A Cruise Control for Electric Vehicle Based on ADRC Controller Considering Driver's Behavior

被引:0
|
作者
Yuan, Qing [1 ]
Liu, Zhenze [1 ]
Chen, Hua [1 ]
Tian, Yantao [1 ]
机构
[1] Jilin Univ, Coll Commun Engn, Changchun, Jilin, Peoples R China
基金
国家重点研发计划;
关键词
cruise control; hierarchical control architecture; ADRC; driver's behavior;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
A cruise control strategy of electric automobile was investigated by means of hierarchical control architecture in this paper, which can comprehensively address issues of tracking capability and driver longitudinal ride comfort. As an actor of driver, the upper controller gives optimal acceleration depending on the actual speed received and the desired value preset by driver. Lower controller compensates for nonlinear vehicle dynamics and enables tracking of desired acceleration given by upper controller. Active disturbance rejection controller(ADRC) was used to design the lower controller for its good performance to suppress the influence of parameter uncertainty and unknown disturbance on cruise control. Results indicate that the ADRC not only assures the stability of closed-loop systems while the load is changing but also can overcome the effect of road slope. On this basis, a saturated function was used to design upper controller in order to imitate the driver's behavior. Finally, corresponding simulations are performed considering a complex vehicle model which take aerodynamic drag forces, gravitational forces, rolling resistance and longitudinal tire forces into account in SIMULINK of MATLAB, and the performance of cruise control system under different conditions is also analyzed.
引用
收藏
页码:4597 / 4602
页数:6
相关论文
共 50 条
  • [31] Predictive Cruise Controller for Electric Vehicle to Save Energy and Extend Battery Lifetime
    Ju, Fei
    Murgovski, Nikolce
    Zhuang, Weichao
    Wang, Qun
    Wang, Liangmo
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2023, 72 (01) : 469 - 482
  • [32] Driving Force Controller for Electric Vehicle Considering Sideslip Angle Based on Brush Model
    Fuse, Hiroyuki
    Fujimoto, Hiroshi
    2019 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS (ICM), 2019, : 531 - 536
  • [33] Vehicle-to-vehicle based multi-objective coordinated adaptive cruise control considering platoon stability
    Zhang, Junhui
    Li, Qing
    Chen, Dapeng
    ADVANCES IN MECHANICAL ENGINEERING, 2018, 10 (10):
  • [34] Control Strategy of Emergency Steering Return of Distributed Drive Electric Vehicle Based on Driver's Intention
    Teng Guowen
    Xiong Lu
    Leng Bo
    2015 34TH CHINESE CONTROL CONFERENCE (CCC), 2015, : 7998 - 8002
  • [35] Robust design optimisation of adaptive cruise controller considering uncertainties of vehicle parameters and occupants
    Kim, Hansu
    Lee, Tae Hee
    Song, Yuho
    Huh, Kunsoo
    VEHICLE SYSTEM DYNAMICS, 2020, 58 (06) : 987 - 1005
  • [36] Vehicle Adaptive Cruise Controller Based on an Optimal Super-twisting Sliding Mode Control
    El Hajjami, Lhoussain
    Mellouli, El Mehdi
    Zuraulis, Vidas
    Berrada, Mohammed
    2022 2ND INTERNATIONAL CONFERENCE OF SMART SYSTEMS AND EMERGING TECHNOLOGIES (SMARTTECH 2022), 2022, : 160 - 165
  • [37] Study on Adaptive Cruise Control Strategy for Battery Electric Vehicle
    Zhang, Sheng
    Zhuan, Xiangtao
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2019, 2019
  • [38] A neural-fuzzy controller for intelligent cruise control of vehicle in highways
    Cai, L
    Rad, AB
    Chan, WL
    Ho, ML
    2003 IEEE INTELLIGENT TRANSPORTATION SYSTEMS PROCEEDINGS, VOLS. 1 & 2, 2003, : 1389 - 1393
  • [39] A neural network-based autonomous articulated vehicle system considering driver behavior
    Zhang W.-M.
    Han H.-B.
    Yang J.
    Yi X.
    Huanan Ligong Daxue Xuebao/Journal of South China University of Technology (Natural Science), 2016, 44 (12): : 74 - 80
  • [40] ADRC-Based Robust and Resilient Control of a 5-Phase PMSM Driven Electric Vehicle
    Hezzi, Abir
    Ben Elghali, Seifeddine
    Bensalem, Yemna
    Zhou, Zhibin
    Benbouzid, Mohamed
    Abdelkrim, Mohamed Naceur
    MACHINES, 2020, 8 (02)