Title :
Trawl-door shape optimization with 3D CFD models and local surrogates
Author :
Hermannsson, Elvar ; Leifsson, Leifur ; Koziel, Slawomir ; Kurgan, Piotr ; Bekasiewicz, Adrian
Author_Institution :
KTH Royal Institute of Technology, School of Engineering Sciences, Stockholm, Sweden
Abstract :
Design and optimization of trawl-doors are key factors in minimizing the fuel consumption of fishing vessels. This paper discusses optimization of the trawl-door shapes using high-fidelity 3D computational fluid dynamic (CFD) models. The accurate 3D CFD models are computationally expensive and, therefore, the direct use of traditional optimization algorithms, which often require a large number of evaluations, may be prohibitive. The design approach presented here is a variation of sequential approximate optimization exploiting low-order local response surface models of the expensive 3D CFD simulations. The algorithm is applied to the design of modern and airfoil-shaped trawl-doors.
Keywords :
Atmospheric modeling; Computational fluid dynamics; Computational modeling; Convergence; Data models; Solid modeling; Three-dimensional displays; 3D CFD; Hydrodynamics; Shape Optimization; Ship Fuel Efficiency; Trawl-Door;
Conference_Titel :
Simulation and Modeling Methodologies, Technologies and Applications (SIMULTECH), 2014 International Conference on