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
  • [21] Fuzzy and adaptive fuzzy control for the automobiles' active suspension system
    Sharkawy, AB
    VEHICLE SYSTEM DYNAMICS, 2005, 43 (11) : 795 - 806
  • [22] Functional based adaptive and fuzzy sliding controller for non-autonomous active suspension system
    Huang, Shiuh-Jer
    Chen, Hung-Yi
    JSME INTERNATIONAL JOURNAL SERIES C-MECHANICAL SYSTEMS MACHINE ELEMENTS AND MANUFACTURING, 2006, 49 (04) : 1027 - 1032
  • [23] An adaptive fuzzy controller for 1/2 vehicle active suspension systems
    Kuo-Ching Chiou
    Shiuh-Jer Huang
    2006 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-6, PROCEEDINGS, 2006, : 1010 - +
  • [24] Fuzzy adaptive sliding mode controller for an air spring active suspension
    W. -N. Bao
    L. -P. Chen
    Y. -Q. Zhang
    Y. -S. Zhao
    International Journal of Automotive Technology, 2012, 13 : 1057 - 1065
  • [25] FUZZY ADAPTIVE SLIDING MODE CONTROLLER FOR AN AIR SPRING ACTIVE SUSPENSION
    Bao, W. -N.
    Chen, L. -P.
    Zhang, Y. -Q.
    Zhao, Y. -S.
    INTERNATIONAL JOURNAL OF AUTOMOTIVE TECHNOLOGY, 2012, 13 (07) : 1057 - 1065
  • [26] The design of robust adaptive controller applied in automobile active suspension
    Wang, J
    Qiao, Y
    Wang, HL
    PROCEEDINGS OF THE 3RD WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-5, 2000, : 3156 - 3160
  • [27] Adaptive Neuro-Fuzzy Controller for Vehicle Suspension System
    Kalaivani, R.
    Lakshmi, P.
    2013 FIFTH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING (ICOAC), 2013, : 236 - 240
  • [28] A self-organizing fuzzy controller for an active suspension system
    Huang, SJ
    Lin, WC
    JOURNAL OF VIBRATION AND CONTROL, 2003, 9 (09) : 1023 - 1040
  • [29] Improve active suspension system by FEL controller design
    Marofi, S. Ms.
    Seyedalian, S. J.
    Akram, L.
    MECHANIKA, 2013, (06): : 681 - 687
  • [30] A robust single input adaptive sliding mode fuzzy logic controller for automotive active suspension system
    Kucukdemiral, IB
    Engin, SN
    Omurlu, VE
    Cansever, G
    FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, PT 1, PROCEEDINGS, 2005, 3613 : 981 - 986