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Artificial immune network model based controller for vibration suppression of flexible structures

This paper presents a model based controller with immune inspired algorithm to suppress flexible plate vibration. Artificial immune network (AiNet) algorithm with real-valued random initialisation of antibodies is considered to optimise the system model for use in active vibration controller develop...

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Main Authors: Md. Salleh, Salihatun, Tokhi, M. Osman, Toha, Siti Fauziah
Format: Conference or Workshop Item
Language:English
Published: 2010
Subjects:
TJ181 Mechanical movements
Online Access:http://irep.iium.edu.my/6907/1/Siti_CEC2010_2.pdf
http://irep.iium.edu.my/6907/
http://dx.doi.org/10.1109/CEC.2010.5586371
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spelling my.iium.irep.69072012-10-02T00:03:18Z http://irep.iium.edu.my/6907/ Artificial immune network model based controller for vibration suppression of flexible structures Md. Salleh, Salihatun Tokhi, M. Osman Toha, Siti Fauziah TJ181 Mechanical movements This paper presents a model based controller with immune inspired algorithm to suppress flexible plate vibration. Artificial immune network (AiNet) algorithm with real-valued random initialisation of antibodies is considered to optimise the system model for use in active vibration controller development in a single-input and multi-output (SIMO) configuration. The AiNet model based controller thus developed shows the capability of the approach with relatively better accuracy in comparison to using real-coded genetic algorithm. The simulation results also reveal improvement in vibration reduction and less computational time. 2010-09-27 Conference or Workshop Item REM application/pdf en http://irep.iium.edu.my/6907/1/Siti_CEC2010_2.pdf Md. Salleh, Salihatun and Tokhi, M. Osman and Toha, Siti Fauziah (2010) Artificial immune network model based controller for vibration suppression of flexible structures. In: IEEE World Congress on Computational Intelligence (WCCI 2010), 18-23 July 2010, Barcelona. Spain. http://dx.doi.org/10.1109/CEC.2010.5586371 doi:10.1109/CEC.2010.5586371
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 TJ181 Mechanical movements
spellingShingle TJ181 Mechanical movements
Md. Salleh, Salihatun
Tokhi, M. Osman
Toha, Siti Fauziah
Artificial immune network model based controller for vibration suppression of flexible structures
description This paper presents a model based controller with immune inspired algorithm to suppress flexible plate vibration. Artificial immune network (AiNet) algorithm with real-valued random initialisation of antibodies is considered to optimise the system model for use in active vibration controller development in a single-input and multi-output (SIMO) configuration. The AiNet model based controller thus developed shows the capability of the approach with relatively better accuracy in comparison to using real-coded genetic algorithm. The simulation results also reveal improvement in vibration reduction and less computational time.
format Conference or Workshop Item
author Md. Salleh, Salihatun
Tokhi, M. Osman
Toha, Siti Fauziah
author_facet Md. Salleh, Salihatun
Tokhi, M. Osman
Toha, Siti Fauziah
author_sort Md. Salleh, Salihatun
title Artificial immune network model based controller for vibration suppression of flexible structures
title_short Artificial immune network model based controller for vibration suppression of flexible structures
title_full Artificial immune network model based controller for vibration suppression of flexible structures
title_fullStr Artificial immune network model based controller for vibration suppression of flexible structures
title_full_unstemmed Artificial immune network model based controller for vibration suppression of flexible structures
title_sort artificial immune network model based controller for vibration suppression of flexible structures
publishDate 2010
url http://irep.iium.edu.my/6907/1/Siti_CEC2010_2.pdf
http://irep.iium.edu.my/6907/
http://dx.doi.org/10.1109/CEC.2010.5586371
_version_ 1643605833430335488
score 13.160551

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