Optimization of composite ring stiffened cylindrical hulls for unmanned underwater vehicles using multi-island genetic algorithm
Authors:
- 21 March 2018
- journal article
- research article
- Published by SAGE Publications in Journal of Reinforced Plastics and Composites
- Vol. 37 (10) , 668-684
Abstract
The usage of composite material helps reducing structure’s weight in many conditions. In this paper, The Composite Ring Stiffened Cylindrical Hulls used by Unmanned Underwater Vehicles is optimized in various depths. The optimization aims to reducing the weight of the composite ring stiffened cylindrical hulls. Two candidate composite materials, T700/Epoxy and B(4)5505/Epoxy, are chosen to form the outer shell and stiffeners. Number and shape of the stiffeners, ply angles, and the number of the plies are considered. The Multi-Island Genetic Algorithm (MIGA) is performed in MATLAB and a new two-step method is proposed in crossover operations. ANSYS parametric design language is integrated in optimization procedure to ensure the acceptance of the optimal result. The results reveal that the proposed two-step method for multi-island genetic algorithm is efficiency and robust in reducing the weight of the composite ring stiffened cylindrical hulls. The weight for optimized composite ring stiffened cylindrical hulls with T700/Epoxy shells and B(4)5505/Epoxy stiffeners is 10.5% lighter than that with single composite material when the operating depth is 200 m.Keywords
Funding Information
- National Natural Science Foundation of China (11502210)
This publication has 17 references indexed in Scilit:
- Numerical investigation into the buckling behavior of advanced grid stiffened composite cylindrical shellJournal of Reinforced Plastics and Composites, 2014
- Surrogate-based optimization of stiffened shells including load-carrying capacity and imperfection sensitivityThin-Walled Structures, 2013
- Damage-tolerant design optimization of laminated composite structures using dispersion of ply angles by genetic algorithmJournal of Reinforced Plastics and Composites, 2012
- Buckling of filament-wound composite cylinders subjected to hydrostatic pressure for underwater vehicle applicationsComposite Structures, 2010
- Postbuckling of composite cylinders under external hydrostatic pressureComposite Structures, 2008
- Optimum design of filament-wound multilayer-sandwich submersible pressure hullsOcean Engineering, 2003
- Global optimum design of externally pressurized isogrid stiffened cylindrical shells with added T-ringsInternational Journal of Non-Linear Mechanics, 2002
- Stacking sequence design of composite laminates for maximum strength using genetic algorithmsComposite Structures, 2001
- A general approach forcing convexity of ply angle optimization in composite laminatesStructural and Multidisciplinary Optimization, 1998
- Stacking-sequence optimization for buckling of laminated plates by integer programmingAIAA Journal, 1992