Control of ship roll motion by active fins using fuzzy logic

Abstract Fuzzy logic controller to reduce the roll motions of a ship using active fins is discussed in this article. Roll minimization is a requisite for various operations in the sea. Fin action provides enhanced state of stabilization especially when the vessel is performing a fast manoeuvring amidst rough environmental disturbances. The fins, in turn, are activated by electro-hydraulic mechanism based on the in-built intelligence as per suitable control theories. In this article, the fin pairs are activated using fuzzy logic control algorithm. The design of fuzzy controller is simple and need not require complicated mathematical procedures. A frigate-type warship is considered for the demonstration purpose. The control output is the fin angle. Non-linear roll motions are controlled using active fins. Fins lift characteristics in hydrodynamic flow were studied using CFD package Fluent. Input variable fuzzification, fuzzy membership functions and output set de-fuzzification are discussed in the article. A fairly good amount of reduction in roll amplitude is achieved through various simulations in random sea. The approach can be used for irregular sea conditions.

[1]  Sung-Pill Kim,et al.  Studies on an algorithm to control the roll motion using active fins , 2007 .

[2]  Zoran Vukic,et al.  Fuzzy Autopilot for Ships Experiencing Shallow Water Effect in Manoeuvering , 1997 .

[3]  Yoshiho Ikeda,et al.  Prediction methods of roll damping of ships and their application to determine optimum stabilization devices , 2004 .

[4]  M. Taylan Solution of the nonlinear roll model by a generalized asymptotic method , 1999 .

[5]  Anil Date,et al.  Introduction to Computational Fluid Dynamics , 2023, essentials.

[6]  Seung-Keon Lee,et al.  Non-linear roll dynamics of a Ro-Ro ship in waves , 2005 .

[7]  Ho-Hwan Chun,et al.  Effect of free surface and strut on fins attached to a strut , 2001 .

[8]  Tzung-hang Lee,et al.  The Applications of a Time-Domain Fuzzy Logic Controller for Dynamic Positioning of Floating Structures , 2002 .

[9]  Tristan Perez,et al.  Ship Motion Control: Course Keeping and Roll Stabilisation Using Rudder and Fins , 2005 .

[10]  N Rakhmanin,et al.  PREDICTION OF MOTION OF SHIPS WITH FLOODED COMPARTMENTS IN A SEAWAY , 1994 .

[11]  Seung-Keon Lee,et al.  Roll performance of a small fishing vessel with live fish tank , 2005 .

[12]  J F Dalzell,et al.  A NOTE ON THE FORM OF SHIP ROLL DAMPING , 1976 .

[13]  R. Bhattacharyya Dynamics of Marine Vehicles , 1978 .

[14]  Robert Sutton,et al.  Final experimental results of full scale fin/rudder roll stabilisation sea trials , 1996 .

[15]  S. Surendran,et al.  ROLL DYNAMICS OF A RO-RO SHIP , 2002 .

[16]  J R Paulling,et al.  THE SIMULATION OF SHIP MOTIONS AND CAPSIZING IN SEVERE SEAS , 1989 .

[17]  M. Taylan,et al.  The effect of nonlinear damping and restoring in ship rolling , 2000 .

[18]  Subrata Chakrabarti,et al.  Empirical calculation of roll damping for ships and barges , 2001 .

[19]  Robert Sutton,et al.  Final Experimental Results of Full Scale Fin/Rudder Roll Stabilisation Sea Trials , 1995 .

[20]  R T Schmitke THE INFLUENCE OF DISPLACEMENT, HULL FORM, APPENDAGES, METACENTRIC HEIGHT AND STABILISATION ON FRIGATE ROLLING IN IRREGULAR SEAS , 1980 .

[21]  Dean T. Mook,et al.  Control of Rolling in Ships by Means of Active Fins Governed by a Fuzzy-Logic Controller , 2001 .

[22]  I. Çankaya,et al.  Generalized Harmonic Analysis of Nonlinear Ship Roll Dynamics , 1996 .

[23]  N. N. Rakhmanin,et al.  The influence of liquid cargo dynamics on ship stability , 2000 .

[24]  S. Surendran,et al.  Technical note Studies on the feasibilities of control of ship roll using fins , 2006 .

[25]  J M Journee QUICK STRIP THEORY CALCULATIONS IN SHIP DESIGN , 1992 .

[26]  J. Venkata Ramana Reddy,et al.  Numerical simulation of ship stability for dynamic environment , 2003 .

[27]  Seung-Keon Lee,et al.  Simplified model for predicting the onset of parametric rolling , 2007 .

[28]  Z. Xu,et al.  ESTIMATION OF NONLINEAR DAMPING COEFFICIENTS FROM LARGE-AMPLITUDE SHIP ROLLING MOTIONS , 1995 .

[29]  Metin Taylan Static and dynamic aspects of a capsize phenomenon , 2003 .