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
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;
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
DOI :
10.1109/EMS.2009.63