ltd, Business Div 6, Shenzhen, Peoples R China
基金
中国国家自然科学基金;
关键词
RELIABILITY;
D O I
暂无
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
Converter is a key component of electric vehicles (EVs) driver system. With the increasing fierce competition in the market, maximizing the efficiency and reliability, and reducing the costs of EV converters are more and more critical for EVs manufactures. To solve this problem, a novel customized design method of EV converters to achieve trade-offs between power losses, lifetime and cost is proposed. In this paper, first, a multidimensional function with the objectives of specific energy consumption epsilon mean time to first failure gamma and specific cost sigma is established under the EV driving cycles. Then the multiobjective optimization problem with variable of IGBT switching frequency is analyzed to seek the Pareto optimal solutions. On this basis, the best trade-off between loss, reliability and cost of the EV converters, which provides a new routine for the design of the converters, is obtained.
引用
收藏
页码:274 / 279
页数:6
相关论文
共 50 条
  • [1] Multi-Objective Design Optimization of Electric Aircraft Propulsion Power Converters
    Luckett, Benjamin
    He, JiangBiao
    [J]. 2022 IEEE/AIAA TRANSPORTATION ELECTRIFICATION CONFERENCE AND ELECTRIC AIRCRAFT TECHNOLOGIES SYMPOSIUM (ITEC+EATS 2022), 2022, : 456 - 461
  • [2] Multi-objective robust design of vehicle structure based on multi-objective particle swarm optimization
    Liu, Haichao
    Jin, Xiangjie
    Zhang, Fagui
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2020, 39 (06) : 9063 - 9071
  • [3] Multi-objective optimization design of electric vehicle in-wheel motor based on Taguchi method
    Chen, Qiping
    Min, Shilong
    Xu, Zhihui
    Zheng, Zhiyi
    Zhong, Chengping
    You, Daoliang
    Jiang, Zhiqiang
    [J]. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART D-JOURNAL OF AUTOMOBILE ENGINEERING, 2024,
  • [4] Vehicle drivetrain design multi-objective optimization
    Eckert, Jony Javorski
    Santiciolli, Fabio Mazzariol
    Silva, Ludmila C. A.
    Dedini, Franco Giuseppe
    [J]. MECHANISM AND MACHINE THEORY, 2021, 156
  • [5] Equitable Multi-Objective Optimization Applied to the Design of a Hybrid Electric Vehicle Battery
    Dandurand, Brian
    Guarneri, Paolo
    Fadel, Georges
    Wiecek, Margaret M.
    [J]. JOURNAL OF MECHANICAL DESIGN, 2013, 135 (04)
  • [6] Multi-objective Optimization of Hybrid Electric Vehicle Powertrain
    Dong, Enguo
    Zhang, Lei
    Shi, Hong
    [J]. PROCEEDINGS OF 2019 IEEE 3RD INFORMATION TECHNOLOGY, NETWORKING, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (ITNEC 2019), 2019, : 1429 - 1432
  • [7] Multi-objective optimization design for a battery pack of electric vehicle with surrogate models
    Lin, Cheng
    Gao, Fengling
    Wang, Wenwei
    Chen, Xiaokai
    [J]. JOURNAL OF VIBROENGINEERING, 2016, 18 (04) : 2343 - 2358
  • [8] Multi-Objective Evolutionary Design of an Electric Vehicle Chassis
    Luque, Pablo
    Mantaras, Daniel A.
    Maradona, Alvaro
    Roces, Jorge
    Sanchez, Luciano
    Castejon, Luis
    Malon, Hugo
    [J]. SENSORS, 2020, 20 (13) : 1 - 21
  • [9] The Multi-objective Optimization Design of Vehicle Suspension System Based on ADAMS
    Gou, Zhijian
    [J]. ADVANCED MANUFACTURING TECHNOLOGY, PTS 1-4, 2012, 472-475 : 1932 - 1936
  • [10] Multi-Objective Design Optimization of SiC-Based Electric Vehicle Drive-train Inverter
    Ming, Kang Hean
    Saha, Jaydeep
    Panda, Sanjib Kumar
    Poh, Loh Ai
    [J]. 2022 IEEE INTERNATIONAL CONFERENCE ON POWER ELECTRONICS, DRIVES AND ENERGY SYSTEMS, PEDES, 2022,