Energy consumption optimization with PSO scheme for electric power steering system

Energy management in Electric Vehicle (EV) technology is very important as the energy source of all its system operations are solely relying on the battery. The unique characteristic of Electric Power Assist Steering (EPAS) system provides a way in realizing minimum energy consumption in EV...

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Main Authors:	Hanifah, Rabiatul A., Toha, Siti Fauziah, Ahmad, Salmiah
Format:	Article
Language:	English
Published:	International Association of Computer Science and Information Technology Press (IACSIT Press） 2014
Subjects:	TL1 Motor vehicles
Online Access:	http://irep.iium.edu.my/38685/ http://irep.iium.edu.my/38685/ http://irep.iium.edu.my/38685/3/energy_consumption_optimization.pdf

id	iium-38685
recordtype	eprints
spelling	iium-386852014-12-25T10:09:54Z http://irep.iium.edu.my/38685/ Energy consumption optimization with PSO scheme for electric power steering system Hanifah, Rabiatul A. Toha, Siti Fauziah Ahmad, Salmiah TL1 Motor vehicles Energy management in Electric Vehicle (EV) technology is very important as the energy source of all its system operations are solely relying on the battery. The unique characteristic of Electric Power Assist Steering (EPAS) system provides a way in realizing minimum energy consumption in EV subsystem. The controller in the EPAS system need to be tuned with the optimal performance setting so that less current is needed for its optimum operation. In this paper, Particle Swarm Optimization (PSO) algorithm is implemented as tuning mechanism for PID controller. The aim of this hybrid controller is to minimize energy consumption of the EPAS system in EV by minimizing the assist current supplied to the assist motor. The PSO searching method will search for the best gain parameters of the PID controller and providing the fast tuning feature that distinguish it from the conventional trial and error method. Simulation results shows the performance and effectiveness of using PSO algorithm for PID tuning. International Association of Computer Science and Information Technology Press (IACSIT Press） 2014 Article PeerReviewed application/pdf en http://irep.iium.edu.my/38685/3/energy_consumption_optimization.pdf Hanifah, Rabiatul A. and Toha, Siti Fauziah and Ahmad, Salmiah (2014) Energy consumption optimization with PSO scheme for electric power steering system. International Journal of Computer Theory and Engineering, 7 (4). pp. 297-301. ISSN 1793-8201 http://www.ijcte.org/list-64-1.html
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	TL1 Motor vehicles
spellingShingle	TL1 Motor vehicles Hanifah, Rabiatul A. Toha, Siti Fauziah Ahmad, Salmiah Energy consumption optimization with PSO scheme for electric power steering system
description	Energy management in Electric Vehicle (EV) technology is very important as the energy source of all its system operations are solely relying on the battery. The unique characteristic of Electric Power Assist Steering (EPAS) system provides a way in realizing minimum energy consumption in EV subsystem. The controller in the EPAS system need to be tuned with the optimal performance setting so that less current is needed for its optimum operation. In this paper, Particle Swarm Optimization (PSO) algorithm is implemented as tuning mechanism for PID controller. The aim of this hybrid controller is to minimize energy consumption of the EPAS system in EV by minimizing the assist current supplied to the assist motor. The PSO searching method will search for the best gain parameters of the PID controller and providing the fast tuning feature that distinguish it from the conventional trial and error method. Simulation results shows the performance and effectiveness of using PSO algorithm for PID tuning.
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	Energy consumption optimization with PSO scheme for electric power steering system
title_short	Energy consumption optimization with PSO scheme for electric power steering system
title_full	Energy consumption optimization with PSO scheme for electric power steering system
title_fullStr	Energy consumption optimization with PSO scheme for electric power steering system
title_full_unstemmed	Energy consumption optimization with PSO scheme for electric power steering system
title_sort	energy consumption optimization with pso scheme for electric power steering system
publisher	International Association of Computer Science and Information Technology Press (IACSIT Press）
publishDate	2014
url	http://irep.iium.edu.my/38685/ http://irep.iium.edu.my/38685/ http://irep.iium.edu.my/38685/3/energy_consumption_optimization.pdf
first_indexed	2023-09-18T20:55:36Z
last_indexed	2023-09-18T20:55:36Z
_version_	1777410282522411008

Energy consumption optimization with PSO scheme for electric power steering system

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