Proportional-integrative controller design of Pneumatic system using particle swarm optimization

Pneumatic systems are well known for their advantages, simplicity and can be applied in various industrial applications. This paper presents a comparative study of tuning methods on Proportional-Integral (PI) controller for position control performance both in simulation and in real system. A PI con...

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Main Authors: Osman, K., Faudzi, A. A. M., Rahmat, M. F., Mustafa, N. D., Abidin, A. F. Z., Suzumori, K.
Format: Conference or Workshop Item
Published: 2015
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Online Access:http://eprints.utm.my/id/eprint/59435/
http://dx.doi.org/10.1109/SCOReD.2013.7002623
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spelling my.utm.594352021-12-07T03:28:38Z http://eprints.utm.my/id/eprint/59435/ Proportional-integrative controller design of Pneumatic system using particle swarm optimization Osman, K. Faudzi, A. A. M. Rahmat, M. F. Mustafa, N. D. Abidin, A. F. Z. Suzumori, K. TK Electrical engineering. Electronics Nuclear engineering Pneumatic systems are well known for their advantages, simplicity and can be applied in various industrial applications. This paper presents a comparative study of tuning methods on Proportional-Integral (PI) controller for position control performance both in simulation and in real system. A PI controller designed by optimization with the Particle Swarm Optimization (PSO) algorithm is proposed and its output is compared with the Ziegler-Nichols (Z-N) formula and manual (trial and error) results. Performance assessment of the tuned controllers was performed in MATLAB Simulink. It was observed that the controller designed using PSO gives better results and performance compared to the Z-N formula and manual tuning in simulation and real-time. 2015 Conference or Workshop Item PeerReviewed Osman, K. and Faudzi, A. A. M. and Rahmat, M. F. and Mustafa, N. D. and Abidin, A. F. Z. and Suzumori, K. (2015) Proportional-integrative controller design of Pneumatic system using particle swarm optimization. In: 2013 11th IEEE Student Conference on Research and Development, SCOReD 2013, 16-17 Dec 2013, Putrajaya, Malaysia. http://dx.doi.org/10.1109/SCOReD.2013.7002623
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Osman, K.
Faudzi, A. A. M.
Rahmat, M. F.
Mustafa, N. D.
Abidin, A. F. Z.
Suzumori, K.
Proportional-integrative controller design of Pneumatic system using particle swarm optimization
description Pneumatic systems are well known for their advantages, simplicity and can be applied in various industrial applications. This paper presents a comparative study of tuning methods on Proportional-Integral (PI) controller for position control performance both in simulation and in real system. A PI controller designed by optimization with the Particle Swarm Optimization (PSO) algorithm is proposed and its output is compared with the Ziegler-Nichols (Z-N) formula and manual (trial and error) results. Performance assessment of the tuned controllers was performed in MATLAB Simulink. It was observed that the controller designed using PSO gives better results and performance compared to the Z-N formula and manual tuning in simulation and real-time.
format Conference or Workshop Item
author Osman, K.
Faudzi, A. A. M.
Rahmat, M. F.
Mustafa, N. D.
Abidin, A. F. Z.
Suzumori, K.
author_facet Osman, K.
Faudzi, A. A. M.
Rahmat, M. F.
Mustafa, N. D.
Abidin, A. F. Z.
Suzumori, K.
author_sort Osman, K.
title Proportional-integrative controller design of Pneumatic system using particle swarm optimization
title_short Proportional-integrative controller design of Pneumatic system using particle swarm optimization
title_full Proportional-integrative controller design of Pneumatic system using particle swarm optimization
title_fullStr Proportional-integrative controller design of Pneumatic system using particle swarm optimization
title_full_unstemmed Proportional-integrative controller design of Pneumatic system using particle swarm optimization
title_sort proportional-integrative controller design of pneumatic system using particle swarm optimization
publishDate 2015
url http://eprints.utm.my/id/eprint/59435/
http://dx.doi.org/10.1109/SCOReD.2013.7002623
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score 13.18916