Nonlinear identification of MIMO smart structures

Proceedings of the ASME Dynamic Systems and Control Conference 2009, DSCC2009

Volumn , Issue PART A, 2010, Pages 33-40

  Kim, Yeesock ^a   Hurlebaus, Stefan ^a   Sharifi, Reza ^a   Langari, Reza ^a  

^a Department of Electrical and Computer Engineering   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CLUSTERING ALGORITHMS; FEEDBACK CONTROL; TALL BUILDINGS;

DATA CLUSTERING ALGORITHM; HIGH RISE BUILDING; LINEAR LEAST SQUARES; MAGNETO-RHEOLOGICAL DAMPERS; MULTI-INPUT , MULTI-OUTPUT SYSTEMS; MULTIPLE-MODEL APPROACHES; NONLINEAR IDENTIFICATIONS; TAKAGI-SUGENO FUZZY MODELS;

DAMPING;

EID: 77953799493     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1115/DSCC2009-2715     Document Type: Conference Paper

References (30)

1. Abonyi, J., Babuska, R., Verbruggen, H.B. and Szeifert, F. 2000. "Incorporating Prior Knowledge in Fuzzy Model Identification," International Journal of System Science, 31(5): 657
2. Åström, K.J. and Eykhoff, P. 1971. "System Identification-A Survey," Automatica, 7(2): 123-162.
3. Bani-Hani, K., Ghaboussi, J., and Schneider, S.P. 1999. "Experimental Study of Identification and Control of Structures using Neural Network Part 1: Identification," Earthquake Engineering and Structural Dynamics, 28(9): 995-1018. (Pubitemid 29450117)
4. Chen, Y., Yang, B., Abraham, A. and Peng, L. 2007. "Automatic Design of Hierarchical Takagi-Sugeno Type Fuzzy Systems using Evolutionary Algorithms," IEEE Transactions on Fuzzy Systems," 15(3): 385-397. (Pubitemid 46971551)
5. Du, H. and Zhang, N. 2008. "Application of Evolving Takagi-Sugeno Fuzzy Model to Nonlinear System Identification," Applied Soft Computing, 8(1): 676-686.
6. Dyke, S.J., Spencer, B.F. Jr., Sain, M.K. and Carlson, J.D. 1996. "Modeling and Control of Magnetorheological Dampers for Seismic Response Reduction," Smart Materials and Structures, 5(5): 565-575.
7. Filev, D.P. 1991. "Fuzzy Modeling of Complex Systems," International Journal of Approximate Reasoning, 5(3): 281-290.
8. Hurlebaus, S. and Gaul, L. 2006. "Smart Structure Dynamics," Mechanical Systems and Signal Processing, 20(2): 255-281.
9. Hung, S.L, Huang, C.S., Wen, C.M. and Hsu, Y.C. 2003. "Nonparametric Identification of a Building Structure from Experimental Data using Wavelet Neural Network," Computer-Aided Civil and Infrastructure Engineering, 18(5): 356-368.
10. Johansen, T.A. 1994. "Fuzzy Model Based Control: Stability, Robustness, and Performance Issues," IEEE Transactions on Fuzzy Systems, 2(3): 221-234.
11. Johansen, T.A. and Babuška, R. 2003. "Multiobjective Identification of Takagi-Sugeno Fuzzy Models," IEEE Transactions on Fuzzy Systems, 11(6): 847-860.
12. Jung, H.J., Spencer, B.F. Jr., and Lee, I.W. 2003, Control of Seismically Excited Cable-Stayed Bridge Employing Magnetorheological Fluid Dampers, ASCE, Journal of Structural Engineering, 129(7): 873-883.
13. Kim, Y., Langari, R. and Hurlebaus, S. 2009. "Semiactive Nonlinear Control of a Building Using a Magnetorheological Damper System," Mechanical Systems and Signal Processing, 23(2): 300-315.
14. th International Conference of the North American Fuzzy Information Processing Society-NAFIPS, New York City, New York, USA, pp. 760-765.
15. Lin, J.W. and Betti, R. 2004. "On-line Identification and Damage Detection in Non-linear Structural Systems using a Variable Forgetting Factor Approach," Earthquake Engineering and Structural Dynamics, 33(4): 419-444.
16. Moon, F.L. and Aktan, A.E. 2006. "Impacts of Epistemic (bias) Uncertainty on Structural Identification of Constructed (Civil) Systems," The Shock and Vibration Digest, 38(5): 399-420.
17. Ramallo, J.C., Yoshioka, H. and Spencer, B.F. Jr. 2004. "A Two-step Identification Technique for Semiactive Control Systems," Structural Control and Health Monitoring, 11(4): 273-289.
18. Smyth, A.W., Masri, S.F., Chassiakos, A.G. and Caughey, T.K. 1999. "On-line Parametric Identification of MDOF Nonlinear Hysteretic Systems," ASCE Journal of Engineering Mechanics, 125(2): 133-142.
19. Spencer, B.F. Jr., Dyke, S.J., Sain, M.K. and Carlson, J.D. (1997). "Phenomenological Model for Magnetorheological Dampers," ASCE Journal of Engineering Mechanics, 123(3): 230-238.
20. Spencer, B.F. Jr., Christenson, R.E., and Dyke, S.J. (1999), Next Generation Benchmark Control Problem for Seismically Excited Buildings, in Proceedings of the Second World Conference on Structural Control, Kyoto, Japan, 2, 1351-1360.
21. Takagi, T. and Sugeno, M. 1985. "Fuzzy Identification of Systems and Its Applications to Modeling and Control," IEEE Transactions on Systems, Man, and Cybernetics, 15(1): 116-132. (Pubitemid 15111870)
22. th IEEE Conference on Decision and Control, New Orleans, LA, USA, pp. 261-265.
23. Wang, L. and Langari, R. 1996. "Complex Systems Modeling via Fuzzy Logic," IEEE Transactions on System, Man, and Cybernetics-Part B: Cybernetics, 26(1): 100-106.
24. Yager, R.R. and Filev, D.P. 1993. "Unified Structure and Parameter Identification of Fuzzy Models," IEEE Transactions on Systems, Man, and Cybernetics, 23(4): 1198-1205.
25. Yan, G. and Zhou, L.L. 2006. "Integrated Fuzzy Logic and Genetic Algorithms for Multi-objective Control of Structures using MR Dampers," Journal of Sound and Vibration, 296(1-2): 368-382.
26. Yang, G., Spencer, B.F. Jr., Carlson, J.D. and Sain, M.K. 2002. "Large-scale MR Fluid Dampers: Modeling and Dynamic Performance Considerations," Engineering Structures, 24(3): 309-323.
27. Yang, Y.N. and Lin, S. 2004. "On-line Identification of Non-linear Hysteretic Structures using an Adaptive Tracking Technique," International Journal of Non-Linear Mechanics, 39(9): 1481-1491.
28. Yang, Y.N. and Lin, S. 2005. "Identification of Parametric Variations of Structures based on Least Squares Estimation and Adaptive Tracking Technique," ASCE Journal of Engineering Mechanics, 131(3): 290-298.
29. Yen, J. and Langari, R. 1998. Fuzzy Logic-Intelligence, Control, and Information, Prentice Hall, Upper Saddle River, New Jersey, USA.
30. Zadeh, L.A. 1965. "Fuzzy Sets," Information and Control, 8(3): 338-353.