The study of base isolation on the precise machinery system for regional ground motion records with modified back propagation neural network approach

Structural Control and Health Monitoring

Volumn 14, Issue 5, 2007, Pages 759-776

  Wan, S ^a   Yen, J Y ^b  

^a LING TUNG UNIVERSITY   (Taiwan)

^b NATIONAL CHUNG HSING UNIVERSITY   (Taiwan)

Author keywords

Base isolation system; BPN; EDBD; LRB

Indexed keywords

BACKPROPAGATION; EARTHQUAKE EFFECTS; LEARNING SYSTEMS; NEURAL NETWORKS; VIBRATION CONTROL;

BACK PROPAGATION NEURAL NETWORK (BPN); BASE ISOLATION SYSTEMS; EXTENDED DELTA BAR DELTA (EDBD) ALGORITHM; LEAD RUBBER BEARING (LRB) DEVICES;

MACHINE DESIGN;

EID: 34547659939     PISSN: 15452255     EISSN: 15452263     Source Type: Journal    
DOI: 10.1002/stc.177     Document Type: Article

References (10)

1. Kelly JM. A seismic base isolation a review and bibliography. Soil Dynamics and Earthquake Engineering 1986; 5:202-216.
2. Jangid RS. Optimum damping in a nonlinear base isolation system. Journal of Sound and Vibration 1996; 189(4):477-487.
3. Kawashima K, Shoji G. Interaction of hysteretic behavior between isolator/damper and pier in an isolated bridge. Journal of JSCE Structural Engineering 1998; 44A:733-741.
4. Hirokazu I. Control of earthquake energy partitioning in base isolated and dynamically damped structures. Proceedings of 9th World Conference on Earthquake Engineering, vol. V, Tokyo, Japan, 1988; 645-950.
5. Katsaras CP, Koumousis VK. Optimal design of lead rubber bearing seismic isolators in buildings. Proceedings of the Third International Conference on Engineering Computational Technology, Stirling, Scotland, 4-6 September, 2002.
6. Adeli H. Neural networks in civil engineering: 1989-2000. Computer-Aided Civil and Infrastructure Engineering 2001; 16:126-142.
7. Minai AA, Williams RD. Back-propagation heuristics: a study of the extended delta-bar-delta algorithm. Neural Networks 1990; 1:595-600.
8. Garson GD. Interpreting neural-network connection weights. Journal of AI Expert 1991; 6(7):47-51.
9. New Zealand Ministry of Works and Development. Design of lead-rubber bridge bearings. Civil Division Publication 818/a, Wellington, New Zealand, 1983.
10. Uang CM, Bertero VV. Evaluation of seismic energy in structures. Earthquake Engineering and Structural Dynamics 1990; 19(1):77-90.