Ocean Systems Engineering

  • 제10권2호
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  • Pages.227-241
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  • 2020
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  • 2093-6702(pISSN)
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  • 2093-677X(eISSN)
테크노프레스 (Techno-Press)
권호 표지
DOI QR코드

DOI QR Code

AI based control theory for interaction of ocean system

  • Chen, C.Y.J. (Department of Civil Engineering, Universidade de Brasilia) ;
  • Hsieh, Chia-Yen (Special Education, National Kaohsiung Normal University) ;
  • Smith, Aiden (Faculty of Engineering, Universidad del Norte) ;
  • Alako, Dariush (Department of Natural Science, Bost University) ;
  • Pandey, Lallit (Applied Math Department, St. George's University) ;
  • Chen, Tim (AI Lab, Faculty of Information Technology, Ton Duc Thang University)
  • 투고 : 2019.12.09
  • 심사 : 2020.03.27
  • 발행 : 2020.06.25
⟨ 이전 논문 다음 논문 ⟩

초록

This paper deals with the problem of the global stabilization for a class of tension leg platform (TLP) nonlinear control systems. Problem and objective: Based on the relaxed method, the chaotic system can be stabilized by regulating appropriately the parameters of dither. Scope and method: If the frequency of dither is high enough, the trajectory of the closed-loop dithered chaotic system and that of its corresponding model-the closed-loop fuzzy relaxed system can be made as close as desired. Results and conclusion: The behavior of the closed-loop dithered chaotic system can be rigorously predicted by establishing that of the closed-loop fuzzy relaxed system.

키워드

참고문헌

  1. Bal, S. (2016), "Free surface effects on 2-D airfoils and 3-D wings moving over water", Ocean Syst. Eng., 6(3), 245-264. https://doi.org/10.12989/ose.2016.6.3.245
  2. Bal, S., Atlar, M. and Usar, D. (2015), "Performance prediction of horizontal axis marine current turbines", Ocean Syst. Eng., 5(2), 125-138. https://doi.org/10.12989/ose.2015.5.2.125
  3. Chang, J.F., Tsai, P.W., Chen, J.F. and Hsiao, C.T. (2014a), "The comparison between IABC with EGARCH in foreign exchange rate forecasting", Proceedings of the 1st Euro-China Conference on Intelligent Data Analysis and Applications, Shenzhen, China, June, 13-15.
  4. Chang, J.F., Yang, T.W. and Tsai, P.W. (2014), "Stock portfolio construction using evolved bat algorithm", Proceedings of the 27th International Conference on Industrial", Engineering & Other Applications of Applied Intelligent Systems, Kaohsiung, Taiwan, June, 3-6.
  5. Chen, C.W. (2014a), "Interconnected TS fuzzy technique for nonlinear time-delay structural systems", Nonlinear Dynam., 76(1), 13-22. https://doi.org/10.1007/s11071-013-0841-8
  6. Chen, C.W. (2014b), "A criterion of robustness intelligent nonlinear control for multiple time-delay systems based on fuzzy Lyapunov methods", Nonlinear Dynam., 76(1), 23-31. https://doi.org/10.1007/s11071-013-0869-9
  7. Chen, T., Khurram, S. and Cheng, C. (2019), "A relaxed structural mechanics and fuzzy control for fluid-structure dynamic analysis", Eng. Comput., 36(7), 2200-2219.
  8. Chen, T., Khurram, S. and Cheng, C. (2019), "Prediction and control of buildings with sensor actuators of fuzzy EB algorithm", Earthq. Struct., 17(3), 307-315. https://doi.org/10.12989/eas.2019.17.3.307.
  9. Chen, T. (2020), "LMI based criterion for reinforced concrete frame structures", Adv. Concr. Constr., 9(4), 407-412. https://doi.org/10.12989/ACC.2020.9.4.407
  10. Chen, T. (2020), "Evolved fuzzy NN control for discrete-time nonlinear systems", J. Circuits Syst. Comput., 29(1), 2050015. https://doi.org/10.1142/s0218126620500152
  11. Chen, T. (2020), "On the algorithmic stability of optimal control with derivative operators", Circuits Syst. Signal Process., doi:10.1007/s00034-020-01447-1.
  12. Chen, T. (2020), "An intelligent algorithm optimum for building design of fuzzy structures", Iran J. Sci. Technol, Trans Civ. Eng., 44, 523-531. https://doi.org/10.1007/s40996-019-00251-5
  13. Chu, S.C. and Tsai, P.W. (2007), "Computational intelligence based on behaviors of cats", Int. J. Innovative Comput. Inform. Control, 3(1), 163-173.
  14. Chu, S.C., Tsai, P.W. and Pan, J.S. (2006), "Cat swarm optimization", Proceedings of the Trends in Artificial
  15. Duman, S. and Bal, S. (2017), "Prediction of the turning and zig-zag maneuvering performance of a surface combatant with URANS", Ocean Syst. Eng., 7(4), 435-460. https://doi.org/10.12989/OSE.2017.7.4.435
  16. Egresits, C., Monostori, L. and Hornyak, J. (1998), "Multistrategy learning approaches to generate and tune fuzzy control structures and their application in manufacturing", J. Intel. Manufact., 9, 323-329. https://doi.org/10.1023/A:1008922709029
  17. Harms, V.W. (1979), "Design criteria for floating tire breakwaters", J. Waterway Port Coast.Ocean Division, 105, 149-170. https://doi.org/10.1061/JWPCDX.0000140
  18. Kinaci, O.K., Kukner, A. and Bal, S. (2013), "On propeller performance of DTC post-panamax container ship", Ocean Syst. Eng., 3(2), 77-89. https://doi.org/10.5574/IJOSE.2012.3.2.077
  19. Lee, H.H. and Wang, W.S. (2001), "Analytical solution on the dragged surge vibration of tension leg platforms with wave large body and small body multi-interactions", J. Sound Vib., 248, 533-556. https://doi.org/10.1006/jsvi.2001.3803
  20. Lee, H.H. and Wang, W.S. (2003), "On the dragged surge vibration of twin TLP systems with multi-interactions of wave and structures", J. Sound Vib., 263, 743-774. https://doi.org/10.1016/S0022-460X(02)01108-2
  21. Lewandowski, R., Bartkowiak, A. and Maciejewski, H. (2012), "Dynamic analysis of frames with viscoelastic dampers: a comparison of damper models", Struct. Eng. Mech., 41(1), 113-137. https://doi.org/10.12989/sem.2012.41.1.113
  22. Liu, S.C. and Lin, S.F. (2013), "Robust sliding control for mismatched uncertain fuzzy time-delay systems using linear matrix inequality approach", J. Chinese Inst. Engineers, 36(5), 589-597. https://doi.org/10.1080/02533839.2012.734557
  23. Liu, X. and Zhang, Q. (2003), "New approach to H1 controller designs based on fuzzy observers for T-S fuzzy systems via LMI", Automatica, 39, 1571-1582. https://doi.org/10.1016/S0005-1098(03)00172-9
  24. Liu, Y.J. and Li, Y.X. (2010), "Adaptive fuzzy output-feedback control of uncertain SISO nonlinear systems", Nonlinear Dynam., 61, 749-761. https://doi.org/10.1007/s11071-010-9684-8
  25. Loria, A. and Nesic, D. (2003), "On uniform boundedness of parametrized discrete-time systems with decaying inputs: applications to cascades", Syst. Control Lett., 94, 163-174. https://doi.org/10.1016/S0167-6911(02)00319-5
  26. Narendra, K.G., et al. (1998), "Intelligent current controller for an HVDC transmission link", IEEE T. Power Syst., 13, 1076-1083. https://doi.org/10.1109/59.709102
  27. Ott E., Grebogi, C. and Yorke, J.A. (1990), "Controlling chaos", Phys. Rev. Lett., 64, 1196-1199. https://doi.org/10.1103/PhysRevLett.64.1196
  28. Pardhan, P.M. and Panda, G. (2012), "Solving multiobjective problems using cat swarm optimization", Expert Syst. Appl., 39, 2956-2964. https://doi.org/10.1016/j.eswa.2011.08.157
  29. Park, J., Kim, J. and Park, D. (2001), "LMI-based design of stabilizing fuzzy controllers for nonlinear systems described by Takagi-Sugeno fuzzy model", Fuzzy Sets Syst., 122, 73-82. https://doi.org/10.1016/S0165-0114(00)00050-6
  30. Rabiei K, Ordokhani Y and Babolian E (2017) The Boubaker polynomials and their application to solve fractional optimal control problems. Nonlinear Dynamics 88(2): 1013-1026. https://doi.org/10.1007/s11071-016-3291-2
  31. Simoes, M.G., Bose, B.K. and Spiegel, R.J. (1997), "Design and performance evaluation of a fuzzy-logic-based variable-speed wind generation system", IEEE T. Ind. Appl., 33, 956-965. https://doi.org/10.1109/28.605737
  32. Sontag, E.D. (1989), "Remarks on stabilisation and input-to-state stability", Proceedings of the 28th IEEE Conference on Decision Control, Tampa, FL: 1376-1378.
  33. Steinberg A.M. and Kadushin, I. (1973), "Stabilization of nonlinear systems with dither control", J. Math. Anal. Appl., 43, 273-284. https://doi.org/10.1016/0022-247x(73)90275-8
  34. Sun, Q., Li, R. and Zhang, P. (2003), "Stable and optimal adaptive fuzzy control of complex systems using fuzzy dynamic model", Fuzzy Sets Syst., 133, 1-17. https://doi.org/10.1016/S0165-0114(02)00124-0
  35. Takagi, T. and Sugeno, M. (1985), "Fuzzy identification of systems and its applications to modeling and control", IEEE T. Syst. Man Cy., 15, 116-132. https://doi.org/10.1109/TSMC.1985.6313399
  36. Tsai, P.W., Kham, M.K., Pan, J.S. and Liao, B.Y. (2012), "Interactive artificial bee colony supported passive continuous authentication system", IEEE Systems J., 1-11.
  37. Tsai, P.W., Pan, J.S., Liao, B.Y. and Chu, S.C. (2009), "Enhanced artificial bee colony optimization", Int. J. Innov. Comput. Inform. Control, 5(12), 5081-5092.
  38. Tsai, P.W., Pan, J.S., Liao, B.Y., Tsai, M.J. and Vaci, I. (2012), "Bat algorithm inspired algorithm for solving numerical optimization problems", Appl. Mech. Mater., 148-149, 134-137. https://doi.org/10.4028/www.scientific.net/AMM.148-149.134
  39. Tyan, C.Y., Wang, P.P. and Bahler, D.R. (1996), "An application on intelligent control using neural network and fuzzy logic", Neurocomput., 12, 345-363. https://doi.org/10.1016/0925-2312(95)00072-0
  40. Wang, H.O., Tanaka, K. and Griffin, M. (1996), "An approach to fuzzy control of nonlinear systems: stability and design issues", IEEE T. Fuzzy Syst., 4, 14-23. https://doi.org/10.1109/91.481841
  41. Xu, G., Hamouda, A.M.S. and Khoo, B.C. (2011), "Numerical simulation of fully nonlinear sloshing waves in three-dimensional tank under random excitation", Ocean Syst. Eng., 1(4), 355-372, https://doi.org/10.12989/ose.2011.1.4.355
  42. Yang, C.K and Kim, M.H. (2011), "The structural safety assessment of a tie-down system on a tension leg platform during hurrycane events", Ocean Syst. Eng., 1(4), 263-283. https://doi.org/10.12989/ose.2011.1.4.263
  43. Zaky, M.A. (2018), "A Legendre collocation method for distributed{order fractional optimal control problems", Nonlinear Dynam., 91(4), 2667-2681. https://doi.org/10.1007/s11071-017-4038-4
  44. Zhu, Y., Zhang, Q., Wei, Z. and Zhang, L. (2013), "Robust stability analysis of Markov jump standard genetic regulatory networks with mixed time delays and uncertainties", Neurocomput., 110(13), 44-50. https://doi.org/10.1016/j.neucom.2012.09.033