PSO-based optimization of state feedback tracking controller for a flexible link manipulator
In this paper, state feedback control design for tracking control of a flexible link manipulator is considered. The computation of state feedback control gains is conventionally handled by pole placement method or LQR method via Riccati equation. Unfortunately, they still possess trial-and-e...
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Online Access: | http://irep.iium.edu.my/5289/1/socpar2009.pdf http://irep.iium.edu.my/5289/ http://dx.doi.org/10.1109/SoCPaR.2009.26 |
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my.iium.irep.52892011-11-22T03:22:09Z http://irep.iium.edu.my/5289/ PSO-based optimization of state feedback tracking controller for a flexible link manipulator Solihin, Mahmud Iwan Wahyudi, Martono Akmeliawati, Rini TJ212 Control engineering TK Electrical engineering. Electronics Nuclear engineering In this paper, state feedback control design for tracking control of a flexible link manipulator is considered. The computation of state feedback control gains is conventionally handled by pole placement method or LQR method via Riccati equation. Unfortunately, they still possess trial-and-error approach in choosing their parameters. Particularly, choosing elements of Q and R matrices in the state feedback control design using LQR method has to be done by trial. Therefore, an intelligent method to resolve this problem is proposed by adopting PSO-based optimization. Experimental work is carried out to evaluate effectiveness of the proposed method. 2009 Conference or Workshop Item REM application/pdf en http://irep.iium.edu.my/5289/1/socpar2009.pdf Solihin, Mahmud Iwan and Wahyudi, Martono and Akmeliawati, Rini (2009) PSO-based optimization of state feedback tracking controller for a flexible link manipulator. In: 2009 International Conference of Soft Computing and Pattern Recognition, 4-7 December 2009, Universiti Teknikal Malaysia Melaka (UTeM), Malacca, Malaysia. http://dx.doi.org/10.1109/SoCPaR.2009.26 doi:10.1109/SoCPaR.2009.26 |
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TJ212 Control engineering TK Electrical engineering. Electronics Nuclear engineering Solihin, Mahmud Iwan Wahyudi, Martono Akmeliawati, Rini PSO-based optimization of state feedback tracking controller for a flexible link manipulator |
description |
In this paper, state feedback control design for
tracking control of a flexible link manipulator is considered.
The computation of state feedback control gains is
conventionally handled by pole placement method or LQR
method via Riccati equation. Unfortunately, they still possess trial-and-error approach in choosing their parameters.
Particularly, choosing elements of Q and R matrices in the
state feedback control design using LQR method has to be
done by trial. Therefore, an intelligent method to resolve this problem is proposed by adopting PSO-based optimization.
Experimental work is carried out to evaluate effectiveness of the proposed method. |
format |
Conference or Workshop Item |
author |
Solihin, Mahmud Iwan Wahyudi, Martono Akmeliawati, Rini |
author_facet |
Solihin, Mahmud Iwan Wahyudi, Martono Akmeliawati, Rini |
author_sort |
Solihin, Mahmud Iwan |
title |
PSO-based optimization of state feedback tracking controller for a flexible link manipulator |
title_short |
PSO-based optimization of state feedback tracking controller for a flexible link manipulator |
title_full |
PSO-based optimization of state feedback tracking controller for a flexible link manipulator |
title_fullStr |
PSO-based optimization of state feedback tracking controller for a flexible link manipulator |
title_full_unstemmed |
PSO-based optimization of state feedback tracking controller for a flexible link manipulator |
title_sort |
pso-based optimization of state feedback tracking controller for a flexible link manipulator |
publishDate |
2009 |
url |
http://irep.iium.edu.my/5289/1/socpar2009.pdf http://irep.iium.edu.my/5289/ http://dx.doi.org/10.1109/SoCPaR.2009.26 |
_version_ |
1643605507934519296 |
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13.160551 |