Genetic Algorithm Based Design Optimization of a Passive Anti-Roll Tank in a Sea Going Vessel

Abstract This paper presents the development of a numerical optimization tool for the design of a passive U-tube type anti-roll tank (ART) system to mitigate the roll motions of a vessel. A Genetic Algorithm (GA) based optimization scheme has been developed to minimize the objective function, which in the present investigation is chosen to be the area under the roll response transfer function curve. A practical nonlinear time-domain based body-exact strip theory technique is used to solve the fully coupled ART–ship motion problem. In the optimization process, the GA is linked to the fluid solver to approach an optimum ART design. The optimization variables are chosen to be the principal dimensions of the anti-roll tank, which have bearing on the roll reduction characteristics of the vessel. The study is implemented in the case of a coastal research vessel requiring passive stabilization via an ART. The results are validated using laboratory scale models to quantify the tank dynamics and effectiveness in isolation as well as when deployed in the vessel model and subjected to waves. The results demonstrate the validity and efficiency of the entire computational scheme.

[1]  Hassan Bagheri,et al.  Optimizing the Seakeeping Performance of Ship Hull Forms Using Genetic Algorithm , 2014 .

[2]  R. M. Fithen,et al.  A Numerical Study of U-Tube Passive Anti-Rolling Tanks , 1998 .

[3]  J. McCall,et al.  Genetic algorithms for modelling and optimisation , 2005 .

[4]  Jean Perron,et al.  A Constraint-Handling Technique for Genetic Algorithms using a Violation Factor , 2016, J. Comput. Sci..

[5]  Sam Kwong,et al.  Genetic algorithms: concepts and applications [in engineering design] , 1996, IEEE Trans. Ind. Electron..

[6]  Ali F. Alajmi,et al.  Selecting the most efficient genetic algorithm sets in solving unconstrained building optimization problem , 2014 .

[7]  Robert F. Beck,et al.  A time-domain strip theory approach to maneuvering in a seaway , 2015 .

[8]  Christian Holden,et al.  A nonlinear 7-DOF model for U-tanks of arbitrary shape , 2012 .

[9]  Christian Holden,et al.  A Lagrangian approach to nonlinear modeling of anti-roll tanks , 2011 .

[10]  Na Wang,et al.  Parameters optimization of controlled anti-rolling tank based on multi-objective optimal method , 2012, 2012 IEEE International Conference on Automation and Logistics.

[11]  Weilin Luo,et al.  Design Optimization of the Lines of the Bulbous Bow of a Hull Based on Parametric Modeling and Computational Fluid Dynamics Calculation , 2017 .

[12]  Anindya Chatterjee,et al.  CFD aided modelling of anti-rolling tanks towards more accurate ship dynamics , 2014 .

[13]  Alistair Greig,et al.  On the development of ship anti-roll tanks , 2007 .

[14]  Amitava Guha,et al.  Application of multi objective genetic algorithm in ship hull optimization , 2015 .

[15]  Andrea Aprovitola,et al.  An optimization-based procedure for self-generation of Re-entry Vehicles shape , 2017 .

[16]  Yusong Cao,et al.  Three‐dimensional desingularized boundary integral methods for potential problems , 1991 .