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퍼지게인 스케쥴링 PID 제어이론을 이용한 동적 위치 유지 제어기법에 관한 연구

A Study on the Dynamic Positioning Control Algorithm Using Fuzzy Gain Scheduling PID Control Theory

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참고문헌

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주제분류조선공학

초록

Many studies on dynamic positioning control algorithms using fixed feedback gains have been carried out to improve station keeping performance of dynamically positioned vessels. However, the control algorithms have disadvantages in that it can not cope with changes in environmental disturbances and response characteristics of vessels motion in real time. In this paper, the Fuzzy Gain Scheduling - PID(FGS - PID) control algorithm that can tune PID gains in real time was proposed. The FGS - PID controller that consists of fuzzy system and a PID controller uses weighted values of PID gains from fuzzy system and fixed PID gains from Ziegler - Nichols method to tune final PID gains in real time. Firstly, FGS - PID controller, control allocation algorithm, FPSO and environmental disturbances were modeled using Matlab/Simulink to evaluate station keeping performance of the proposed control algorithm. In addition, simulations that keep positions and a heading angle of vessel with wind, wave, current disturbances were carried out. From simulation results, the FGS - PID controller was confirmed to have better performances of keeping positions and a heading angle and consuming power than those of the PID controller. As a consequence, the proposed FGS - PID controller in this paper was validated to have more effectiveness to keep position and heading angle than that of PID controller.

Abstract

Many studies on dynamic positioning control algorithms using fixed feedback gains have been carried out to improve station keeping performance of dynamically positioned vessels. However, the control algorithms have disadvantages in that it can not cope with changes in environmental disturbances and response characteristics of vessels motion in real time. In this paper, the Fuzzy Gain Scheduling - PID(FGS - PID) control algorithm that can tune PID gains in real time was proposed. The FGS - PID controller that consists of fuzzy system and a PID controller uses weighted values of PID gains from fuzzy system and fixed PID gains from Ziegler - Nichols method to tune final PID gains in real time. Firstly, FGS - PID controller, control allocation algorithm, FPSO and environmental disturbances were modeled using Matlab/Simulink to evaluate station keeping performance of the proposed control algorithm. In addition, simulations that keep positions and a heading angle of vessel with wind, wave, current disturbances were carried out. From simulation results, the FGS - PID controller was confirmed to have better performances of keeping positions and a heading angle and consuming power than those of the PID controller. As a consequence, the proposed FGS - PID controller in this paper was validated to have more effectiveness to keep position and heading angle than that of PID controller.

참고문헌 (16)

  1. Anthony S.M, "Rule-based autotuning based on frequency domain identification", IEEE Transactions on Control Systems Technology, 6(1), pp.43~61 (1998)
  2. Blendermann, W., "Parameter identification of wind loads on ships", Journal of the Wind Engineering and Industrial Aerodynamics, 51, pp.339~351 (1994), JWEIA
  3. Lee, D.Y, "An experimental method of model installed dynamic positioning system for drillship", Journal of the Society of Naval Architecture of Korea, 38(2), pp.33~43 (2001)
  4. 이동연, "자기위치 유지시스템 제어기의 설계변수에 관한 연구", 대한조선학회 논문집, 40(1), pp.2~19 (2003), 대한조선학회
  5. Fossen, T.I., "Nonlinear passive weather optimal positioning control(WOPC)system for ships and rigs : experimental results", Journal of the Automatica, 37(5), pp.701~715 (2001)
  6. Jinghua, Z., "PID controller tuning: A short tutorial", pp.2006
  7. Kevin, M.P., "Fuzzy control" (1998), addison – Wesley Longman, Inc
  8. Lindegaard, K. -P. W., "Acceleration feedback in dynamic positioning systems", Ph.D, pp.2003
  9. Nguyen, T. D., "Design of hybrid marine control systems for dynamic positioning", Department of Civil Engineering, pp.2006
  10. Nguyen, T.D, "Design of hybrid controller for dynamic positioning from calm to extreme sea conditions", Journal of the Automatica, 43(5), pp.768~785 (2007)
  11. Nguyen, T.D., "Multi-operational controller structure for station keeping and transit operations of marine vessels", Journal of the IEEE Transactions on Control Systems Technology, 16(3), pp.491~498 (2008)
  12. Nguyen, D.T., "Switching control for thruster-assisted position mooring", Journal of the Control Engineering Practice, 17(9), pp.985~994 (2009)
  13. Sørensen, A.J, "Dynamic positioning of ships and floaters in extreme seas", Proceedings of the Marine Technology Society and The Institute of Electrical and Electronics Engineers Oceans 2002, pp.1849~1854 (2002)
  14. Sørensen, A.J., "Improved operability and safety of DP vessels using hybrid control concept", Proceeding of the International conference on technology & operation of offshore support vessels (OSV 2005), pp.20~21 (2005)
  15. Thor, I. Fossen, "Handbook of marine craft hydrodynamics and motion control" (2011), Wiley & Sons
  16. Zhao, Z. Y., "Fuzzy gain scheduling of PID controllers", Journal of the Institute of Electrical and Electronics Engineers Transaction on Systems, Man and Cybertics, 23(5), pp.1392~1398 (1993)

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