Title :
Seismic control of eccentric structures using TLCD semi-active neural networks
Author :
Li, Hong-Nan ; Huo, Lin-Sheng
Author_Institution :
Dept. of Civil Eng., Dalian Univ. of Technol., China
Abstract :
In this paper, the control approach to irregular structures excited by multi-dimensional ground motions is presented by using semi-active tuned liquid column damper (TLCD). A back propagation Artificial Neural Network (ANN) is used to predict the responses of structure due to two-dimensional seismic inputs. The semi-active control strategy is established and implemented based on ANN. The numerical examples have shown that it is an effective method presented for controlling the translational and rotational responses of irregular structures.
Keywords :
backpropagation; damping; earthquakes; feedforward neural nets; flexible structures; multidimensional systems; neurocontrollers; vibration control; TLCD semiactive neural networks; backpropagation; damping; earthquakes; eccentric structures; multidimensional ground motions; multilayer neural network; rotational responses; seismic control; semiactive control; structural response; translational responses; tuned liquid column damper; two-dimensional seismic inputs; Artificial neural networks; Biological system modeling; Cells (biology); Control systems; Damping; Delay effects; Equations; Motion control; Neural networks; Nonlinear control systems;
Conference_Titel :
Control Applications, 2003. CCA 2003. Proceedings of 2003 IEEE Conference on
Print_ISBN :
0-7803-7729-X
DOI :
10.1109/CCA.2003.1223344
