Design of fuzzy logic controller for smart base isolation system using genetic algorithm

Engineering Structures

Volumn 28, Issue 1, 2006, Pages 84-96

  Kim, Hyun Su ^a   Roschke, Paul N ^b  

^a Sungkyunkwan University   (South Korea)

^b TEXAS A AND M UNIVERSITY   (United States)

Author keywords

Friction pendulum system; Fuzzy logic control system; Genetic algorithms; MR damper; Neural fuzzy; Optimal control; Smart base isolation

Indexed keywords

CONTROL SYSTEM SYNTHESIS; DAMPING; FRICTION; FUZZY CONTROL; FUZZY SETS; GENETIC ALGORITHMS; NEURAL NETWORKS; NONLINEAR CONTROL SYSTEMS; OPTIMAL CONTROL SYSTEMS; PENDULUMS; ROBUSTNESS (CONTROL SYSTEMS); UNCERTAIN SYSTEMS;

FRICTION PENDULUM SYSTEM; FUZZY LOGIC CONTROL SYSTEM; MR DAMPER; NEURAL FUZZY; SMART BASE ISOLATION;

STRUCTURAL DESIGN;

CONTROL SYSTEM; EARTHQUAKE ENGINEERING; FUZZY MATHEMATICS; GENETIC ALGORITHM; STRUCTURAL RESPONSE;

EID: 27744474093     PISSN: 01410296     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.engstruct.2005.07.006     Document Type: Article

References (37)

1. F. Naeim J.M. Kelly Design of seismic isolated structures: From theory to practice 1999 John Wiley and Sons New York
2. J.M. Kelly G. Leitmann A.G. Soldatos Robust control of base-isolated structures under earthquake excitation J Optim Theory Appl 53 1987 159-180
3. Reinhorn AM, Soong TT, Wen CY. Base-isolated structures with active control. In: Proc ASME PVP conf. San Diego, PVP-127. 1987, p. 413-20
4. S. Nagarajaiah M.A. Riley A. Reinhorn Control of sliding-isolated bridge with absolute acceleration feedback J Eng Mech 119 11 1993 2317-2332
5. W.E. Schmitendorf F. Jabbari J.N. Yang Robust control techniques for buildings under earthquake excitation Earthq Eng Struct Dyn 23 1994 539-552
6. Yoshida K, Kang S, Kim T. LQG control and H′ control of vibration isolation for multi-degree-of-freedom systems. In: Proc 1st world conf on structural control, TP4. 1994, p. 43-52
7. J.N. Yang J.C. Wu A.M. Reinhorn M. Riley Control of sliding-isolated buildings using sliding-mode control J Struct Eng 122 2 1996 179-186
8. Feng Q, Shinozuka M. Use of a variable damper for hybrid control of bridge response under earthquake. In: Proc. U.S. national workshop on structural control research, USC Publication No. CE-9013; 1990
9. Nagarajaiah S. Fuzzy controller for structures with hybrid isolation system. In: Proc. 1st world conf on structural control, TA2. 1994, p. 67-76
10. N. Makris Rigidity-plasticity-viscosity: Can electrorheological dampers protect base isolated structures from near-source ground motions? Earthq Eng Struct Dyn 26 1997 571-591
11. Johnson EA, Ramallo JC, Spencer Jr BF, Sain MK. Intelligent base isolation systems. In: Proc 2nd world conf on structural control, vol. 1. 1999. p. 367-76
12. N. Kurata T. Kobori M. Takahashi N. Niwa M. Hiroshi Actual seismic response controlled building with semi-active damper Earthq Eng Struct Dyn 28 11 1999 1427-1447
13. Niwa N, Kobori T, Takahashi M, Matsunaga Y, Kurata N, Mizuno T. Application of semi-active damper system to an actual building. In: Proc 2nd world conf on structural control, vol. 1, 1999. p. 815-24
14. M.D. Symans M.C. Constantinou Semi-active control systems for seismic protection of structures: A state-of-the-art review Eng Struct 21 1999 469-487
15. M.D. Symans S.W. Kelly Fuzzy logic control of bridge structures using intelligent semi-active seismic isolation Earthq Eng Struct Dyn 28 1999 37-60
16. Yoshida K, Yoshida S, Takeda Y. Semi-active control of base isolation using feedforward information of disturbance. In: Proc 2nd world conf on structural control, vol. 1. 1999, p. 377-86
17. B.F. Spencer Jr. E.A. Johnson J.C. Ramallo Smart isolation for seismic control JSME Int J Ser C 43 3 2000 704-711
18. Joghataie A, Ghaboussi J. Neural network and fuzzy logic in structural control. In: Proceedings of the first world conference on structural control. 1994, p. 21-30
19. Liba M, Fujitani H, Kitagawa Y, Midorikawa M, Kawamura H, Mochio T. Shaking table test on seismic response control system by fuzzy optimal logic. In: Proceedings of the first world conference on structural control. 1994, p. 69-77
20. R.S. Subramaniam A.M. Reinhorn M.A. Riley S. Nagarajaiah Hybrid control of structures using fuzzy logic Microcomput Civil Eng 11 1996 1-17
21. M. Battaini F. Casciati L. Faravelli Fuzzy control of structural vibration. An active mass system driven by fuzzy controller Earthq Eng Struct Dyn 27 11 1998 1267-1276
22. Takagi H, Hayashi I. Artificial-neural-network driven fuzzy reasoning. In: Proc IIZUKA'88. 1988. p. 219-30
23. S. Horikawa T. Furuhashi Y. Uchikawa On fuzzy modeling using fuzzy neural network with the back propagation algorithm IEEE Trans Neural Networks 3 5 1992 801-806
24. Karr CL, Freeman L, Meredith D. Improved fuzzy process control of spacecraft autonomous rendezvous using a genetic algorithm. In: SPIE conf on intelligent control and adaptive systems. 1989, p. 274-83
25. Karr CL. Design of an adaptive fuzzy logic controller using a genetic algorithm. In: Proc of the 4th int'l conf on genetic algorithms. 1991. p. 450-7
26. A.S. Ahlawat A. Ramaswamy Multi-objective optimal design of FLC driven hybrid mass damper for seismically excited structures Earthq Eng Struct Dyn 31 2002 1459-1479
27. A.S. Ahlawat A. Ramaswamy Multiobjective optimal fuzzy logic controller driven active and hybrid control systems for seismically excited nonlinear buildings J Eng Mech 130 4 2004 416-423
28. Q. Lu Z. Peng F. Chu J. Huang Design of fuzzy controller for smart structures using genetic algorithms Smart Mater Struct 12 2003 979-986
29. T. Hashiyama S. Behrendt T. Furuhashi Y. Uchikawa Fuzzy controllers for semi-active suspension system generated through genetic algorithms 1995 IEEE p. 4361-6
30. Furuhashi T, Miyata Y, Nakaoka K, Uchikawa Y. A new approach to genetic based machine learning and an efficient finding of fuzzy rules. In: Proc of the 1994 IEEE world wisemen/women workshop of fuzzy logic and neural networks/genetic algorithms. 1994, p. 114-22
31. Kim HS, Roschke PN, Lin PY, Loh CH. Fuzzy control of a novel base isolator and MR damper for seismic applications. Eng Struct [in review]
32. P. Tsopelas M.C. Constantinou Y.S. Kim S. Okamoto Experimental study of FPS system in bridge seismic isolation Earthq Eng Struct Dyn 25 4 1996 65-78
33. MATLAB. Version 7.0 2004 The Mathworks Inc. Natick (MA)
34. S.C. Chapra R. Canale Numerical methods for engineers: With programming and software applications 2001 McGraw-Hill New York
35. J. Holland Adaptation in natural and artificial systems 1975 The University of Michigan Press Ann Arbor
36. Z. Michalewicz Genetic algorithm + data structures = evolution programs AI Series 1994 Springer-Verlag New York
37. D. Karnopp M.J. Crosby R.A. Harwood Vibration control using semi-active force generators J Eng Ind, ASME 96 2 1974 619-626