Structural vibration reduction using self-tuning fuzzy control of magnetorheological dampers

Bulletin of Earthquake Engineering

Volumn 8, Issue 4, 2010, Pages 1037-1054

  Wilson, Claudia Mara Dias ^a   Abdullah, Makola M ^b  

^a NEW MEXICO INSTITUTE OF MINING AND TECHNOLOGY   (United States)

^b FLORIDA A AND M UNIVERSITY   (United States)

Author keywords

Fuzzy control; Fuzzy logic; MR damper; Semi active control; Structural control; Vibration control

Indexed keywords

CONSTANT SCALING FACTOR; CONTROL DEVICE; EARTHQUAKE RECORDS; FLEXIBLE BUILDING; FREE FLOWING; FUZZY CONTROLLERS; HYDRAULIC CYLINDERS; IRON PARTICLES; LINEAR VISCOUS; MAGNETO-RHEOLOGICAL DAMPERS; MR DAMPERS; SEISMIC ENERGY; SEISMIC MOTIONS; SEISMICALLY EXCITED STRUCTURES; SELF-TUNING CONTROLLERS; SELF-TUNING FUZZY CONTROL; SELF-TUNING FUZZY CONTROLLERS; SEMI-SOLIDS; SEMIACTIVE CONTROL; SINGLE DEGREE OF FREEDOMS; STRUCTURAL CHARACTERISTICS; STRUCTURAL CONTROL; STRUCTURAL RESPONSE; STRUCTURAL VIBRATIONS;

CONTROL SYSTEM ANALYSIS; DAMPING; EARTHQUAKES; FUZZY CONTROL; FUZZY LOGIC; FUZZY SYSTEMS; LEAKAGE (FLUID); MAGNETIC FIELDS; STRUCTURAL DYNAMICS; SUSPENSIONS (FLUIDS); TUNING; VIBRATION CONTROL;

CONTROLLERS;

ALGORITHM; BUILDING; DAMPING; ENERGY EFFICIENCY; FUZZY MATHEMATICS; HYDRAULIC STRUCTURE; MAGNETIC FIELD; PARAMETERIZATION; RHEOLOGY; SEISMIC MOMENT; STRUCTURAL CONTROL; STRUCTURAL RESPONSE; VIBRATION; VISCOUS FLOW;

EID: 77954217318     PISSN: 1570761X     EISSN: 15731456     Source Type: Journal    
DOI: 10.1007/s10518-010-9177-7     Document Type: Article

References (48)

1. Arslan A, Kaya M (2001) Determination of fuzzy logic membership functions using genetic algorithms. Fuzzy Sets Syst 118: 297-306.
2. Chang C-C, Zhou L (2002) Neural network emulation of inverse dynamics for a magnetorheological damper. J Struc Eng 128(2): 231-239.
3. Chao CT, Teng C-C (1997) A PD-like self-tuning fuzzy controller without steady-state error. Fuzzy Sets Syst 87: 141-154.
4. Choi K-M, Cho S-W, Jung H-J, Lee I-W (2004) Semi-active fuzzy control for seismic response reduction using magnetorheological dampers. Earthq Eng Struc Dyn 33: 723-736.
5. Dalei G, Jianqiang Y (2002) Semi-active seismic isolation control based on MR damper and neural networks. In: Proceedings of the 6th international conference on motion and vibration control, Saitama, Japan.
6. Daugherity WC, Rathakrishnan B, Yen J (1992) Performance evaluation of a self-tuning fuzzy controller. In: Proceedings of IEEE international conference on fuzzy systems, San Diego.
7. Driankov D, Hellendoorn H, Reinfrank M (1993) An introduction to fuzzy control. Heidelberg: Springer, Berlin.
8. Dyke SJ (1998) Seismic protection of a benchmark building using magnetorheological dampers. In: Proceedings of the 2nd world conference on structural control, Japan.
9. Dyke SJ, Spencer BF Jr (1997) Comparison of semi-active control strategies for the MR damper. In: Proceedings of the international conference on intelligent information systems, Bahamas.
10. Dyke SJ, Spencer BF Jr, Sain MK, Carlson JD (1996a) Experimental verification of semi-active structural control strategies using acceleration feedback. In: Proceedings of the 3rd international conference on motion and vibration control, Chiba, Japan.
11. Dyke SJ, Spencer BF Jr, Sain MK, Carlson JD (1996b) Modeling and control of magnetorheological dampers for seismic response reduction. Smart Mater Struc 5: 565-575.
12. Faravelli L, Yao T (1996) Use of adaptive networks in fuzzy control of civil structures. Microcomput Civil Eng 11: 67-76.
13. Hiemenz GJ, Choi Y-T, Wereley NM (2000) Seismic control of civil structures utilizing semi-active MR bracing systems. In: Proceedings of smart systems for bridges, structures, and highways conference, Newport Beach.
14. Jang J-SR, Gulley N (1994) Gain scheduling based on fuzzy controlled design. In: Proceedings of NAFIPS-IFIS-NASA, San Antonio.
15. Jansen LM, Dyke SJ (2000) Semi-active control strategies for MR dampers: a comparative study. J Eng Mech 126(8): 795-803.
16. Li H-X, Gatland HB (1996) Conventional fuzzy control and its enhancement. IEEE Trans Syst, Man, Cybern 26(5): 791-797.
17. Liu Y, Gordaninejad F, Evrensel CA, Hitchcock G (2001) An experimental study on fuzzy logic vibration control of a bridge using fail-safe magneto-rheological fluid dampers. In: Proceedings of smart systems for bridges, structures, and highways conference, Newport Beach.
18. MacVicar-Whelan PJ (1976) Fuzzy sets for man-machine interactions. Int J Man-Mach Stud 8: 687-697.
19. Maeda M, Sato T, Murakami S (1990) Design of the self-tuning fuzzy controller. In: Proceedings of the international conference on fuzzy logic and neural networks, Iizuka.
20. Marazzi F, Magonette G (2001) Active and semi-active control of structures: a comparison. In: Proceedings of the European meeting on intelligent structures, Ishia.
21. McClamroch NH, Gavin HP (1995) Closed loop structural control using electrorheological dampers. In: Proceedings of the American control conference, Seattle.
22. Ni YQ, Chen Y, Ko JM, Cao DQ (2002) Neuro-control of cable vibration using semi-active magneto- rheological dampers. Eng Struc 24: 295-307.
23. Nishimori K, Hirakawa S, Hiraga H, Ishihara N (1994) Selection of fuzzy control rules using automatic tuning of membership functions. In: Proceedings of NAFIPS-IFIS-NASA, San Antonio.
24. Sadek F, Mohraz B (1998) Semiactive control algorithms for structures with variable dampers. J Eng Mech 124(9): 981-990.
25. Schurter KC, Roschke PN (2001a) Neuro-fuzzy control of structures using acceleration feedback. Smart Mater Struc 10(4): 770-779.
26. Schurter KC, Roschke PN (2001b) Neuro-fuzzy control of structures using magnetorheological dampers In: Proceedings of the American control conference, Arlington.
27. Shiraishi T, Nakaya N, Morishita S (2002) Structural control by a variable damper using MR fluid. In: Proceedings 6th international conference on motion and vibration control, Saitama, Japan.
28. Spencer BF Jr, Dyke SJ, Sain MK, Carlson JD (1997) Phenomenological model of a magnetorheological damper. J Eng Mech 123(3): 230-238.
29. Sreenatha AG, Pradhan M (2002) Fuzzy logic controller for position control of flexible structures. Acta Astronaut 50(11): 665-671.
30. Wilson CMD (2005) Fuzzy control of magnetorheological dampers for vibration reduction in civil structure. Dissertation, Florida State University.
31. Wilson CMD, Abdullah MM (2005a) Fuzzy control of magnetorheological dampers in civil structures. In: Proceedings of 6th European conference on structural dynamics, Paris.
32. Wilson CMD, Abdullah MM (2005b) Structural vibration reduction using fuzzy control of magnetorheological dampers. In: Proceedings of the ASCE structures congress, New York.
33. Wong F, Chou K, Yao J (1999) Civil engineering including earthquake engineering. In: Zimmermann H-J (eds) Practical applications of fuzzy logic. Kluwer, Boston, pp 207-245.
34. Woo Z-W, Chung H-Y, Lin J-J (2000) A PID type fuzzy controller with self-tuning scaling factors. Fuzzy Sets Syst 115: 321-326.
35. Xu YL, Qu WL, Ko JM (2000) Seismic response control of frame structures using magnetorheological/ electrorheological dampers. Earthq Eng Struc Dyn 29: 557-575.
36. Xu Z-D, Shen Y-P, Guo Y-Q (2003) Semi-active control of structures incorporated with magnetorheological dampers using neural-networks. Smart Mater Struc 12: 80-87.
37. Yager RR, Filev DP (1994) Essentials of fuzzy modeling and control. Wiley, New York.
38. Yang G (2001) Large-scale magnetorheological fluid damper for vibration mitigation: modeling, testing and control. Dissertation, University of Notre Dame.
39. Yang G, Spencer BF Jr, Carlson JD, Sain MK (2002) Large-scale MR fluid dampers: modeling, and dynamic performance considerations. Eng Struc 24(3): 309-323.
40. Yeh K, Chiang W-L, Juang D-S (1994) Application of fuzzy control theory in active control of structures. In: Proceedings of NAFIPS-IFIS-NASA, San Antonio.
41. Yi F, Dyke SJ, Caicedo JM, Carlson JD (2001) Experimental verification of multi-input seismic control strategies for smart dampers. J Eng Mech 127(11): 1152-1164.
42. Yoshida O, Dyke SJ, Giacosa LM, Truman KZ (2002) Torsional response control of asymmetric buildings using smart dampers. In: Proceedings of the 15th ASCE engineering mechanics conference, New York.
43. Zhang J, Roschke PN (1999) Active control of a tall structure excited by wind. J Wind Eng Ind Aerodyn 83: 209-223.
44. Zhao Y (2001) Autotuning of an industrial weigh belt feeder. Dissertation, Florida State University.
45. Zhao Y, Collins EG Jr, Dunlap D (2003) Genetic fuzzy parallel parking control for autonomous ground vehicles. In: Proceedings of the American control conference, Denver.
46. Zheng LA (1992) A practical guide to tune of proportional and integral (PI) like fuzzy controllers. In: Proceedings of the 1st IEEE international conference on fuzzy systems, San Diego.
47. Zhou L, Chang C-C (2000) Adaptive fuzzy control for a structure-MR damper system. In: Proceedings of the smart systems for bridges, structures, and highways conference, Newport Beach.
48. Zhou L, Chang C-C, Spencer BF Jr (2002) Intelligent technology-based control of motion and vibration using MR dampers. Earthq Eng Eng Vib 1(1): 100-110.