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

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.

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Abstract

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.

Item Type:	Conference or Workshop Item (Full Paper)
Additional Information:	4680/6907 Print ISBN: 978-1-4244-6909-3 Digital Object Identifier: 10.1109/CEC.2010.5586371
Uncontrolled Keywords:	AiNet algorithm , SIMO configuration , active vibration controller , antibody , artificial immune network model based controller , flexible plate vibration , flexible structure , immune inspired algorithm , real-coded genetic algorithm , real-valued random initialisation , single-input and multi-output configuration , vibration reduction , vibration suppression
Subjects:	T Technology > TJ Mechanical engineering and machinery > TJ181 Mechanical movements
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button):	Kulliyyah of Engineering > Department of Mechatronics Engineering
Depositing User:	Dr. Siti Fauziah Toha
Date Deposited:	03 Dec 2011 16:59
Last Modified:	02 Oct 2012 08:03
URI:	http://irep.iium.edu.my/id/eprint/6907

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