Comfort and energy-saving control of electric vehicle based on nonlinear model predictive algorithm

被引：0
|
作者：
Dou, Manli [1 ,2 ]
Shi, Chun [1 ,2 ]
Wu, Gang [1 ,2 ]
Liu, Xiaoguang [1 ,2 ]
机构：
[1] School of Information Science and Technology, University of Science and Technology of China, China
[2] National Electric Vehicle System Integration Engineering Research Center, China
来源：
Computer Modelling and New Technologies | 2014年 / 18卷 / 04期
关键词：
Fuel economy - Electric vehicles - Cost functions - Electric machine control - Vehicle safety - Nonlinear systems;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
This paper develops a control-oriented drivability model for an electric vehicle and a nonlinear model predictive optimization algorithm for an electric vehicle. A cost function is developed that considers the tracking error of setting value and the variation of control volume. Longitudinal ride comfort and energy-saving is also considered. Simulations show that the developed control system provides significant benefits in terms of fuel economy, vehicle safety and tracking capability while at the same time also satisfying driver desired car following characteristics.
引用
收藏
页码：249 / 254
相关论文
共 50 条
  • [21] Energy Optimization Control Algorithm of Underwater Vehicle Based on Model Predictive Control
    Xin, Guanghong
    Zhou, Mi
    Yang, Bo
    Ding, Xueyong
    JOURNAL OF COASTAL RESEARCH, 2020, : 830 - 834
  • [22] Model Predictive Control for Nonlinear Energy Management of a Power Split hybrid Electric Vehicle
    Shi, Dehua
    Wang, Shaohua
    Cai, Yingfeng
    Chen, Long
    Yuan, ChaoChun
    Yin, ChunFang
    INTELLIGENT AUTOMATION AND SOFT COMPUTING, 2020, 26 (01): : 27 - 39
  • [23] Predictive energy-saving optimization based on nonlinear model predictive control for cooperative connected vehicles platoon with V2V communication
    Ma, Fangwu
    Yang, Yu
    Wang, Jiawei
    Liu, Zhenze
    Li, Jinhang
    Nie, Jiahong
    Shen, Yucheng
    Wu, Liang
    ENERGY, 2019, 189
  • [24] A Novel Exergy-Based Optimization Approach in Model Predictive Control for Energy-Saving Assessment
    Karim Salahshoor
    Mohammad. H. Asheri
    Mohsen Hadian
    Mehdi Doostinia
    Masoud Babaei
    Journal of Control, Automation and Electrical Systems, 2020, 31 : 1481 - 1488
  • [25] Energy-Saving Driving Assistance System Integrated With Predictive Cruise Control for Electric Vehicles
    Hong, Jinlong
    Luo, Xi
    Wu, Hao
    Na, Xiaoxiang
    Chu, Hongqing
    Gao, Bingzhao
    Chen, Hong
    IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2024, 9 (03): : 4518 - 4528
  • [26] A Novel Exergy-Based Optimization Approach in Model Predictive Control for Energy-Saving Assessment
    Salahshoor, Karim
    Asheri, Mohammad. H.
    Hadian, Mohsen
    Doostinia, Mehdi
    Babaei, Masoud
    JOURNAL OF CONTROL AUTOMATION AND ELECTRICAL SYSTEMS, 2020, 31 (06) : 1481 - 1488
  • [27] Comfort air-conditioning control for building energy-saving
    Yonezawa, K
    Yamada, F
    Wada, Y
    Hanada, Y
    IECON 2000: 26TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, VOLS 1-4: 21ST CENTURY TECHNOLOGIES AND INDUSTRIAL OPPORTUNITIES, 2000, : 1737 - 1742
  • [28] Explicit Nonlinear Model Predictive Control for Electric Vehicle Traction Control
    Tavernini, Davide
    Metzler, Mathias
    Gruber, Patrick
    Sorniotti, Aldo
    IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2019, 27 (04) : 1438 - 1451
  • [29] Study of practical Energy-saving Operation for Electric Railway Vehicle
    Hiramatsu, Suguru
    Kumada, Yoshifumi
    Toukai, Katsuhito
    Sugimoto, Syouichi
    Kawamura, Junya
    Kageyama, Masahisa
    2015 INTERNATIONAL CONFERENCE ON ELECTRICAL SYSTEMS FOR AIRCRAFT, RAILWAY, SHIP PROPULSION AND ROAD VEHICLES (ESARS), 2015,
  • [30] Ratio Optimization of Hydraulic Energy-saving Vehicle Coupler Based on Genetic Algorithm
    Liu, Xinhui
    Zhao, Jinxiang
    Sun, Hui
    2009 INTERNATIONAL CONFERENCE ON COMPUTER AND AUTOMATION ENGINEERING, PROCEEDINGS, 2009, : 165 - +
12345