HEV Energy Management Fuzzy Logic Control Based on Dynamic Programming

被引:0
|
作者
Wei, Zhen [1 ]
Xu, John [1 ]
Halim, Dunant [2 ]
机构
[1] Univ Nottingham Ningbo, Dept Elect & Elect Engn, Ningbo, Zhejiang, Peoples R China
[2] Univ Nottingham Ningbo, Dept Mech Mat & Mfg Engn, Ningbo, Zhejiang, Peoples R China
关键词
HEV; energy management; fuzzy logic control; dynamic programming;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this work an optimized fuzzy logic control strategy for Hybrid Electric Vehicle energy management is proposed. The dynamic programming algorithm is applied to obtain the optimal power distribution between engine and motor for a given driving cycle. The dynamic programming solution is also utilized for the design of the fuzzy control strategy and acts as benchmarks for comparison. The proposed strategy is based on the driving conditions; therefore, less relies on the artificial experience. The simulation results indicate that the proposed strategy can further improve the fuel efficiency compared with the conventional control strategy.
引用
收藏
页数:5
相关论文
共 50 条
  • [31] Denotational semantics of dynamic fuzzy logic programming language
    Zhao, Xiaofang
    Li, Fanzhang
    2006 IEEE INTERNATIONAL CONFERENCE ON GRANULAR COMPUTING, 2006, : 409 - +
  • [32] Towards Real-Time Optimal Energy Management of HEV Powertrains Using Stochastic Dynamic Programming
    Leroy, Thomas
    Malaize, Jeremy
    Corde, Gilles
    2012 IEEE VEHICLE POWER AND PROPULSION CONFERENCE (VPPC), 2012, : 383 - 388
  • [33] Dual Heuristic Dynamic Programming Based Energy Management Control for Hybrid Electric Vehicles
    Wang, Yaqian
    Jiao, Xiaohong
    ENERGIES, 2022, 15 (09)
  • [34] Microgrid Energy Management based on Approximate Dynamic Programming
    Strelec, Martin
    Berka, Jan
    2013 4TH IEEE/PES INNOVATIVE SMART GRID TECHNOLOGIES EUROPE (ISGT EUROPE), 2013,
  • [35] Fuzzy logic-based optimal control method for energy management of pure electric vehicle
    Dong, Bing
    Tian, Yan-Tao
    Zhou, Chang-Jiu
    Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), 2015, 45 (02): : 516 - 525
  • [36] Energy Management of Parallel-Connected Cells in Electric Vehicles Based on Fuzzy Logic Control
    Song, Chuanxue
    Shao, Yulong
    Song, Shixin
    Chang, Cheng
    Zhou, Fang
    Peng, Silun
    Xiao, Feng
    ENERGIES, 2017, 10 (03):
  • [37] Energy management strategy based on CEEMDAN and fuzzy logic control for hybrid power system of ship
    Yang, Yicong
    Pan, Lin
    Wang, Jiying
    Deng, Zhenxing
    2023 35TH CHINESE CONTROL AND DECISION CONFERENCE, CCDC, 2023, : 1970 - 1975
  • [38] Fuzzy logic based economical analysis of photovoltaic energy management
    Ciabattoni, Lucio
    Ferracuti, Francesco
    Grisostomi, Massimo
    Ippoliti, Gianluca
    Longhi, Sauro
    NEUROCOMPUTING, 2015, 170 : 296 - 305
  • [39] Q-Learning-based fuzzy energy management for fuel cell/supercapacitor HEV
    Tao, Jili
    Zhang, Ridong
    Qiao, Zhijun
    Ma, Longhua
    TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2022, 44 (10) : 1939 - 1949
  • [40] Fuzzy Energy Management Strategy for Plug-in HEV Based on Driving Cycle Modeling
    Wu Jian
    2014 33RD CHINESE CONTROL CONFERENCE (CCC), 2014, : 4472 - 4476