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Fuzzy Control of Semi-Active Magneto-Rheological Dampers for Seismic Response Control of Cable-Stayed Bridge

사장교의 지진응답제어를 위한 준능동 MR 감쇠기의 퍼지제어

  • 옥승용 (서울대학교 교량설계핵심기술연구단) ;
  • 김동석 (서울대학교 지구환경시스템공학부) ;
  • 고현무 (서울대학교 지구환경시스템공학부) ;
  • 박관순 (동국대학교 건축공학부)
  • Published : 2005.12.31

Abstract

This paper proposes semi-active fuzzy control technique of magneto-rheological dampers for seismic response control of cable-stayed bridges. Through the fuzzy inference process, the proposed technique performs the semi-active control with the responses of MR dampers only. Moreover, differently from the conventional semi-active control technique, this technique does not require additional active controller for the primary controller, which provides a simple design process. in order to validate the control performance of the proposed technique, the semi-active fuzzy control technique is applied to the benchmark control problem of cable-stayed bridge and its control performance is compared with those of conventional semi-active control techniques. The comparative results show that the proposed fuzzy control technique can be an effective control strategy by efficiently and simultaneously reducing the mutual conflicting responses such as the shear forces and moments at the base of the lowers, longitudinal displacement of the deck, and tensions in the stay cables.

사장교의 효과적 지진응답제어를 위하여 MR 감쇠기를 이용한 준능동 퍼지 제어기법을 제시하였다. 제시하는 방법은 MR 감쇠기의 응답정보만을 이용한 퍼지추론 과정을 통하여 준능동 제어를 수행하는 방법으로서, 능동제어이론에 기반한 기존 준능동 제어기법과 달리, 별도의 능동제어기를 설계할 필요가 없는 간단한 구조로서 구성될 수 있다. 제시한 제어기법의 제어성능을 평가하기 위해 사장교 벤치마크 문제에 적용하였으며 기존 준능동 제어기법들과의 성능비교를 통하여 그 효율성을 평가하였다. 제어성능을 비교한 결과, 제시하는 준능동 퍼지 제어기법은 주탑의 전단력 및 휨모멘트, 데크의 수평변위, 그리고 케이블 장력 등의 상충하는 지진응답들을 동시에 효과적으로 제어함으로써 지진응답제어에 매우 효율적인 제어전략이 될 수 있음을 보였다.

Keywords

References

  1. Chen, J. C., ed. Proc., 2nd Int. Workshop on Structural Control: Next Generation of Intelligent Structures, Hong Kong University of Science and Technology Research Center, Hong Kong, 1996, http://cwis.usc.edu/dept/ civil_eng/structural/welcome.html
  2. Dyke, S. J., Caicedo, J. M., Turan, G., Bergman, L. A. and Hague, S., 'Phase I benchmark control problem for seismic response of cable-stayed bridges,' Journal of Structural Engineering, Vol. 129, No. 7, 2003, pp. 857-872 https://doi.org/10.1061/(ASCE)0733-9445(2003)129:7(857)
  3. Yang, J. N., Lin, S. and Jabbari, F., '$H_2$-based control strategies for civil engineering structures,' Journal of Structural Control, Vol. 10, No. 3-4, 2003, pp. 205-230 https://doi.org/10.1002/stc.26
  4. Agrawal, A. K., Yang, J. N. and He, W. L., 'Applications of some semiactive control systems to benchmark cable-stayed bridge,' Journal of Structural Engineering, Vol. 129, No. 7, 2003, pp. 884-894 https://doi.org/10.1061/(ASCE)0733-9445(2003)129:7(884)
  5. Bontempi, F., Casciati, F. and Giudici, M., 'Seismic response of a cable-stayed bridge: active and passive control systems (benchmark problem),' Journal of Structural Control, Vol. 10, No. 3-4, 2003, pp. 169-185 https://doi.org/10.1002/stc.24
  6. Iemura, H., and Pradono, M. H., 'Application of pseudo-negative stiffness control to the benchmark cable-stayed bridge,' Journal of Structural Control, Vol. 10, No. 3-4, 2003, pp. 187-203 https://doi.org/10.1002/stc.25
  7. Dyke, S. J., Spencer, B. F. Jr., Sain, M. K. and Carlson, J. D., 'Modeling and Control of Magnetorheological Dampers for Seismic Response Reduction,' Smart Materials and Structures, Vol. 5, 1996, pp. 565-575 https://doi.org/10.1088/0964-1726/5/5/006
  8. Jansen, L. M. and Dyke S. J., 'Semiactive control strategies for MR dampers: comparative study,' Journal of Engineering Mechanics, Vol. 126, No. 8, 2000, pp. 795-803 https://doi.org/10.1061/(ASCE)0733-9399(2000)126:8(795)
  9. Spencer, B. F. Jr., Dyke, S. J., Sain, M. K. and Carlson, J. D., 'Phenomenological model of magnetorheological damper,' Journal of Engineering Mechanics, ASCE, Vol. 123, No. 3, 1997, pp. 230-238 https://doi.org/10.1061/(ASCE)0733-9399(1997)123:3(230)
  10. Carson, J. D., Catanzarite, D. M. and St. Clair, K. A., 'Commercial magneto-rheological fluid devices,' International Journal of Modern Physics B, Vol. 10, No. 23/24, 1996, pp. 2857-2865
  11. Sodeyama, H., Sunakoda, K., Suzuki, K., Carlson, J. D. and Spencer, B. F. Jr., 'Development of large capacity semiactive vibration control device using magnetorheological fluid,' Seismic Engineering, ASME, PVP, Vol. 428, No. 2, 2001, pp. 109 - 114
  12. Fujitani, H., et al. 'Development of 400kN magnetorheological damper for a real base-isolated building,' Proc., SPIE Conference Smart Structures and Materials, Vol. 5057, SPIE - International Society for Optical Engineering, Bellingham, Wash, 2003
  13. Spencer, B. F. Jr. and Nagarajaiah, S. 'State of the art of structural control,' Journal of Structural Engineering, ASCE, Vol. 129, No. 7, 2003, pp. 845-56 https://doi.org/10.1061/(ASCE)0733-9445(2003)129:7(845)
  14. Wen, Y. K., 'Method of random vibration of hysteretic systems,' Journal of Engineering Mechanics Division, ASCE, Vol. 102, No. 2, 1976, pp. 249-263
  15. Dyke, S. J., Spencer, B. F. Jr., Sain, M. K. and Carlson, J. D., 'An Experimental Study of MR Dampers for Seismic Protection,' Smart Materials and Structures, Special Issue on Large Civil Structures, 1997
  16. Dyke, S. J. and Spencer, B. F. Jr., 'Seismic response control using multiple MR dampers,' Proc., 2nd Int. Workshop on Structural Control, Hong Kong University of Science and Technology Research Center, Hong Kong, 1996, pp. 163-173
  17. Yi, F., Dyke, S. J., Caicedo, J. M. and Carlson, J. D., 'Experimental Verification of Multiinput Seismic Control Strategies for Smart Dampers,' Journal of Engineering Mechanics, ASCE, Vol. 127, No. 11, 2001, pp. 1152-1164 https://doi.org/10.1061/(ASCE)0733-9399(2001)127:11(1152)
  18. 정형조, G. Yang, B. F. Spencer, Jr., 이인원, '실제 규모의 자기유변 유체감쇠기를 위한 동적 모델의 개발', 대한토목학회 논문집, 22권, 4-A호, 2002, pp. 727-737
  19. Dyke, S. J. and Spencer, B. F. Jr., 'A comparison of semiactive control strategies for the magnetorheological damper,' Proc., IASTED International Conference on Intelligent Information Systems, Bahamas, December 8-10, 1997, pp. 580-584
  20. Jansen, L. M. and Dyke, S. J., 'Investigation of nonlinear control strategies for the implementation of multiple magnetorheological dampers,' Proc., Engineering Mechanics Conference, ASCE, Va. (CD-ROM), 1999
  21. Ramallo, J. C., Johnson, E. A. and Spencer, B. F. Jr., ''SMART' base isolation systems,' Journal of Engineering Mechanics, ASCE, Vol. 128, No. 10, 2002, pp. 1088-1099 https://doi.org/10.1061/(ASCE)0733-9399(2002)128:10(1088)
  22. Yoshida, O. and Dyke, S. J., 'Seismic control of a nonlinear benchmark building using smart dampers,' Journal of Engineering Mechanics, Vol. 130, No. 4, 2004, pp. 386-392 https://doi.org/10.1061/(ASCE)0733-9399(2004)130:4(386)
  23. Passino, K. M. and Yurkovich, S., Fuzzy Control, Addison Wesley Longman, Inc., 2725 Sand Hill Road, Menlo Park, California, 1998, pp. 475
  24. 박관순, 고현무, 옥승용, 서충원, 'MR Damper가 장착된 교량구조물의 준능동 퍼지제어', 대한토목학회 논문집, 22권, 4-A호, 2002, pp. 847-857
  25. Choi, K. M., Cho, S. W., Jung, H. J. and Lee, I. W., 'Semi-active fuzzy control for seismic response reduction using magnetorheological dampers,' Journal of Earthquake Engineering and Structural Dynamics, Vol. 33, 2004, pp. 723-736 https://doi.org/10.1002/eqe.372
  26. Stanway, R., Spronston, J. L. and Stevens, N. G., 'Non-linear identification of an electrorheological vibration damper,' IFAC Identification and System Parameter Estimation, 1985, pp. 195-200
  27. Dyke, S. J., Yi, F. and Carlson, J. D., 'Application of magnetorheological dampers to seismically excited structures,' Proc., International Modal Analysis Conference, Kissimmee, Fla., February 8-11, 1999
  28. Ivers, D. E. and Miller, L. R., 'Semi-active suspension technology: an evolutionary view,' Advanced automotive technologies, DE-Vol. 40, Am. Society of Mechanics Engineering./Winter Annual Meeting, Atlanta, Ga., 1991, pp. 327-346
  29. Patten, W. N., Mo, C., Kuehn, J. and Lee, J., 'A primer on Design of Semiactive Vibration Absorbers (SAVA),' Journal of Engineering Mechanics, Vol. 124, No. 1, 1998, pp. 61-68 https://doi.org/10.1061/(ASCE)0733-9399(1998)124:1(61)
  30. Park, K. S., Koh, H. M., Ok, S. Y. and Seo, C. W., 'Fuzzy supervisory control of earthquake-excited cable-stayed bridges,' Engineering Structures, Vol. 27, No. 7, 2005, pp. 1086-1100 https://doi.org/10.1016/j.engstruct.2005.02.007
  31. 박관순, 고현무, 옥승용, 서충원, '퍼지관리제어기법을 이용한 사장교의 지진응답제어', 한국지진공학회 논문집, 제 8권, 제 4호, 2004, pp. 51-62
  32. Jung, H. J., Spencer, B. F. Jr. and Lee, I. W., 'Control of seismically excited cable-stayed bridge employing Magnetorheological fluid dampers,' Journal of Structural Engineering, Vol. 129, No. 7, 2003, pp. 873-883 https://doi.org/10.1061/(ASCE)0733-9445(2003)129:7(873)
  33. He, W. L. and Agrawal, A. K., 'Passive and hybrid systems for seismic protection of a benchmark cable-stayed bridge,' Structural Control and Health Monitering, Published online, 2005