DocumentCode :
1561167
Title :
Intelligent algorithm based semi-active control for MR damper for structures
Author :
Hong-nan, LI ; Zhi-Guo, Chiang
Author_Institution :
Dept. of Civil Eng., Dalian Univ. of Technol., China
Volume :
3
fYear :
2004
Firstpage :
2428
Abstract :
In this paper, an application of hybrid intelligent control algorithm to semi-active control of the MR damper is proposed for engineering structures. The control signal is optimized directly by the μGA approach to obtain the numerical relation between the control signal and the system output. Then, this relation is stored in the weight value of a trained artificial neural network, which can be available for another structure subjected to other seismic inputs. The results of numerical example indicate that the semi-active control of MR damper based on the hybrid algorithm can efficiently reduce the structural responses induced by an earthquake.
Keywords :
damping; feedforward; genetic algorithms; intelligent control; magnetorheology; neural nets; nonlinear control systems; structural engineering; MR damper; artificial neural network; earthquake; engineering structures; genetic algorithm; hybrid algorithm; intelligent control; semiactive control; structural response; Artificial neural networks; Civil engineering; Control systems; Damping; Earthquakes; Electronics packaging; Intelligent control; Intelligent structures; Magnetic liquids; Shock absorbers;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Control and Automation, 2004. WCICA 2004. Fifth World Congress on
Print_ISBN :
0-7803-8273-0
Type :
conf
DOI :
10.1109/WCICA.2004.1342030
Filename :
1342030
Link To Document :
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