DocumentCode :
2729171
Title :
The Application of Neural Network Semi-Active Control to Roof MR Intelligent Isolation System in Ship-Lifting Structure
Author :
Yang, Wanqing ; Tu, Jianwei
Author_Institution :
Dept. of Civil Eng., Wuhan Univ. of Technol.
Volume :
1
fYear :
0
fDate :
0-0 0
Firstpage :
2906
Lastpage :
2910
Abstract :
A neural network semi-active control strategy is proposed to control MR dampers in this paper. Firstly, the neural network is applied to calculate the unknown seismic wave via the much stronger generalized capacity of BP error retroactive transmission network, on the basis of which the "switch-consumption" semi-active control strategy is dependent upon the calculated value of the seismic wave. Then, the neural network controller\´s training course is accomplished with the help of this controlling strategy and calculating network. Lastly, the structure is manipulated intellectually with the controller. With the application of the above-mentioned controlling method is figured out an simulating result of roof MR intelligent isolation system, demonstrating: With the neural network semi-active control strategy, the system can prevent the seismic whiplash effect of the top machinery building of ship lift structure and can restrain the displacement between layers and the moment at the bottom of the pillar are obviously restrained
Keywords :
backpropagation; damping; intelligent control; lifting equipment; magnetorheology; neurocontrollers; ships; vibration isolation; MR dampers; backpropagation error retroactive transmission network; neural network semiactive control; radial cardinal function; roof MR intelligent isolation system; seismic wave; seismic whiplash effect; ship-lifting structure; switch consumption semiactive control; Control systems; Damping; Displacement control; Error correction; Intelligent networks; Intelligent structures; Intelligent systems; Neural networks; Seismic waves; Shock absorbers; BP error retroactive transmission network; controlling; isolation; radial cardinal function; semi-active;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on
Conference_Location :
Dalian
Print_ISBN :
1-4244-0332-4
Type :
conf
DOI :
10.1109/WCICA.2006.1712897
Filename :
1712897
Link To Document :
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