Hybrid pid and pso-based control for electric power assist steering system for electric vehicle
Electric power assist steering (EPAS) system provides an important significance in enhancing the driving performance of a vehicle with its energy-conserving features. This paper presents a hybrid PID (Proportional-Integral-Derivative) and particle swarm optimization (PSO) based control scheme to...
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my.iium.irep.338732014-01-20T01:10:33Z http://irep.iium.edu.my/33873/ Hybrid pid and pso-based control for electric power assist steering system for electric vehicle Hanifah, Rabiatul A. Toha, Siti Fauziah Ahmad, Salmiah TJ212 Control engineering Electric power assist steering (EPAS) system provides an important significance in enhancing the driving performance of a vehicle with its energy-conserving features. This paper presents a hybrid PID (Proportional-Integral-Derivative) and particle swarm optimization (PSO) based control scheme to minimize energy consumption for EPAS. This single objective optimization scheme is realized using the PSO technique in searching for best gain parameters of the PID controller. The fast tuning feature of this optimum PID controller produced high-quality solutions. Simulation results show the performance and effectiveness of the hybrid PSO-PID based controller as opposed to the conventional PID controller. IOP Publishing 2013 Article REM application/pdf en http://irep.iium.edu.my/33873/1/rabiatul.pdf Hanifah, Rabiatul A. and Toha, Siti Fauziah and Ahmad, Salmiah (2013) Hybrid pid and pso-based control for electric power assist steering system for electric vehicle. IOP Conference Series: Materials Science and Engineering, 53. 012039-1. ISSN 1757-8981 http://iopscience.iop.org/1757-899X/53/1/012039 10.1088/1757-899X/53/1/012039 |
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TJ212 Control engineering Hanifah, Rabiatul A. Toha, Siti Fauziah Ahmad, Salmiah Hybrid pid and pso-based control for electric power assist steering system for electric vehicle |
description |
Electric power assist steering (EPAS) system provides an important significance in
enhancing the driving performance of a vehicle with its energy-conserving features. This paper
presents a hybrid PID (Proportional-Integral-Derivative) and particle swarm optimization (PSO)
based control scheme to minimize energy consumption for EPAS. This single objective optimization
scheme is realized using the PSO technique in searching for best gain parameters of the PID
controller. The fast tuning feature of this optimum PID controller produced high-quality solutions.
Simulation results show the performance and effectiveness of the hybrid PSO-PID based controller
as opposed to the conventional PID controller. |
format |
Article |
author |
Hanifah, Rabiatul A. Toha, Siti Fauziah Ahmad, Salmiah |
author_facet |
Hanifah, Rabiatul A. Toha, Siti Fauziah Ahmad, Salmiah |
author_sort |
Hanifah, Rabiatul A. |
title |
Hybrid pid and pso-based control for electric power assist
steering system for electric vehicle |
title_short |
Hybrid pid and pso-based control for electric power assist
steering system for electric vehicle |
title_full |
Hybrid pid and pso-based control for electric power assist
steering system for electric vehicle |
title_fullStr |
Hybrid pid and pso-based control for electric power assist
steering system for electric vehicle |
title_full_unstemmed |
Hybrid pid and pso-based control for electric power assist
steering system for electric vehicle |
title_sort |
hybrid pid and pso-based control for electric power assist
steering system for electric vehicle |
publisher |
IOP Publishing |
publishDate |
2013 |
url |
http://irep.iium.edu.my/33873/1/rabiatul.pdf http://irep.iium.edu.my/33873/ http://iopscience.iop.org/1757-899X/53/1/012039 |
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