Energy Management Strategy of a Novel Electric Dual-Motor Transmission for Heavy Commercial Vehicles Based on APSO Algorithm

被引:5
|
作者
Liang, Jiajia [1 ,2 ,3 ]
Xu, Xiangyang [1 ,2 ]
Dong, Peng [1 ,2 ]
Feng, Tao [3 ]
Guo, Wei [2 ]
Wang, Shuhan [1 ,2 ]
机构
[1] Beihang Univ, Sch Transportat & Sci Engn, Beijing 102206, Peoples R China
[2] Beihang Univ, Ningbo Inst Technol, Ningbo 315832, Peoples R China
[3] eKontrol Co Ltd, Transmiss Dept, Suzhou 215211, Peoples R China
关键词
dual-motor; transmission; mode switching; energy management strategy; torque split; control strategy; POWERTRAIN; SYSTEM;
D O I
10.3390/su14031163
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
With the development of electric vehicles, dual-motor transmission has become a potential alternative for automated manual transmission (AMT) due to the solution of power interruption and the improvement of energy efficiency. In this paper, a novel electric dual-motor transmission (eDMTP) for heavy commercial vehicles is proposed. Then, a 4-layer energy management strategy is developed to optimize dynamics performance and energy efficiency. Subsequently, a real vehicle operation is performed to validate the control strategy and the performance of eDMTP. The results demonstrate that the operating points of the two motors are both in and around the high-efficiency area under normal mode. This research lays the foundation for the development of a pure electric vehicle transmission system.
引用
收藏
页数:12
相关论文
共 50 条
  • [31] Real-time and hierarchical energy management-control framework for electric vehicles with dual-motor powertrain system
    Yu, Xiao
    Lin, Cheng
    Tian, Yu
    Zhao, Mingjie
    Liu, Huimin
    Xie, Peng
    Zhang, JunZhi
    ENERGY, 2023, 272
  • [32] Optimal drivetrain design methodology for enhancing dynamic and energy performances of dual-motor electric vehicles
    Nguyen, Chi T. P.
    Bao-Huy Nguyen
    Trovao, Joao Pedro F.
    Ta, Minh C.
    ENERGY CONVERSION AND MANAGEMENT, 2022, 252
  • [33] A Novel Estimating Algorithm of Critical Driving Parameters for Dual-Motor Electric Drive Tracked Vehicles Based on a Nonlinear Observer and an Adaptive Kalman Filter
    Chen, Zhaomeng
    Hu, Songhua
    Lv, Haoliang
    Fu, Yimeng
    ENERGIES, 2024, 17 (18)
  • [34] Power Distribution Strategy Development and Optimization of an Integrated Dual-Motor Transmission for Electric Dump Truck
    Tan, Senqi
    Yang, Jue
    Zhao, Xinxin
    Yang, Weiwei
    Yu, Wenhao
    Khajepour, Amir
    IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION, 2021, 7 (03) : 1964 - 1975
  • [35] Energy recovery strategy optimization of dual-motor drive electric vehicle based on braking safety and efficient recovery
    He, Qiang
    Yang, Yang
    Luo, Chang
    Zhai, Jun
    Luo, Ronghua
    Fu, Chunyun
    ENERGY, 2022, 248
  • [36] Optimal Torque Distribution of Dual-Motor All-Wheel Drive Electric Vehicles for Maximizing Motor Energy Efficiency
    Oh, Mingi
    Husain, Iqbal
    2021 IEEE TRANSPORTATION ELECTRIFICATION CONFERENCE & EXPO (ITEC), 2021, : 188 - 193
  • [37] PSO Based Energy Management Strategy for Pure Electric Vehicles with Dual Energy Storage Systems
    Esposito, F.
    Isastia, V.
    Meo, S.
    INTERNATIONAL REVIEW OF ELECTRICAL ENGINEERING-IREE, 2010, 5 (05): : 1862 - 1871
  • [38] The effects investigation of data-driven fitting cycle and deep deterministic policy gradient algorithm on energy management strategy of dual-motor electric bus
    Zhang, Kaixuan
    Ruan, Jiageng
    Li, Tongyang
    Cui, Hanghang
    Wu, Changcheng
    ENERGY, 2023, 269
  • [39] The Tradeoff Power Distribution Strategy Based on the Genetic -Pareto Algorithm for a Dual-Motor Coupling-Propulsion Electric Vehicle
    Lin, Xinyou
    Wei, Shenshen
    Wu, Jiayun
    JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME, 2022, 144 (06):
  • [40] A Novel Predictive Energy Management Strategy for Electric Vehicles Based on Velocity Prediction
    Zhai, Chunjie
    Luo, Fei
    Liu, Yonggui
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2020, 69 (11) : 12559 - 12569