Research on Genetic-fuzzy Control Strategy for Parallel Hybrid Electric Vehicle

被引:0
|
作者
Yang, Shichun [1 ]
Li, Ming [1 ]
Weng, Haoyu [2 ]
Liu, Bao [2 ]
Li, Qiang [2 ]
Zhu, Yongli [2 ]
Liu, Xiu [2 ]
机构
[1] Beihang Univ, Sch Transportat Sci & Engn, 37 Xueyuan Rd, Beijing 100191, Peoples R China
[2] Great Wall Automobile Co Ltd, New Energy Lab, Baoding 071000, Hebei Province, Peoples R China
关键词
Parallel hybrid electric vehicle; genetic algorithm (GA); fuzzy control; optimization;
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
Fuzzy control strategy is developed for the dual-clutch single-axis torque coupling parallel hybrid electric vehicle. Torque distribution fuzzy controller which has been designed for the hybrid vehicle is optimized by genetic algorithms. The simulation model of the hybrid vehicle was built upon matlab / simulink and ADVISOR software. Under typical condition NEDC, the fuzzy control strategy is optimized both by genetic algorithms with the constraint condition of economy performance and by integrated constraint conditions of economy performance and emission performance. Optimization results show that when the controller is optimized by genetic algorithms and the fuzzy controller, the fuel consumption decreased by 4.3%.
引用
收藏
页码:402 / 407
页数:6
相关论文
共 50 条
  • [1] Design of genetic-fuzzy control strategy for parallel Hybrid Electric Vehicles
    Poursamad, Amir
    Montazeri, Morteza
    [J]. CONTROL ENGINEERING PRACTICE, 2008, 16 (07) : 861 - 873
  • [2] A Research on the Fuzzy Control Strategy for Parallel Hybrid Electric Vehicle
    Cai, Ling
    Ge, Liang
    [J]. FRONTIERS OF MANUFACTURING AND DESIGN SCIENCE II, PTS 1-6, 2012, 121-126 : 2522 - 2526
  • [3] Fuzzy- Genetic Control Strategy of Hybrid Electric Vehicle
    Yi, Tian
    Xin, Zhang
    Liang, Zhang
    [J]. ICICTA: 2009 SECOND INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTATION TECHNOLOGY AND AUTOMATION, VOL II, PROCEEDINGS, 2009, : 720 - 723
  • [4] A genetic-fuzzy control method for regenerative braking in electric vehicle
    Liu Zhiqiang
    Lu Shan
    Du Rong-hua
    [J]. INTERNATIONAL JOURNAL OF COMPUTING SCIENCE AND MATHEMATICS, 2020, 11 (03) : 263 - 277
  • [5] Optimized Fuzzy Logic Control Strategy for Parallel Hybrid Electric Vehicle based on Genetic Algorithm
    Zhou, Meilan
    Lu, Dengke
    Li, Weimin
    Xu, Huifeng
    [J]. MECHANICAL ENGINEERING, MATERIALS SCIENCE AND CIVIL ENGINEERING, 2013, 274 : 345 - +
  • [6] Fuzzy Logic Based Control Strategy for Parallel Hybrid Electric Vehicle
    Wahsh, S.
    Hamed, H. G.
    Nashed, M. N. F.
    Dakrory, T.
    [J]. 2008 INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION: (ICMA), VOLS 1 AND 2, 2008, : 27 - +
  • [7] Optimised fuzzy control strategy applied to parallel hybrid electric vehicle
    Boujneh, Mariem
    Majdoub, Nesrine
    Ladhari, Taoufik
    Sakly, Anis
    [J]. JOURNAL OF CONTROL AND DECISION, 2024,
  • [8] Research on Parallel Hybrid Electric Vehicle Control Strategy and GA Optimization
    Liu Han
    Gao Jun-Tao
    [J]. 2011 30TH CHINESE CONTROL CONFERENCE (CCC), 2011, : 5082 - 5087
  • [9] Research on Dynamic Torque Control Strategy for Parallel Hybrid Electric Vehicle
    Yan, Yunbing
    Yan, Fuwu
    Du, Changqing
    [J]. MACHINERY, MATERIALS SCIENCE AND ENGINEERING APPLICATIONS, PTS 1 AND 2, 2011, 228-229 : 951 - +
  • [10] Research on Mode Switching Control Strategy of Parallel Hybrid Electric Vehicle
    Liu, Jin-Gang
    Xiao, Pei-Jie
    Fu, Bing
    Wang, Jian-De
    Zhao, You-Hong
    He, Li-Hong
    Chen, Jian-Wen
    [J]. Zhongguo Gonglu Xuebao/China Journal of Highway and Transport, 2020, 33 (08): : 42 - 50