Ant colony optimization for controller and sensor-actuator location in active vibration control

Most of engineering structures are made of simple beams and plates, and these types of structures are easily influenced and excited by external vibration. Piezoelectric material has been a popular choice of sensor and actuator to attenuate vibration actively in flexible structures and numerous techn...

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Main Authors:	Md Nor, Khairul Affendy, Abdul Muthalif, Asan Gani, Wahid, Azni N.
Format:	Conference or Workshop Item
Language:	English
Published:	2013
Subjects:	TJ Mechanical engineering and machinery TJ212 Control engineering
Online Access:	http://irep.iium.edu.my/34275/ http://irep.iium.edu.my/34275/ http://irep.iium.edu.my/34275/1/C-2013-ICMTSET2013Dubai-Active_control_using_ACO.pdf

id	iium-34275
recordtype	eprints
spelling	iium-342752014-01-15T08:32:58Z http://irep.iium.edu.my/34275/ Ant colony optimization for controller and sensor-actuator location in active vibration control Md Nor, Khairul Affendy Abdul Muthalif, Asan Gani Wahid, Azni N. TJ Mechanical engineering and machinery TJ212 Control engineering Most of engineering structures are made of simple beams and plates, and these types of structures are easily influenced and excited by external vibration. Piezoelectric material has been a popular choice of sensor and actuator to attenuate vibration actively in flexible structures and numerous techniques of optimal control and actuator placement had been proposed. The main focus of this paper is to find the optimal location of the collocated sensor-actuator and controller gains to actively control vibration, using a swarm intelligent algorithm called Ant Colony Optimization (ACO) and verified with Genetic Algorithm (GA). A benchmark model of a simply supported plate with attached piezoelectric patches is taken to demonstrate this study. Analytical model of the simply supported plate with piezoelectric patches is derived using thin plate theory. 2013-09-25 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/34275/1/C-2013-ICMTSET2013Dubai-Active_control_using_ACO.pdf Md Nor, Khairul Affendy and Abdul Muthalif, Asan Gani and Wahid, Azni N. (2013) Ant colony optimization for controller and sensor-actuator location in active vibration control. In: International Conference on Modern Trends in Science, Engineering and Technology 2013 (ICMTSET 2013), 25-26 Sept 2013 , Dubai , UAE. http://icmtset.com/
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	TJ Mechanical engineering and machinery TJ212 Control engineering
spellingShingle	TJ Mechanical engineering and machinery TJ212 Control engineering Md Nor, Khairul Affendy Abdul Muthalif, Asan Gani Wahid, Azni N. Ant colony optimization for controller and sensor-actuator location in active vibration control
description	Most of engineering structures are made of simple beams and plates, and these types of structures are easily influenced and excited by external vibration. Piezoelectric material has been a popular choice of sensor and actuator to attenuate vibration actively in flexible structures and numerous techniques of optimal control and actuator placement had been proposed. The main focus of this paper is to find the optimal location of the collocated sensor-actuator and controller gains to actively control vibration, using a swarm intelligent algorithm called Ant Colony Optimization (ACO) and verified with Genetic Algorithm (GA). A benchmark model of a simply supported plate with attached piezoelectric patches is taken to demonstrate this study. Analytical model of the simply supported plate with piezoelectric patches is derived using thin plate theory.
format	Conference or Workshop Item
author	Md Nor, Khairul Affendy Abdul Muthalif, Asan Gani Wahid, Azni N.
author_facet	Md Nor, Khairul Affendy Abdul Muthalif, Asan Gani Wahid, Azni N.
author_sort	Md Nor, Khairul Affendy
title	Ant colony optimization for controller and sensor-actuator location in active vibration control
title_short	Ant colony optimization for controller and sensor-actuator location in active vibration control
title_full	Ant colony optimization for controller and sensor-actuator location in active vibration control
title_fullStr	Ant colony optimization for controller and sensor-actuator location in active vibration control
title_full_unstemmed	Ant colony optimization for controller and sensor-actuator location in active vibration control
title_sort	ant colony optimization for controller and sensor-actuator location in active vibration control
publishDate	2013
url	http://irep.iium.edu.my/34275/ http://irep.iium.edu.my/34275/ http://irep.iium.edu.my/34275/1/C-2013-ICMTSET2013Dubai-Active_control_using_ACO.pdf
first_indexed	2023-09-18T20:49:26Z
last_indexed	2023-09-18T20:49:26Z
_version_	1777409894906855424

Ant colony optimization for controller and sensor-actuator location in active vibration control

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