Structural Engineering and Mechanics

  • 제49권6호
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  • Pages.687-703
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  • 2014
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  • 1225-4568(pISSN)
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  • 1598-6217(eISSN)
테크노프레스 (Techno-Press)
권호 표지
DOI QR코드

DOI QR Code

Vibration control of 3D irregular buildings by using developed neuro-controller strategy

  • 투고 : 2012.09.04
  • 심사 : 2014.02.01
  • 발행 : 2014.03.25
⟨ 이전 논문 다음 논문 ⟩

초록

This paper develops a new nonlinear model for active control of three-dimensional (3D) irregular building structures. Both geometrical and material nonlinearities with a neuro-controller training algorithm are applied to a multi-degree-of-freedom 3D system. Two dynamic assembling motions are considered simultaneously in the control model such as coupling between torsional and lateral responses of the structure and interaction between the structural system and the actuators. The proposed control system and training algorithm of the structural system are evaluated by simulating the responses of the structure under the El-Centro 1940 earthquake excitation. In the numerical example, the 3D three-story structure with linear and nonlinear stiffness is controlled by a trained neural network. The actuator dynamics, control time delay and incident angle of earthquake are also considered in the simulation. Results show that the proposed control algorithm for 3D buildings is effective in structural control.

키워드

참고문헌

  1. ACI 318-05 (2005), "Building Code Requirements for Structural Concrete and Commentary", American Concrete Institute.
  2. Agrawal, A.K. and Yang, J.N. (1996), "Optimal polynomial control of seismically excited linear structures", J. Eng. Mech., ASCE, 122(8), 753-761. https://doi.org/10.1061/(ASCE)0733-9399(1996)122:8(753)
  3. Ahmadizadeh, M. (2007), "On equivalent passive structural control system for semi-active control using viscous fluid dampers", J. Struct. Control Hlth. Monit., 14, 858-875. https://doi.org/10.1002/stc.182
  4. Baber, T.T. and Wen, Y.K. (1981), "Random vibration of hysteretic degrading systems", J. Eng. Mech., ASCE, 107(6), 1069-1087.
  5. Bani-Hani, K. and Ghaboussi, J. (1998), "Nonlinear structural control using neural networks", J. Eng. Mech., ASCE, 124(3), 319-327. https://doi.org/10.1061/(ASCE)0733-9399(1998)124:3(319)
  6. Chen, H.M., Tsai, K.H., Qi, G.Z., Yang, J.C.S. and Amini, F. (1995), "Neural network for structural control", J. Comput. Civil Eng., ASCE, 9(2),168-176. https://doi.org/10.1061/(ASCE)0887-3801(1995)9:2(168)
  7. Chu, S.Y., Soong, T.T., Reinhorn, A.M., Helgeson, R.J. and Riley, M.A. (2002), "Integration issues in implementation of structural control systems", J. Struct. Control, 9, 31-58. https://doi.org/10.1002/stc.2
  8. DeSilva, C.W. (1989), Control sensors and actuators, Prentice Hall, Inc., Englewood Cliffs, N.J.
  9. Dyke, S.J., Spencer, B.F., Jr., Quast, P. and Sain, M.K. (1995), "Role of control-structure interaction in protective system design", J. Eng. Mech., ASCE, 121(2), 322-338. https://doi.org/10.1061/(ASCE)0733-9399(1995)121:2(322)
  10. Edwards, C. and Spurgeon, S. (1998), Sliding Mode Control: Theory and Applications, Taylor & Francis, CRC Press, London, Boca Raton, FL.
  11. Jiang, X. and Adeli, H. (2008), "Dynamic fuzzy wavelet neuroemulator for nonlinear control of irregular building structures", Int. J. Numer. Method. Eng., 74, 1045-1066. https://doi.org/10.1002/nme.2195
  12. Kim, D.H. and Lee, I.W. (2001), "Neurocontrol of seismically excited steel structures through sensitivity evaluation scheme", Earthq. Eng. Struct. Dyn., 30(9), 1361-1377. https://doi.org/10.1002/eqe.67
  13. Kim, J.T., Jung, H.J. and Lee, I.W. (2000), "Optimal structural control using neural networks", J. Eng. Mech., 126(2), 0733-9399.
  14. Kim, J.T., Oh, J.W. and Lee, I.W. (1999), "Artificial neural networks for structural vibration control", Proceedings of the 1st International Conference on Advances in Structural Engineering and Mechanics, Seoul, August.
  15. Lafontaine, M., Moroni, O., Sarrazin, M. and Roschke, P. (2009), "Optimal control of accelerations in a base-isolated building using magneto-rheological dampers and genetic algorithms", J. Earthq. Eng., 13(8), 1153-1171. https://doi.org/10.1080/13632460902898316
  16. Lee, H.J., Yang, G., Jung, H.J. and Spencer, B.F., Jr. (2006), "Semi-active neurocontrol of a base-isolated benchmark structure", J. Struct. Control Hlth. Monit., 13, 682-692. https://doi.org/10.1002/stc.105
  17. Lee, T.Y. and Chen, P.C. (2011), "Experimental and analytical study of sliding mode control for isolated bridges with MR dampers", J. Earthq. Eng., 15(4), 564-581. https://doi.org/10.1080/13632469.2010.524277
  18. Li, J., Peng, Y.B., and Chen, J. (2008), "GDEE-based stochastic control strategy of MR damping systems", Proceedings of the Tenth International Symposium on Structural Engineering for Young Experts, Changsha, China.
  19. Lu, L.T., Chiang, W.L. and Tang, J.P. (1998), "LQG/LTR control methodology in active structural control", J. Eng. Mech., ASCE, 124(4), 446-454. https://doi.org/10.1061/(ASCE)0733-9399(1998)124:4(446)
  20. Masri, S.F., Bekey, G.A. and Caughey, T.K. (1982), "On-line control of nonlinear flexible structures", J. Appl. Mech., 49(12), 871-884. https://doi.org/10.1115/1.3162630
  21. Mathlab (2008), "The Language of Technical Computing", Math works Inc., MA.
  22. Miller, R.K., Masri, S.F., Dehghanyar, T. and Caughey, T.K. (1988), "Active vibration control of large civil structures", J. Eng. Mech., ASCE, 114(9), 1542-1570. https://doi.org/10.1061/(ASCE)0733-9399(1988)114:9(1542)
  23. Nikzad, K., Ghaboussi. J. and Paul, S.L. (1996), "Actuator dynamics and delay compensation using neurocontrollers", J. Eng. Mech., ASCE, 122(3), 218-229. https://doi.org/10.1061/(ASCE)0733-9399(1996)122:3(218)
  24. Ohtori, Y., Christenson, R.E., Spencer, B.F., Jr. and Dyke, S.J. (2004), "Benchmark control problems for seismically excited nonlinear buildings", J. Eng., Mech., 130(4), 366-385. https://doi.org/10.1061/(ASCE)0733-9399(2004)130:4(366)
  25. Pourzeynali, S., Lavasani, H. and Modarayi, A.H. (2007), "Active control of high rise building structures using fuzzy logic and genetic algorithms", Eng. Struct., 29(3), 346-357. https://doi.org/10.1016/j.engstruct.2006.04.015
  26. Samali, B. and Al-Dawod, M. (2003), "Performance of a five-storey benchmark model using an active tuned mass damper and a fuzzy controller", Eng. Struct., 25, 1597-1610. https://doi.org/10.1016/S0141-0296(03)00132-9
  27. Sarbjeet, S. and Datta, T.K. (2003), "Sliding mode control of building frames under random ground motion", J. Earthq. Eng., 7(1), 73-95.
  28. Soong, T.T. (1990), Active Structural Control: Theory and Practice, Longman's, New York.
  29. Stein, G. and Athans, M. (1987), "The LQG/LTR procedure for multivariable feedback control design", IEEE Tran. Auto. Control., 32(2), 105-114. https://doi.org/10.1109/TAC.1987.1104550
  30. Wang, Z.H., Chen, Z.Q. and Spencer, B.F., Jr. (2009), "Self-powered and sensing control system based on MR damper: presentation and application", Proceedings of SPIE Smart Tructures/NDE, San Diego, California.
  31. Yang, J.N., Danielians, A. and Liu, S.C. (1992), "Hybrid control of nonlinear and hysteretic systems I&II", J. Eng. Mech., ASCE, 118, 1423-1457. https://doi.org/10.1061/(ASCE)0733-9399(1992)118:7(1423)

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