A Fuzzy Logic Global Power Management Strategy for Hybrid Electric Vehicles Based on a Permanent Magnet Electric Variable Transmission

被引:33
|
作者
Abdelsalam, Abdelsalam Ahmed [1 ]
Cui, Shumei [1 ]
机构
[1] Harbin Inst Technol, Dept Elect Machines & Automat, Harbin 150001, Peoples R China
关键词
hybrid electric vehicles; permanent magnet electric variable transmission; fuzzy logic global power management control strategy; Toyota Prius HEV;
D O I
10.3390/en5041175
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
The major contribution of this paper is to propose a Fuzzy Logic Global Power Management Strategy for Hybrid Electric Vehicles (HEVs) that are driven by the PM-EVT (PM machine-Electric Variable Transmission) powertrain, such that the PM-EVT will have superior advantages over other types of powertrains, including the current Toyota Prius powertrain for series-parallel HEVs. This has been investigated throughout three aspects. The first is the optimum power splitting between the Internal Combustion Engine (ICE) and the PM-EVT. The second is maximizing the vehicle's energy capture during the braking process. Finally, sustaining the State of Charge (SOC) of the battery is adopted by a robust ON/OFF controller of the ICE. These goals have been accomplished by developing three fuzzy logic (FL) controllers. The FL controllers are designed based on the state of charge of the battery, vehicle's velocity, traction torque, and the vehicle's requested power. The integration of the studied system is accomplished via the Energetic Macroscopic Representation (EMR) simulation model strategy based on the software Matlab/Simulink. The PM-EVT based HEV system with the proposed power management strategy is validated by comparing to the Toyota Prius HEV. The vehicle's performances have been analyzed throughout a combined long-trip driving cycle that represents the normal and the worst operating conditions. The simulation results show that global control system is effective to control the engine's operating points within the highest efficiency region, exploiting of EVT machines for capturing maximum braking energy, as well as to sustain the SOC of the battery while satisfy the drive ability. The proposed control strategy for the studied HEVs sounds interesting and feasible as supported by a large amount of simulation results.
引用
收藏
页码:1175 / 1198
页数:24
相关论文
共 50 条
  • [1] Research on the Power Management Strategy of Hybrid Electric Vehicles Based on Electric Variable Transmissions
    Xu, Qiwei
    Cui, Shumei
    Song, Liwei
    Zhang, Qianfan
    [J]. ENERGIES, 2014, 7 (02) : 934 - 960
  • [2] Different architectures and modes of operation of HEV based on permanent magnet-electric variable transmission with rule-based and fuzzy logic global control strategy
    Ahmed, Abdelsalam
    Cui, Shumei
    [J]. INTERNATIONAL JOURNAL OF ELECTRIC AND HYBRID VEHICLES, 2012, 4 (01) : 69 - 92
  • [3] An Adaptive Fuzzy Logic Based Energy Management Strategy for Electric Vehicles
    Zhou, Wenhao
    Li, Mian
    Yin, He
    Ma, Chengbin
    [J]. 2014 IEEE 23RD INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS (ISIE), 2014, : 1778 - 1783
  • [4] An energy management strategy based on fuzzy logic for hybrid energy storage system in electric vehicles
    Shen, Yongpeng
    Li, Yuanfeng
    Tang, Yaohua
    Sun, Jianbin
    Zhao, Jun
    Yang, Xiaoliang
    [J]. IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING, 2022, 17 (01) : 53 - 60
  • [5] A Fuzzy Logic based Power Management Strategy for Hybrid Energy Storage System in Hybrid Electric Vehicles Considering Battery Degradation
    Jin, Fanning
    Wang, Mengqi
    Hu, Changjian
    [J]. 2016 IEEE TRANSPORTATION ELECTRIFICATION CONFERENCE AND EXPO (ITEC), 2016,
  • [6] Variable Speed Brushless Hybrid Permanent Magnet Generator for Hybrid Electric Vehicles
    Beik, Omid
    Schofield, Nigel
    Al-Adsani, Ahmad
    [J]. 2014 IEEE TRANSPORTATION ELECTRIFICATION CONFERENCE AND EXPO (ITEC), 2014,
  • [7] Variable Speed Brushless Hybrid Permanent Magnet Generator for Hybrid Electric Vehicles
    Beik, Omid
    Schofield, Nigel
    Al-Adsani, Ahmad
    [J]. 2014 IEEE TRANSPORTATION ELECTRIFICATION CONFERENCE AND EXPO (ITEC), 2014,
  • [8] An Adaptive Fuzzy Logic-Based Energy Management Strategy on Battery/Ultracapacitor Hybrid Electric Vehicles
    Yin, He
    Zhou, Wenhao
    Li, Mian
    Ma, Chengbin
    Zhao, Chen
    [J]. IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION, 2016, 2 (03): : 300 - 311
  • [9] Fuzzy Logic Energy Management Strategy Based on Genetic Algorithm for Plug-in Hybrid Electric Vehicles
    Yu, Haozhe
    [J]. 2019 3RD CONFERENCE ON VEHICLE CONTROL AND INTELLIGENCE (CVCI), 2019, : 115 - 119
  • [10] A Hybrid Genetic Algorithm with Fuzzy Logic Controller for Wireless Power Transmission System of Electric Vehicles
    Wang, Wei-Cheng
    Tai, Cheng-Chi
    Wu, Sheng-Jie
    Liu, Zih-Yi
    [J]. 2015 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL TECHNOLOGY (ICIT), 2015, : 2622 - 2627