Design of adaptive fuzzy controller for active suspension system

被引:0
|
作者
Sun, JM [1 ]
Yang, QM [1 ]
机构
[1] Tianjin Univ, Sch Mech Engn, Tianjin 300072, Peoples R China
关键词
active suspension; fuzzy control; adaptive algorithm;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
With the nonlinearity of the road-vehicle system, an adjustable fuzzy control algorithm which fuzzy control rule table can be obtained with the numerical calculation is advanced. Because the algorithm can adjust the rectification factor of fuzzy controller with the Least Means Squares (LMS) method, it not only can reflect the advantage of fuzzy logic in nonlinearity system but also can improve the disadvantage of common fuzzy control meth strongly depending. on the experience. For. two degree-of-freedom (DOF) vehicle model, the riding comfort and handling safety of vehicle are regarded as control aims, the simulation of vehicle performance in road signal is studied, its results show the adaptive fuzzy controller can effectively control the vibration of vehicle system and reduce the acceleration of the sprung mass by a factor of 20.
引用
收藏
页码:1096 / 1099
页数:4
相关论文
共 50 条
  • [31] An Adaptive Controller Design for Nonlinear Active Air Suspension Systems with Uncertainties
    Zhang, Jinhua
    Yang, Yi
    Hu, Cheng
    MATHEMATICS, 2023, 11 (12)
  • [32] Vehicular suspension controller based on Adaptive Neuro fuzzy inference system
    Pathan, Mannjurkha M.
    Deshmukh, A. Y.
    2013 Sixth International Conference on Emerging Trends in Engineering and Technology (ICETET 2013), 2013, : 121 - 122
  • [33] Design of an Adaptive Fuzzy Observer-Based Fault Tolerant Controller for Pneumatic Active Suspension With Displacement Constraint
    Ho, Cong Minh
    Ahn, Kyoung Kwan
    IEEE ACCESS, 2021, 9 : 136346 - 136359
  • [34] Tuning a Fuzzy Controller by Particle Swarm Optimization for an Active Suspension System
    Hurel, Jorge
    Mandow, Anthony
    Garcia-Cerezo, Alfonso
    38TH ANNUAL CONFERENCE ON IEEE INDUSTRIAL ELECTRONICS SOCIETY (IECON 2012), 2012, : 2524 - 2529
  • [35] Adaptive preload controller design and analysis for electrostatic suspension system
    Wang, Yukun
    Wang, Zhi
    INTERNATIONAL JOURNAL OF MODERN PHYSICS A, 2021, 36 (11-12):
  • [36] LMS adaptive fuzzy control for vehicle active suspension system
    Sun, JM
    Yang, QM
    Dong, Y
    Zhang, Y
    2003 IEEE INTELLIGENT TRANSPORTATION SYSTEMS PROCEEDINGS, VOLS. 1 & 2, 2003, : 1372 - 1377
  • [37] Adaptive Fuzzy Controller Design for Dynamic Positioning System
    Zhao, Yongsheng
    Bai, Yiming
    Wu, Wenhui
    ENGINEERING AND MANUFACTURING TECHNOLOGIES, 2014, 541-542 : 1256 - 1259
  • [38] Active suspension system based on LMS adaptive fuzzy algorithm
    Sun Jianmin
    Yang Qingmei
    PROCEEDINGS OF THE 26TH CHINESE CONTROL CONFERENCE, VOL 4, 2007, : 412 - +
  • [39] Design Of Fuzzy Adaptive PI Controller For SISO System
    Mali, S. A.
    Kadu, C. B.
    Parvat, B. J.
    2015 INTERNATIONAL CONFERENCE ON ENERGY SYSTEMS AND APPLICATIONS, 2015, : 234 - 238
  • [40] Design of an interval type-2 fractional order fuzzy controller for a tractor active suspension system
    Mohammadikia, Reza
    Aliasghary, Mortaza
    COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2019, 167