Title of article
Automated CFD-based optimization of inverted bow shape of a trimaran ship: An applicable and efficient optimization platform
Author/Authors
Nazemian, A Department of Maritime Engineering - Amirkabir University of Technology - Tehran, Iran , Ghadimi, P Department of Maritime Engineering - Amirkabir University of Technology - Tehran, Iran
Pages
18
From page
2751
To page
2768
Abstract
This paper investigates the improvement of the bow region of the trimaran ship hull, and proposes a Computational Fluid Dynamics (CFD)-based automated method
to reduce total resistance. The main objectives pursued in the present study include:
1) to create and develop a useful optimization platform to modify the ship hull and
2) to investigate the effect of different inverted bow on the hydrodynamic performance
of trimaran ship. A wave-piercing bow trimaran hull was taken as the baseline design.
The ship bow has been redesigned using Arbitrary Shape Deformation (ASD) technique,
which denes the input variables for the optimization process. The objective function
was the drag force, and this study is conducted at cruise speed. To accomplish this
task, two optimization methods were sequentially applied. A Latin Hypercube Sampling
tool distributes design points and an Radial Basis Function (RBF)-based surrogate model
is constructed to investigate system behavior. The nal optimum design of Design Of
Experiment (DOE) study was introduced to the direct optimization SHERPA algorithm as
a baseline design. The integration of CFD solver, geometric parameterization and optimizer
tools is managed by the HEEDS MDO software package using a multi-connection method.
The optimization results show that the optimization was successfully carried out and the
resistance was reduced by 10.2%. The comparison between the initial hull and the optimized
hull shows that the proposed optimization platform can be used for ship hull optimization
in industrial application and signicantly reduces the computational time and workload.
Keywords
Trimaran hull , Arbitrary Shape Deformation (ASD) , CFD , Optimization , Total resistance , Surrogated model
Journal title
Scientia Iranica(Transactions B:Mechanical Engineering)
Serial Year
2021
Record number
2683132
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