Ocean Systems Engineering

Techno-Press (테크노프레스)
권호 표지
DOI QR코드

DOI QR Code

Predictive control theory and design for offshore platforms

  • C.C. Hung (Faculty of National Hsin Hua Senior High School) ;
  • T. Nguyen (Ha Tinh University) ;
  • C.Y. Hsieh (National Pingtung University Education School)
  • Received : 2023.10.22
  • Accepted : 2024.02.25
  • Published : 2024.03.25
⟨ Previous Next ⟩

Abstract

In order to achieve the best performance, the automatic control with advanced technology is made of sheathed steel to withstand a wide range of wave loads. This model shows how to control the vibration of the fiber panel as a solution using the new results from the Lyapunov stability question, a modification of the bat that making it easy to calculate and easy to use. It is used to reduce the storage space required in this system. The results show that the planned worker can compensate effectively for the unplanned delay. The results show that the proposed controller can compensate for delays and errors. Fuzzy control (predictive control) demonstrated the external vibration can be reduced.

Keywords

References

  1. Cairns, D.S., Mandell, J.F., Scott, M.E. and Maccagnano, J.Z. (2011), "Stability analysis and robustness design of nonlinear systems: An NN-based approach", Appl. Soft Comput., 11, 2735-2742. https://doi.org/10.1016/j.asoc.2010.11.004.
  2. Cairns, D.S., Scott, M.E. and Maccagnano, J.Z. (2011), "Modeling, control, and stability analysis for time-delay TLP systems using the fuzzy Lyapunov method", Neural Comput. Appl., 20, 527-534. https://doi.org/10.1007/s00521-011-0576-8
  3. Chen, C., Chen, P. and Chiang, W. (2011), "Stabilization of adaptive neural network controllers for nonlinear structural systems using a singular perturbation approach", J. Vib. Control, 17, 1241-1252. https://doi.org/10.1177/1077546309352827.
  4. Chen, T. and Chen, C. (2010), "Application of data mining to the spatial heterogeneity of foreclosed mortgages", Exp. Syst. Appl., 37, 993-997.
  5. Chen, T., Yang, H.P. and Chen, C. (2008), "A mathematical tool for inference in logistic regression with small-sized data sets: A practical application on ISW-Ridge relationships", Math. Probl. Eng., https://doi.org/10.1155/2008/186372.
  6. Chen, Z.Y., Meng, Y.Z., Chen, T. (2022), "NN model-based evolved control by DGM model for practical nonlinear systems", Exp. Syst. Appl., https://doi.org/10.1016/j.eswa.2021.115873.
  7. Chen, Z.Y., Peng, S.H., Meng, Y.Z., Wang, R., Fu, Q. and Chen, T. (2022), "Composite components damage tracking and dynamic structural behaviour with AI algorithm", Steel Compos. Struct., 42(2) 151-159. https://doi.org/10.12989/scs.2022.42.2.151.
  8. Chen, Z.Y., Wang, R., Meng, Y.Z., Fu, Q. and Chen, T. (2022), "Grey FNN control and robustness design for practical nonlinear systems", J. Eng. Res., 11(1). https://doi.org/10.36909/jer.11273.
  9. Chen, Z.Y., Wang, R., Meng, Y.Z., Fu, Q. and Chen, T. (2022), "Stochastic intelligent GA-NN controller design for active TMD shear building", Struct. Eng. Mech., 81(1), 51-57. https://doi.org/10.12989/sem.2022.81.1.051.
  10. Chen, Z.Y., Wang, R., Meng, Y.Z., Fu, Q. and Chen, T. (2022), "Systematic fuzzy Navier-Stokes equations for aerospace vehicles", Aircraft Eng. Aerosp. Tech., 94(3), 351-359. https://doi.org/10.1108/AEAT-06-2020-0109.
  11. Chiang, W.L., Chen, T.W., Liu, M.Y. and Hsu, C.J. (2001), "Application and robust H control of PDC fuzzy controller for nonlinear systems with external disturbance", J. Mar. Sci. Tech., 9(2), 84-90.
  12. Chiang, W., Yeh, K., Chen, C. and Chen, C. (2007), "Robustness design of time-delay fuzzy systems using fuzzy Lyapunov method", Appl. Math. Comput., 205, 568-577. https://doi.org/10.1016/j.amc.2008.05.104.
  13. Chiang, W.L. (2002), "A new approach to stability analysis for nonlinear time-delay systems", Int. J. Fuzzy Syst., 4(2), 735-738.
  14. Goldberg, D.E. (1989), Genetic Algorithms in Search Optimization and Machine Learning, Addison-Wesley, MA. https://doi.org/10.1023/A:1022602019183.
  15. Hasan, S.D., Islam, N. and Moin, K. (2010), "A review of fixed offshore platforms under earthquake forces", Struct. Eng. Mech., 35(4), 479-491. https://doi.org/10.12989/sem.2010.35.4.479.
  16. Hsiao, F., Chen, C. and Tsai, K. (2005), "Stability conditions of fuzzy systems and its application to structural and mechanical systems", Adv. Eng. Softw., 37, 624-629. https://doi.org/10.1016/j.advengsoft.2005.12.002.
  17. Hsieh, T., Wang, M., Chen, C., Chen, C., Yu, S., Yang, H.P. and Chen, T. (2006), "A new viewpoint of S-curve regression model and its application to construction management", Int. J. Artif. Intell. Tools, 15, 131-142.
  18. Hung, C.C., Tim, C. and Abu, A.A. (2019), "Optimal fuzzy design of Chua's circuit system", Int. J. Innov. Comput. Inform. Control, 15(6), 2355-2366. https://doi.org/10.24507/ijicic.15.06.2355.
  19. 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.
  20. Lin, M.L. and Chen, C.W. (2010), "Application of fuzzy models for the monitoring of ecologically sensitive ecosystems in a dynamic semiarid landscape from satellite imagery", Eng. Comput., 27, 5-19.
  21. Liu, K.F., Yeh, K. and Chen, C. (2009), "The stability of an oceanic structure with T-S fuzzy models", Math. Comput. Simul., 80, 402-426. https://doi.org/10.1016/j.matcom.2009.08.001.
  22. Reyes, C., Hilaire, T., Paul, S. and Mecklenbrauker, C.F. (2010), "Evaluation of the root mean square error performance of the PAST-consensus algorithm", Proceedings of the 2010 International ITG Workshop on Smart Antennas (WSA). https://doi.org/10.1109/WSA.2010.5456452.
  23. Sakthivel, R., Santra, S., Mathiyalagan, K. and Anthoni, S.M. (2014), "Anthoni, Robust reliable sampled-data control for offshore steel jacket platforms with nonlinear perturbations", Nonlinear Dynam.. 78, 1109-1123. https://doi.org/10.1093/imamci/dnv046.
  24. Terroa, M.J. Mahmoudb, M.S. and Abdel-Rohmanc, M. (1999), "Multi-loop feedback control of offshore steel jacket platforms", Comput. Struct., 70(2), 185-202. https://doi.org/10.1016/S0045-7949(98)00152-7.
  25. Tim, C., Hung, C.C., Huang, Y.C., Chen, J.C., Rahman, S. and Islam Mozumder, T. (2021), "Grey signal predictor and fuzzy controls for active vehicle suspension systems via Lyapunov theory", Int. J. Comput. Commun. Control, 16(3), 3991. https://doi.org/10.15837/ijccc.2021.3.3991.
  26. Tim, C., Kapron, N. and Chen, J.C. (2020), "Using evolving ANN-based algorithm models for accurate meteorological forecasting applications in Vietnam", Math. Probl. Eng., 8179652. https://doi.org/10.1155/2020/8179652.
  27. Tim, C., Kuo, D., Huiwi, M., Gong-yo, T. and Chen, J. (2021), "Evolved predictive vibration control for offshore platforms based on the Lyapunov stability criterion", Ship Offshore Struct., 16(7), 700-713. https://doi.org/10.1080/17445302.2020.1776548.
  28. Tim, C., Lohnash, M., Owens, E. and Chen, C. (2020), "PDC Intelligent control-based theory for structure system dynamics", Smart Struct. Syst., 25(4), 401-408. https://doi.org/10.12989/sss.2020.25.4.401.
  29. Tim, C., Morozov, S.N. and Chen, C.Y.J. (2019), "Hazard data analysis for underwater vehicles by submarine casualties", Mar. Tech. Soc. J., 53(6), 21-26. https://doi.org/10.4031/MTSJ.53.6.2.
  30. Tsai P.W. (2014), "A novel criterion for nonlinear time-delay systems using LMI fuzzy Lyapunov method", Appl. Soft Comput., 25, 461-472. https://doi.org/10.1016/j.asoc.2014.08.045.
  31. Tsai, P.W., Alsaedi, A., Hayat, T. and Chen, C.W. (2016), "A novel control algorithm for interaction between surface waves and a permeable floating structure", China Ocean Eng., 30(2), 161-176. https://doi.org/10.1007/s13344-016-0009-7.
  32. Tsai, P.W., Hayat, T., Ahmad, B. and Chen, C.W. (2015), "Structural system simulation and control via NN based fuzzy model", Struct. Eng. Mech., 56(3), 385-407. https://doi.org/10.12989/sem.2015.56.3.385.
  33. Tsai, P.W., Pan, J.S., Liao, B.Y., Tsai, M.J. and Istanda, V. (2012), "Bat algorithm inspired algorithm for solving numerical optimization problems", Appl. Mech. Mater., 148, 134-137. https://doi.org/10.4028/www.scientific.net/AMM.148-149.134.
  34. Tsai, P.W., Tseng, C.P., Hsu, W. and Chiang, W. (2012), "A novel strategy to determine insurance and risk control plan for natural disaster risk management", Nat. Hazards, 64, 1391-1403. https://doi.org/10.1007/s11069-012-0305-3.
  35. Wu, C. (2006), "Fuzzy Lyapunov method for stability conditions of nonlinear systems", Int. J. Artif. Intell. Tools, 15(2), 163-171. https://doi.org/10.1142/S0218213006002618.
  36. Wu, C. (2007), "A novel delay-dependent criterion for time-delay T-S fuzzy systems using fuzzy Lyapunov method", Int. J. Artif. Intell. Tools, 16(3), 545-552. https://doi.org/10.1142/S0218213007003400.
  37. Yuan C.C. (2007), "An experimental study of stratified mixing caused by internal solitary waves in a two-layered fluid system over variable seabed topography", Ocean Eng., 34, 1995-2008.
  38. Zandi, Y., Shariati, M., Marto, A., Wei, X., Karaca, Z., Dao, D., Toghroli, A., Hashemi, M.H., Sedghi, Y., Wakil, K. and Khorami, M. (2018), "Computational investigation of the comparative analysis of cylindrical barns subjected to earthquake", Steel Compos. Struct., 28(4), 439-447. https://doi.org/10.12989/scs.2018.28.4.439.
  39. Zhang, Y. (2015), "A fuzzy residual strength based fatigue life prediction method", Struct. Eng. Mech., 56(2), 201-221. https://doi.org/10.12989/sem.2015.56.2.201.
  40. Zhen, C., Wang, R., Meng, Y.Z., Fu, Q. and Chen, T. (2021), "Active TMD systematic design of fuzzy control and the application in high-rise buildings", Earthq. Struct., 21(6), 577-585. https://doi.org/10.12989/eas.2021.21.6.577.
  41. Zhen, C., Wang, R., Meng, Y.Z., Fu, Q. and Chen, T. (2021), "Grey signal predictor and evolved control for practical nonlinear mechanical systems", J. Grey Syst., 33(1), 156-170.
  42. Zhou, X., Lin, Y. and Gu, M. (2015), "Optimization of multiple tuned mass dampers for large-span roof structures subjected to wind loads", Wind Struct., 20(3), 363-388. https://doi.org/10.12989/was.2015.20.3.363.