DocumentCode :
2295032
Title :
Active Vibration Control on Flexible Plate Structure using Bio-inspired Algorithm
Author :
Salleh, Salihatun Md ; Tokhi, Osman
Author_Institution :
Dept. of Eng. Mech., Univ. Tun Hussein Onn Malaysia, Parit Raja, Malaysia
fYear :
2011
fDate :
20-22 Sept. 2011
Firstpage :
120
Lastpage :
126
Abstract :
This article presents the active vibration control with bio-inspired algorithms model based system utilising genetic algorithm (GA), particle swarm intelligence (PSO) and artificial immune system (AIS). The parameter of the model is estimated and the transfer function of the active vibration controller is characterized implementing GA with real coded execution, PSO with spreading factor and AIS implemented AiNet type of algorithms. The comparisons of AVC based bio inspired algorithms are validated using time and frequency domain response, mean squares of error and correlation tests. The performances of the algorithm are assessed through determination of dominant vibration modes using spectral density of the response.
Keywords :
artificial immune systems; flexible structures; genetic algorithms; particle swarm optimisation; plates (structures); transfer functions; vibration control; active vibration control; artificial immune system; bio-inspired algorithm; flexible plate structure; genetic algorithm; particle swarm intelligence; spectral density; transfer function; Computational intelligence; Computational modeling;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computational Intelligence, Modelling and Simulation (CIMSiM), 2011 Third International Conference on
Conference_Location :
Langkawi
Print_ISBN :
978-1-4577-1797-0
Type :
conf
DOI :
10.1109/CIMSim.2011.30
Filename :
6076343
Link To Document :
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