Robust control design based on differential evolution for two-mass system

This paper presents a robust control design based on constrained optimization using Differential Evolution (DE). The feedback controller is designed based on state space model of the plant considering structured uncertainty such that the closed-loop system would have maximum stability radius. A wedg...

Full description

Saved in:
Bibliographic Details
Main Authors: Solihin, Mahmud Iwan, Akmeliawati, Rini
Format: Article
Language:English
Published: Indonesian Society for Knowledge and Human Development (INSIGHT) 2011
Subjects:
Online Access:http://irep.iium.edu.my/17313/1/89-99-1-PB.pdf
http://irep.iium.edu.my/17313/
http://ijaseit.insightsociety.org/index.php?option=com_content&view=article&id=9&Itemid=1&article_id=89
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Universiti Islam Antarabangsa Malaysia
Language: English
id my.iium.irep.17313
record_format dspace
spelling my.iium.irep.173132012-02-01T07:54:23Z http://irep.iium.edu.my/17313/ Robust control design based on differential evolution for two-mass system Solihin, Mahmud Iwan Akmeliawati, Rini TJ212 Control engineering This paper presents a robust control design based on constrained optimization using Differential Evolution (DE). The feedback controller is designed based on state space model of the plant considering structured uncertainty such that the closed-loop system would have maximum stability radius. A wedge region is assigned as a constraint for desired closed loop poles location. The proposed control technique is applied to a two-mass system that is known as benchmark problem for robust control design. The simulation results seem to be interesting in which the robustness performance is achieved in the presence of parameter variations of the plant. Indonesian Society for Knowledge and Human Development (INSIGHT) 2011-01-14 Article REM application/pdf en http://irep.iium.edu.my/17313/1/89-99-1-PB.pdf Solihin, Mahmud Iwan and Akmeliawati, Rini (2011) Robust control design based on differential evolution for two-mass system. International Journal of Advanced Science Engineering Information Technology, 1 (4). pp. 436-440. ISSN 2088-5334 http://ijaseit.insightsociety.org/index.php?option=com_content&view=article&id=9&Itemid=1&article_id=89
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
topic TJ212 Control engineering
spellingShingle TJ212 Control engineering
Solihin, Mahmud Iwan
Akmeliawati, Rini
Robust control design based on differential evolution for two-mass system
description This paper presents a robust control design based on constrained optimization using Differential Evolution (DE). The feedback controller is designed based on state space model of the plant considering structured uncertainty such that the closed-loop system would have maximum stability radius. A wedge region is assigned as a constraint for desired closed loop poles location. The proposed control technique is applied to a two-mass system that is known as benchmark problem for robust control design. The simulation results seem to be interesting in which the robustness performance is achieved in the presence of parameter variations of the plant.
format Article
author Solihin, Mahmud Iwan
Akmeliawati, Rini
author_facet Solihin, Mahmud Iwan
Akmeliawati, Rini
author_sort Solihin, Mahmud Iwan
title Robust control design based on differential evolution for two-mass system
title_short Robust control design based on differential evolution for two-mass system
title_full Robust control design based on differential evolution for two-mass system
title_fullStr Robust control design based on differential evolution for two-mass system
title_full_unstemmed Robust control design based on differential evolution for two-mass system
title_sort robust control design based on differential evolution for two-mass system
publisher Indonesian Society for Knowledge and Human Development (INSIGHT)
publishDate 2011
url http://irep.iium.edu.my/17313/1/89-99-1-PB.pdf
http://irep.iium.edu.my/17313/
http://ijaseit.insightsociety.org/index.php?option=com_content&view=article&id=9&Itemid=1&article_id=89
_version_ 1643607261755473920