Control Performance of Damping and Air Spring of Heavy Truck Air Suspension System with Optimal Fuzzy Control

被引:31
|
作者
Nguyen, Vanliem [1 ]
Jiao, Renqiang [1 ]
Zhang, Jianrun [2 ]
机构
[1] Hubei Polytech Univ, Huangshi, Hubei, Peoples R China
[2] Southeast Univ, Nanjing, Peoples R China
关键词
Heavy truck; Dynamic load coefficient; Air suspension system; Optimal fuzzy control; Ride comfort; VIBRATION CONTROL; DYNAMIC LOAD; MODELS;
D O I
10.4271/10-04-02-0013
中图分类号
U [交通运输];
学科分类号
08 ; 0823 ;
摘要
The air suspension system of heavy trucks not only improves the vehicle's ride comfort but also reduces the negative impact on the road surface. In order to evaluate the performance of the control damping (CD) and the control air spring (CAS) of the vehicle air suspension system on the ride comfort and the road friendliness, a three-dimensional (3D) nonlinear dynamic model with 14 degrees of freedom (DOF) of the heavy trucks and optimal fuzzy control (OFC) with control rules optimized by the genetic algorithm (GA) are proposed in this study. The root mean square (RMS) acceleration response of the tractor and the dynamic load coefficient (DLC) at the wheel axles are chosen as objective functions under the various operating conditions. Contrastive analysis of the RMS and DLC values with the passive (P), CD, and CAS methods of the air suspension system is carried out respectively. The research result shows that both the CD and CAS methods remarkably improve the ride comfort and road friendliness of the heavy trucks in comparison with P, especially the CAS method has an obvious effect on mitigating the road damage in comparison with the CD method; conversely the CD method is better than the CAS method to improve the tractor's ride comfort under different operating conditions.
引用
收藏
页码:179 / 194
页数:16
相关论文
共 50 条
  • [31] Fuzzy Sliding Mode Control for the Vehicle Height and Leveling Adjustment System of an Electronic Air Suspension
    Sun, Xiao-Qiang
    Cai, Ying-Feng
    Yuan, Chao-Chun
    Wang, Shao-Hua
    Chen, Long
    CHINESE JOURNAL OF MECHANICAL ENGINEERING, 2018, 31 (01)
  • [32] Fuzzy Sliding Mode Control for the Vehicle Height and Leveling Adjustment System of an Electronic Air Suspension
    Xiao-Qiang Sun
    Ying-Feng Cai
    Chao-Chun Yuan
    Shao-Hua Wang
    Long Chen
    Chinese Journal of Mechanical Engineering, 2018, 31 (02) : 238 - 250
  • [33] Stochastic optimal control of truck cabin with active suspension
    Akcay, Huseyin
    Turkay, Semiha
    INTERNATIONAL JOURNAL OF HEAVY VEHICLE SYSTEMS, 2014, 21 (03) : 183 - 207
  • [34] A Fuzzy Sliding Mode Controller for an Air Spring Active Suspension
    Bao, Wei-Ning
    Zhang, Xiao-hong
    Zhao, Yong-sheng
    Zhang, Yun-Qing
    MECHANICAL, MATERIALS AND MANUFACTURING ENGINEERING, PTS 1-3, 2011, 66-68 : 350 - +
  • [35] The dynamic performance of air spring air damping systems by means of small excitations
    Fongue, W. A.
    Pelz, P. F.
    Kieserling, J.
    PROCEEDINGS OF INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING (ISMA2012) / INTERNATIONAL CONFERENCE ON UNCERTAINTY IN STRUCTURAL DYNAMICS (USD2012), 2012, : 3901 - 3912
  • [36] Hierarchical Control of Ride Height System for Electronically Controlled Air Suspension Based on Variable Structure and Fuzzy Control Theory
    XU Xing
    ZHOU Kongkang
    ZOU Nannan
    JIANG Hong
    CUI Xiaoli
    Chinese Journal of Mechanical Engineering, 2015, 28 (05) : 945 - 953
  • [37] Hierarchical control of ride height system for electronically controlled air suspension based on variable structure and fuzzy control theory
    Xing Xu
    Kongkang Zhou
    Nannan Zou
    Hong Jiang
    Xiaoli Cui
    Chinese Journal of Mechanical Engineering, 2015, 28 : 945 - 953
  • [38] Hierarchical control of ride height system for electronically controlled air suspension based on variable structure and fuzzy control theory
    Xu Xing
    Zhou Kongkang
    Zou Nannan
    Jiang Hong
    Cui Xiaoli
    CHINESE JOURNAL OF MECHANICAL ENGINEERING, 2015, 28 (05) : 945 - 953
  • [39] Height control and failsafe algorithm for closed loop air suspension control system
    Jang, Inseob
    Kim, Hyunsup
    Lee, Hyeongchul
    Han, Sangsoo
    2007 INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS, VOLS 1-6, 2007, : 2272 - 2277
  • [40] Acoustical system modelling of the heavy truck air intake system
    Yakar, Ozgun
    Erol, Haluk
    INTERNATIONAL JOURNAL OF HEAVY VEHICLE SYSTEMS, 2019, 26 (02) : 158 - 174