An experimental study of semiactive modal neuro-control scheme using MR damper for building structure

Journal of Intelligent Material Systems and Structures

Volumn 19, Issue 9, 2008, Pages 1005-1015

  Lee, Heon Jae ^a   Jung, Hyung Jo ^a   Cho, Sang Won ^b   Lee, In Won ^a  

^a Korea Advanced Institute of Science and Technology (KAIST)   (South Korea)

^b UNIVERSITY OF WESTERN ONTARIO   (Canada)

Author keywords

Clipped algorithm; Kalman filter; Modal control; Neuro control; Semiactive control; Shaking table test

Indexed keywords

CONTROL THEORY; SEISMOLOGY; STRUCTURES (BUILT OBJECTS);

CLIPPED ALGORITHM; KALMAN FILTER; MODAL CONTROL; NEURO-CONTROL; SEMIACTIVE CONTROL; SHAKING TABLE TEST;

DAMPING;

EID: 50649100142     PISSN: 1045389X     EISSN: 15308138     Source Type: Journal    
DOI: 10.1177/1045389X07083024     Document Type: Article

References (18)

1. Bani-Hani, K. and Ghaboussi, J. 1998 a. ''Nonlinear Structural Control Using Neural Networks, '' ASCE Journal of Engineering Mechanics, 124 (3). 319-327.
2. Bani-Hani, K. and Ghaboussi, J. 1998 b. ''Neural Networks for Structural Control of a Benchmark Problem: Active Tendon System, '' Earthquake Engineering & Structural Dynamics, 27: 1225-1245.
3. Baruh, H. 1987. ''A Recursive Pole Placement Method for Large Flexible Structures,'' Proc. of ASME Design Technology Conference, 11th Biennial Conference on Mechanical Vibration and Noise, pp. 79-84.
4. Chen, H.M., Tsai, K.H., Qi, G.Z., Yang, J.C.S. and Amini, F. 1995. ''Neural Network for Structural Control, '' ASCE Journal of Computing in Civil Engineering, 9 (2). 168-176.
5. Cho, S.W., Kim, B.W., Jung, H.J. and Lee, I.W. 2005. ''Implementation of Modal Control for Seismically Excited Structures using Magnetorheological Dampers, '' Journal of Engineering Mechanics, 131 (2). 177-184.
6. Choi, K.M. 2006. ''Development of Fuzzy Logic-based Control Systems for Structural Vibration Reduction,'' Ph.D. Dissertation, Department of Civil and Environmental Engineering, KAIST, South Korea.
7. Choi, K.M., Cho, S.W., Kim, D.O. and Lee, I.W. 2005. ''Active Control for Seismic Response Reduction using Modal Fuzzy Approach, '' International Journal of Solids and Structures, 42: 4779-4794.
8. Dyke, S.J., Spencer Jr, B.F., Quast, P., Kaspai, D.C. and Sain, M.K. 1996. ''Implementation of an AMD using Acceleration Feedback Control,'' Microsomputers in Civil Engineering, 11: 305-323.
9. Ghaboussi, J. and Joghataie, A. 1995. ''Active Control of Structure using Neural Network, '' ASCE Journal of Engineering Mechanics, 120 (4). 555-567.
10. Jung, H.J., Lee, H.J., Yoon, W.H., Oh, J.W. and Lee, I.W. 2004. ''Semiactive Neurocontrol for Seismic Response Reduction using Smart Damping Strategy,'' ASCE Journal of Computing in Civil Engineering, 18 (3). 277-280, 555-567.
11. Kautsky, J. and Nichols, N.K. 1985. ''Robust Pole Assignment in Linear State Feedback, '' International Journal of Control, 41 (5). 1129-1155.
12. Kim, D.H. and Lee, I.W. 2001. ''Neuro-control of Seismically Excited Steel Structure through Sensitivity Evaluation Scheme, '' Earthquake Engineering and Structural Dynamics, 30 (9). 1361-1378.
13. Kim, J.T., Jung, H.J. and Lee, I.W. 2000. ''Optimal Structural Control using Neural Networks, '' ASCE Journal of Engineering Mechanics, 126 (2). 201-205.
14. Lu, L.Y. 2001. ''Seismic Test of Modal Control with Direct Output Feedback for Building Structures, '' Structural Engineering and Mechanics, 12 (6). 633-656.
15. Meirovitch, L. 1990. Dynamics and Control of Structures, Wiley, New York.
16. Meirovitch, L. and Baruh, H. 1983. ''On the Problem of Observation Spillover in Self-adjoint Distributed-parameter Systems, '' Journal of Optimization Theory and Applications, 39 (2). 269-291.
17. Nikzad, K. and Ghaboussi, J. 1996. ''Actuator Dynamics and Delay Compensation using Neurocontrollers, '' ASCE Journal of Engineering Mechanics, 122 (10). 966-975.
18. Tang, Y. 1996. ''Active Control of SDF Systems using Artificial Neural Networks, '' Computer and Structures, 60 (5). 695-703.