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LIU Xu-dong, FAN Qing-wu, DUAN Jian-min, ZHOU Da-sen. Optimization of HEV System Parameters Based on Hybrid Adaptive Genetic Algorithm[J]. Journal of Beijing University of Technology, 2009, 35(7): 904-909.
Citation: LIU Xu-dong, FAN Qing-wu, DUAN Jian-min, ZHOU Da-sen. Optimization of HEV System Parameters Based on Hybrid Adaptive Genetic Algorithm[J]. Journal of Beijing University of Technology, 2009, 35(7): 904-909.

Optimization of HEV System Parameters Based on Hybrid Adaptive Genetic Algorithm

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  • Received Date: February 20, 2008
  • Available Online: December 09, 2022
  • Selecting optimization algorithm is an important part in the optimization of HEV system parameters.To overcome the shortcomings of prematurity and slow convergence speed in simple genetic algorithm, a hybrid adaptive genetic algorithm is proposed.Testing results show that the proposed algorithm has both good whole astringency and fast convergence speed.The new hybrid adaptive genetic algorithm is applied to the optimization of HEV system parameters and satisfactory optimization results and convergence effects are obtained.Based on the optimization results, an engine/generator set of a series hybrid electric mini-bus is designed optimally.
  • [1]
    田光宇, 彭涛, 林成涛, 等.混合动力电动汽车关键技术[J].汽车技术, 2002, 1:8-11.TIAN Guang-yu, PENG Tao, LIN Cheng-tao, et al.Key techniques of hybrid electric vehicle[J].Automobile Technology, 2002, 1:8-11. (in Chinese)
    [2]
    ASSANIS D, DELAGRAMMATIKAS G, FELLINI R, et al.An optimization approach to hybrid electric propulsion systemdesign[J].J Mech Struct Machines, 1999, 27 (4):393-421.
    [3]
    MARKEL T, WIPKE K.Optimization techniques for hybrid electric vehicle analysis using ADVISOR[C]//Proceedings ofthe ASME International Mechanical Engineering Congress and Exposition.New York:ASME, 2001:147-155.
    [4]
    GALDI V, IPPOLITO L, PICCOLO A, et al.A genetic-based methodology for hybrid electric vehicles sizing[J].SoftComputing, 2001, 5 (6):451-457.
    [5]
    HUANG B F, WANG Z C, XU Y S.Multi-objective genetic algorithm for hybrid electric vehicle parameter optimization[C]//Proceeds of the 2006 IEEE/RSJ International Conference on Intelligent Robots and System.Beijing:IEEE, 2006:5177-5182.
    [6]
    LIU X D, WU Y P.DUAN J M.Optimal sizing of a series hybrid electric vehicle using a genetic algorithm[C]//Proceedings of the 2007 IEEE International Conference on Automation and Logistics.Jinan:IEEE, 2007:1125-1129.
    [7]
    刘旭东.串联式混合动力电动汽车控制策略及其应用技术研究[D].北京:北京工业大学, 2008.LIU Xu-dong.Research on the series hybrid electric vehicle control strategies and its application techniques[D].Beijing:Beijing University of Technology, 2008. (in Chinese)
    [8]
    潘伟, 刁华宗, 井元伟.一种改进的实数自适应遗传算法[J].控制与决策, 2006, 21 (7):792-795.PAN Wei, DIAO Hua-zong, JING Yuan-wei.An improved real-value adaptive genetic algorithm[J].Control and Decision, 2006, 21 (7):792-795. (in Chinese)
    [9]
    吴志远, 劭惠鹤, 吴新余.一种新的自适应遗传算法及其在多峰值函数优化中的应用[J].控制理论及应用, 1999, 16 (1):127-129.WU Zhi-yuan, SHAO Hui-he, WU Xin-yu.A new adaptive genetic algorithm&its application in multimodel functionoptimization[J].Control Theory and Applications, 1999, 16 (1):127-129. (in Chinese)
    [10]
    李青山, 陈平.用改进的遗传算法实现架构恢复[J].软件学报, 2003, 14 (7):1221-1228.LI Qing-shan, CHEN Ping.Implementing architecture recover by using improved genetic algorithm[J].Journal ofSoftware, 2003, 14 (7):1221-1228. (in Chinese)
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