CFP last date
20 December 2024
Call for Paper
January Edition
IJCA solicits high quality original research papers for the upcoming January edition of the journal. The last date of research paper submission is 20 December 2024

Submit your paper
Know more
The week's pick
Responsive image
Improved Shuffled Frog Leaping Algorithm with Self-Adaptive Shuffling for Fuzzy Logic PD+G Controller Optimization in Robotic Manipulators

Duc Hoang Nguyen
Random Articles
Reseach Article

Quarter Car Active Suspension System Control using Fuzzy Controller tuned by PSO

by Wissam H. Al-Mutar, Turki Y. Abdalla
journal cover thumbnail

International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 127 - Number 2
Year of Publication: 2015
Authors: Wissam H. Al-Mutar, Turki Y. Abdalla
10.5120/ijca2015906334

Wissam H. Al-Mutar, Turki Y. Abdalla . Quarter Car Active Suspension System Control using Fuzzy Controller tuned by PSO. International Journal of Computer Applications. 127, 2 ( October 2015), 38-43. DOI=10.5120/ijca2015906334

@article{ 10.5120/ijca2015906334,
author = { Wissam H. Al-Mutar, Turki Y. Abdalla },
title = { Quarter Car Active Suspension System Control using Fuzzy Controller tuned by PSO },
journal = { International Journal of Computer Applications },
issue_date = { October 2015 },
volume = { 127 },
number = { 2 },
month = { October },
year = { 2015 },
issn = { 0975-8887 },
pages = { 38-43 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume127/number2/22704-2015906334/ },
doi = { 10.5120/ijca2015906334 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T23:18:51.702475+05:30
%A Wissam H. Al-Mutar
%A Turki Y. Abdalla
%T Quarter Car Active Suspension System Control using Fuzzy Controller tuned by PSO
%J International Journal of Computer Applications
%@ 0975-8887
%V 127
%N 2
%P 38-43
%D 2015
%I Foundation of Computer Science (FCS), NY, USA
Abstract

The objective of this paper is to design an efficient control scheme for car suspension system. The purpose of suspension system in automobiles is to improve more comfortable riding and good handling with road profile. A nonlinear hydraulic actuator is added to passive suspension system in parallel with damper. The Particles Swarm Optimization (PSO) is used to design a Fuzzy controller for active suspension system. The designed controller is applied for quarter car suspension system and result is compared with passive suspension system model. Simulation results show good performance for the designed controller.

References
  1. Ian Fialho and Gary J. Balas, Member, IEEE.” Road Adaptive Active Suspension Design Using Linear Parameter-Varying Gain-Scheduling,” IEEE Transactions on Control Systems Technology, Vol. 10, No. 1, January 2002.
  2. Dr. Shibly Ahmed Al-Samarraie, Dr. Muhsin N.Hamza &YasirKhudhair AbbasWest, “Design of a Nonlinear Robust Controller for Vibration Control of a Vehicle Suspension System,” Eng.& Tech. Journal ,Vol. 29, No.11, 2011
  3. A. Aldair and W. J. Wang, “Design an Intelligent Controller for Full vehicle nonlinear Active Suspension System,” International Journal on Smart Sensing and Intelligent Systems Vol. 4, No. 2, June 2011.
  4. Jie He, Hui Guo,” A Modified Particle Swarm Optimization Algorithm,” TELKOMNIKA, Vol. 11, No. 10, October 2013, pp. 6209 ~ 6215.
  5. Faraz Ahmed Ansari, RajShree Taparia, ”Modeling, Analysis and Control of Active Suspension System using Sliding Mode Control and Disturbance Observer,” International Journal of Scientific and Research Publications, Volume 3, Issue 1, January 2013.
  6. Bhuwaneshwar Chandekar1, Hemant D. Lagdive, “Design of Electro-Hydraulic Active Suspension System for Four Wheel Vehicles,” International Journal of Emerging Technology and Advanced Engineering Website: www.ijetae.com (ISSN 2250-2459,ISO 9001:2008Certified Journal, Volume 4, Issue 4, April 2014).
  7. Shpetim Lajqi, Stanislav Pehan,” Designs and Optimizations of Active and Semi-Active Non-linear Suspension Systems for a Terrain Vehicle,” Journal of Mechanical Engineering 58(2012)12, 732-743.
  8. Sayel M. Fayyad, “Constructing Control System for Active Suspension System,” Contemporary Engineering Sciences, Vol. 5, 2012, no. 4, 189 – 200.
  9. Senthilkumar Mouleeswaran (2012). Design and Development of PID Controller-Based Active Suspension System for Automobiles, PID Controller Design Approaches - Theory, Tuning and Application to Frontier Areas, Dr. Marialena Vagia (Ed.), ISBN: 978-953-51-0405-6, InTech
  10. M. D. Donahue and J. K. Hedrick, “Implementation of an Active Suspension, Preview Controller for Improved Ride Comfort,” ch no. 1, “Nonlinear and Hybrid System in Automotive Control” Johansson, R. and Rantzer, A. (Eds.) 2003, XVIII, 446 p., Hardcover ISBN: 978-1-85233-652-3.
  11. Goegoes Dwi Nusantoro and Gigih Priyandoko, “PID State Feedback Controller of a Quarter Car Active Suspension System”, Journal of Basic and Applied Scientific Research 1 (11).
  12. Kurniawan Eka Permana and Siti Zaiton Mohd Hashim, “,Fuzzy Membership Function Generation using Particle Swarm Optimization”, Int. J. Open Problems Compt. Math., Vol. 3, No. 1, March 2010.
  13. Binitha S and S Siva Sathya,“ A Survey of Bio inspired Optimization Algorithms”, International Journal of Soft Computing and Engineering (IJSCE) ISSN: 2231-2307, Volume-2, Issue-2, May 2012.
Index Terms

Computer Science
Information Sciences

Keywords

Active suspension system FLC PSO.

Powered by PhDFocusTM