吉林大学学报(工学版) ›› 2015, Vol. 45 ›› Issue (4): 1036-1042.doi: 10.13229/j.cnki.jdxbgxb201504002

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Fuzzy sliding mode traction control based on road friction coefficient estimation

ZHAO Jian1, ZHANG Jin1, ZHU Bing1, 2   

  1. 1.State Key Laboratory of Automotive Simulation and Control, Jilin University, Changchun 130022, China;
    2.Key Laboratory of Bionic Engineering of Ministry of Education, Jilin University, Changchun 130022, China
  • Received:2014-03-24 Online:2015-07-01 Published:2015-07-01

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Abstract: In order to meet the requirements of variable road conditions for vehicle traction control system, a road identification algorithm was proposed based on combined longitudinal and lateral brushed tire model. First, the tire-road forces were estimated by the Kalman filtering method; the road friction coefficient on each wheel was estimated using least square method, and its optimal slip ratio was obtained subsequently. Then, a fuzzy sliding mode based on traction controller was designed using the identified road information. Finally, the algorithm was verified using Matlab/Simulink and CarSim co-simulation. Results show that the proposed algorithm can identify the variation of road conditions and regulate the slip ratios of the driving wheels quickly and accurately, thus, the vehicle driving pe4rformance can be effectively improved.

Key words: vehicle engineering, road friction coefficient estimation, traction control, Kalman filtering, least square method, fuzzy sliding mode control

CLC Number: 

  • U461.2
[1] 喻凡,林逸.汽车系统动力学[M].北京:机械工业出版社,2012:120-122.
[2] 赵健,李静,李幼德,等. 模糊控制在四轮牵引力控制系统中的应用[J]. 吉林大学学报:工学版, 2005,35(2):111-115. Zhao Jian, Li Jing,Li You-de, et al. Applications of fuzzy control on four-wheel traction control system[J]. Journal of Jilin University(Engineering and Technology Edition),2005, 35(2):111-115.
[3] 张晓兵,李宏刚,荣睿,等. 换档干预的牵引力控制系统硬件在环试验[J]. 吉林大学学报:工学版,2008,38(5):1006-1009. Zhang Xiao-bing, Li Hong-gang, Rong Rui, et al. Hardware-in-the-loop simulation of traction control system based on gear-shift intervention in automatic mechanical transmission[J]. Journal of Jilin University(Engineering and Technology Edition),2008,38(5):1006-1009.
[4] 李亮,冉旭,李红志,等. 用于汽车牵引力控制的复杂路面轮胎-道路附着状态判断[J]. 机械工程学报,2012,48(10):109-114. Li Liang, Ran Xu, Li Hong-zhi, et al. Identification of tire-road adhesion state on complicated road surface for traction control system[J]. Journal of Mechanical Engineering,2012,48(10):109-114.
[5] Takuro Matsuda, Shin-ichiro Jo, Hikaru Nishira, et al. Instantaneous estimation of road friction based on front tire sat using Kalman filter[J]. SAE International Journal of Passenger Cars - Mechanical Systems, 2013,6(1):147-153.
[6] Sabbioni E, Kakalis L, Cheli F. On the impact of the maximum available tire-road friction coefficient awareness in a brake-based torque vectoring system[C]∥SAE Paper, 2010-01-0116.
[7] 么鸣涛,管继富,顾亮. 基于车辆振动加速度响应的路面识别研究[J]. 拖拉机与农用运输车,2011,38(1):28-31. Yao Ming-tao, Guan Ji-fu, Gu Liang. Research on road identification based on vehicle vibration acceleration response[J]. Tractor and Farm Transporter,2011,38(1):28-31.
[8] Choi M, Oh J J, Choi S B. Linearized recursive least squares methods for real-time identification of tire-road friction coefficient[J]. IEEE Transactions on Vehicular Technology, 2013,62(7):2906-2918.
[9] Li Li, Wang Fei-yue, Zhou Qun-zhi. Integrated longitudinal and lateral tire/road friction modeling and monitoring for vehicle motion control[J]. IEEE Transactions on Intelligent Transportation Systems, 2006,7(1):1-18.
[10] Pacejka Hans B. Tyre and Vehicle Dynamics[M]. 2nd ed, New York: Elsevier, 2006:101-117.
[11] 赵琳,王小旭,李亮,等. 非线性系统滤波理论[M].北京:国防工业出版社,2012:11-13.
[12] Singh K B, Arat M A, Taheri S. Enhancement of collision mitigation braking system performance through real-time estimation of tire-road friction coefficient by means of smart tires[C]∥SAE Paper, 2012-01-2014.
[13] 万家庆,贺汉根,陈杨,等. 基于路面附着系数曲线的最佳滑移率计算方法[J]. 汽车科技,2004(6):13-16. Wan Jia-qing, He Han-gen, Chen Yang, et al. Best slip ratio calculation method based on road friction coefficient curves[J]. Automobile Science and Technology,2004(6):13-16.
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