Model-free approach based on intelligent PD controller for vertical motion reduction in fast ferries

Model-free approach based on intelligent PD controller for vertical motion reduction in fast ferries

A new model-free approach was investigated to control two moving aps and a T-foil of a fast ferry traveling in the head sea. Considered as a highly perturbed system, fast ferries in sea waves suffer from the undesirable effects of pitch and heave motions causing severe vertical accelerations that lead to the discomfort of passengers who then experience seasickness. To appropriately control this multivariable system, a model-free control strategy was adopted. An augmented PD controller with compensating terms resulting from an online identi cation of an ultralocal model of the system was designed. Relying only on input{output data and using online numerical differentiation based on a fast estimation technique, a nonphysical model was designed and continuously updated to capture all the unknown system dynamics, uncertainties, and perturbations. The resulting controller, known as an intelligent PD (iPD) controller, has been proven to be of a reduced design complexity but able to cope with the system's changing characteristics under high perturbations. The robustness to parameter variations was analyzed and compared to a classic PD controller's performance. The results showed that good reductions in the system's vertical motions and seasickness were obtained with a low computational cost. Moreover, the iPD successfully exhibited very robust behavior based on its model-free property when changing the system parameters and the operating velocity.

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  • [1] Xi H, Sun J. Nonlinear feedback stabilization of high-speed planing vessels by a controllable transom ap. In: IEEE 2005 American Control Conference; 8{10 June 2005; Portland, OR, USA. New York, NY, USA: IEEE. pp. 4327-4332.
  • [2] Xi H, Sun J. Feedback stabilization of high-speed planing vessels by a controllable transom ap. IEEE J Oceanic Eng 2006; 31: 421-431.
  • [3] Esteban S, De la Cruz JM, Giron-Sierra JM, De Andres B, Diaz JM, Aranda J. Fast ferry vertical acceleration reduction with active aps and T-foil. In: IFAC 5th Conference on Maneuvering and Control of Marine Crafts; 2000; Aalborg, Denmark. pp. 233-238.
  • [4] Giron-Sierra J, Esteban S, De Andres B, Diaz J, Riola J. Experimental study of controlled aps and T-foil for comfort improvement of a fast ferry. In IFAC 2001 Proceedings of the International Conference on Control Applications in Marine Systems; July 2001; Glasgow, UK. pp. 261-266.
  • [5] Daz J, Dormido S, Aranda J. Interactive computer-aided control design using quantitative feedback theory: the problem of vertical movement stabilization on a high-speed ferry. Int J Control 2005; 78: 813-825.
  • [6] Esteban S, Recas J, Giron-Sierra JM, De la Cruz J, Riola J. A fast autonomous scaled ship for experimental seakeeping control studies. In: IEEE Oceans 2005-Europe; 20{23 June 2005. New York, NY, USA: IEEE. pp. 1232-1237.
  • [7] Velasco F, Lopez E, Rueda T, Moyano E. Classical controllers to reduce the vertical acceleration of a high-speed craft. In: IEEE 2003 European Control Conference; 1{4 September 2003; Cambridge, UK. New York, NY, USA: IEEE. pp. 1923{1927.
  • [8] De la Cruz JM, Aranda J, Giron-Sierra JM, Velasco F, Esteban S, Diaz JM. Improving the comfort of a fast ferry. IEEE Contr Syst Mag 2004; 24: 47-60.
  • [9] Aranda J, De la Cruz JM, Daz J. Design of a multivariable robust controller to decrease the motion sickness incidence in fast ferries. Control Eng Pract 2005; 13: 985-999.
  • [10] Fliess M, Join C. Intelligent PID controllers. In: IEEE 2008 16th Mediterranean Conference on Control and Automation; 25{27 June 2008; Ajaccio-Corsica, France. New York, NY, USA: IEEE. pp. 326-331.
  • [11] Fliess M, Join C. Model-free control and intelligent PID controllers: towards a possible trivialization of nonlinear control? In: IFAC 15th Symposium on System Identi cation; 6{8 July 2009; Saint-Malo, France. pp. 1531-1550.
  • [12] D'Andrea-Novel B, Fliess M, Join C, Mounier H, Steux B. A mathematical explanation via intelligent" PID controllers of the strange ubiquity of PIDs. In: IEEE 18th Mediterranean Conference on Control & Automation; 23{25 June 2010; Marrakech, Morocco. New York, NY, USA: IEEE. pp. 395-400.
  • [13]  Astrom KJ, Hang CC, Persson P, Ho WK. Towards intelligent PID control. Automatica 1992; 28: 1-9.
  • [14] Nagaraj B, Subha S, Rampriya B. Tuning algorithms for PID controller using soft computing techniques. Interna- tional Journal of Computer Science and Network Security 2008; 8: 278-281.
  • [15] De Andres Toro B, Esteban S, Giron-Sierra J, De la Cruz JM. Modelling the motions of a fast ferry with the help of genetic algorithms. In: IMACS Symposium on Mathematical Modelling; 2{4 February 2000; Vienna, Austria. pp. 783-786.
  • [16] De la Cruz JM, Aranda J, Daz J, Marron A. Identi cation of the vertical plane motion model of a high speed craft by model testing in irregular waves. In: IFAC 1998 Conference of Control Applications in Marine Systems; 27{30 October 1998; Fukuoka, Japan. pp. 277-282.
  • [17] Esteban S, Giron-Sierra JM, De Andres-Toro B, De la Cruz JM, Riola J. Fast ships models for seakeeping improvement studies using aps and T-foil. Math Comput Model 2005; 41: 1-24.
  • [18] Fossen TI. Guidance and Control of Ocean Vehicles. New York, NY, USA: John Wiley & Sons, 1994.
  • [19] O'Hanlon JF, MacCawley ME. Motion sickness incidence as a function of frequency and acceleration of vertical sinusoidal motion. J Sound Vib 1975; 41: 521.
  • [20] Fliess M, Join C. Model-free control. Int J Control 2013; 86: 2228-2252.
  • [21] Aranda J, Daz J, Ruiperez P, Rueda T, Lopez E. Decreasing of the motion sickness incidence by a multivariable classic control for a high speed ferry. In: IFAC 2001 International Conference of Control Applications in Marine Systems CAMS; 2001; Glasgow, UK.
Turkish Journal of Electrical Engineering and Computer Sciences-Cover
  • ISSN: 1300-0632
  • Yayın Aralığı: Yılda 6 Sayı
  • Yayıncı: TÜBİTAK