DocumentCode
2745598
Title
Active Vibration Control of a Flexible Plate Structure Using Ant System Algorithm
Author
Julai, S. ; Tokhi, M.O. ; Salleh, S. Mohd
Author_Institution
Dept. of Autom. Control & Syst. Eng., Univ. of Sheffield, Sheffield, UK
fYear
2009
fDate
25-27 Nov. 2009
Firstpage
37
Lastpage
42
Abstract
This paper presents investigations into modeling and active vibration control (AVC) of a flexible plate structure using continuous ant system algorithm (CASA) such structures. The optimization technique is utilized to obtain a dynamic model of a flexible plate structure based on auto-regressive with exogenous (ARX) input model structure. The flexible plate structure is subjected to two different disturbance signal types, namely random, and finite duration step. The fitness function for the CASA is the mean-squared error (MSE) between the measured and estimated outputs of the plate. The validation of the algorithm is presented in both time and frequency domains. The developed CASA modeling approach is used for AVC system design to suppress the vibration of the flexible plate. The performance of the controller is assessed in terms of level of attenuation achieved in the power spectral density of the observed signal.
Keywords
flexible structures; mean square error methods; optimisation; plates (structures); structural engineering; vibration control; ARX input model structure; active vibration control; auto-regressive with exogenous input; continuous ant system algorithm; flexible plate structure; mean squared error method; optimization technique; Ant colony optimization; Automatic voltage control; Computational modeling; Computer simulation; Fatigue; Frequency domain analysis; Partial differential equations; Power system modeling; Systems engineering and theory; Vibration control; Ant system algorithm; active vibration control; flexible plate structures; system identification;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Modeling and Simulation, 2009. EMS '09. Third UKSim European Symposium on
Conference_Location
Athens
Print_ISBN
978-1-4244-5345-0
Electronic_ISBN
978-0-7695-3886-0
Type
conf
DOI
10.1109/EMS.2009.63
Filename
5358845
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