Vibration Control of Vehicle by Active Suspension with LQG Algorithm

被引:7
|
作者
Gomonwattanapanich, O. [1 ]
Pannucharoenwong, N. [1 ]
Rattanadecho, P. [1 ]
Echaroj, S. [1 ]
Hemathulin, S. [2 ]
机构
[1] Thammasat Univ, Fac Engn, Dept Mech Engn, Bangkok, Thailand
[2] Rajabhat Sakon Nakhon Univ, Fac Ind Technol, Dept Mech & Ind, Muang Sakon Nakhon, Thailand
关键词
Passive suspension; Active suspension; Linear quadratic Gaussian; Vibration; Ride performance; OPTIMIZATION;
D O I
10.15282/ijame.17.2.2020.19.0600
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
In this paper, the ride performance of a vehicle with active suspension and Linear Quadratic Gaussian (LQG) controller has been studied and is compared to the performances of a traditional passive suspension system. The study includes variables that are related to a passenger's comfort: vertical position, vertical velocity, pitch angle, pitch velocity, roll angle, and roll velocity. The performances of the two systems are evaluated by maximum values and root mean square (RMS) of the variables when riding on a sinusoidal road profile. The simulation results show that the vehicle with active suspension and LQG controller performs better than passive suspension system where the maximum values decrease by 85.77%, 92.73%, 50.31% 86.83%, 89.41%, 43.28%, and RMS values decrease by 88.59%, 92.36%, 42.99%, 87.61%, 90.85%, and 42.79% for vertical position, vertical velocity, pitch angle, pitch velocity, roll angle, and roll velocity, respectively.
引用
收藏
页码:8011 / 8018
页数:8
相关论文
共 50 条
  • [1] Vibration Control of Active Vehicle Suspension System Using Fuzzy Logic Algorithm
    Allam, Essam
    Elbab, Hesham Fath
    Hady, Magdy Abdel
    Abouel-Seoud, Shawki
    FUZZY INFORMATION AND ENGINEERING, 2010, 2 (04) : 361 - 387
  • [2] A vibration attenuation control algorithm of half vehicle using active suspension
    Chen, Jianguo
    Feng, Xia
    Zhang, Xiaoling
    RESEARCH IN MECHANICAL ENGINEERING AND MATERIAL SCIENCE, 2014, 456 : 14 - 17
  • [3] Vibration Control of a Vehicle Active Suspension System Using a DDPG Algorithm
    Kim, Seong-Jae
    Kim, Hyun-Soo
    Kang, Dong-Joong
    2018 18TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS (ICCAS), 2018, : 1654 - 1656
  • [4] Robust Stability of Active Suspension LQG Control for Railway Vehicle with Parametric Fluctuations<bold> </bold>
    Khadanga, Kaushalendra K.
    Lee, Hee Hyol
    2018 INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY ROBOTICS (ICT-ROBOT), 2018,
  • [5] Design and analysis of active vehicle suspension using gramian matrix based LQG control
    Catalkaya, Murat
    Akay, Orhan Erdal
    Taslialan, Guechan
    PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI, 2024, 30 (07): : 869 - 876
  • [6] Improved LQG vibration control for multiple inputs of electric vehicle
    Zhang, Haipeng
    Zhang, Yuru
    Yu, Xueguang
    Liu, Xintian
    ADVANCES IN MECHANICAL ENGINEERING, 2022, 14 (01)
  • [7] Learning-Based Vibration Control of Vehicle Active Suspension
    Wang, Xi
    Zhuang, Weichao
    Yin, Guodong
    2020 IEEE 18TH INTERNATIONAL CONFERENCE ON INDUSTRIAL INFORMATICS (INDIN), VOL 1, 2020, : 94 - 99
  • [8] Probe into Necessity of Active Suspension Based on LQG Control
    Chen, Shian
    He, Ren
    Liu, Hongguang
    Yao, Ming
    INTERNATIONAL CONFERENCE ON SOLID STATE DEVICES AND MATERIALS SCIENCE, 2012, 25 : 932 - 938
  • [9] A decoupling algorithm for full vehicle active suspension rolling control
    Chen, Jianguo
    RESEARCH IN MECHANICAL ENGINEERING AND MATERIAL SCIENCE, 2014, 456 : 10 - 13
  • [10] A Novel LQG Controller of Active Suspension System for Vehicle Roll Safety
    Chen, Shi-an
    Cai, Yu-meng
    Wang, Jian
    Yao, Ming
    INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2018, 16 (05) : 2203 - 2213