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Civil-Comp Proceedings
ISSN 1759-3433 CCP: 67
COMPUTATIONAL TECHNIQUES FOR MATERIALS, COMPOSITES AND COMPOSITE STRUCTURES Edited by: B.H.V. Topping
Paper VI.1
Composite Structures Optimization using Sequential Convex Programming M. Bruyneel and C. Fleury
Aerospace Laboratory, University of Liège, Liège, Belgium M. Bruyneel, C. Fleury, "Composite Structures Optimization using Sequential Convex Programming", in B.H.V. Topping, (Editor), "Computational Techniques for Materials, Composites and Composite Structures", Civil-Comp Press, Edinburgh, UK, pp 243-254, 2000. doi:10.4203/ccp.67.6.1
Abstract
The design of composite structures is considered here. The
approximation concepts approach is used to solve the
optimisation problem. The convex approximations of the
MMA family are briefly described. Modifications of these
approximations are presented. They are based on gradient
information at two successive iterations, avoiding the use of
the expensive second order derivatives. A two points fitting
scheme is also described, where the function value at the
preceding design point is used to improve the approximation.
Numerical examples compare these schemes to the existing
ones for the selection of optimal fibres orientations in
laminates. It is shown how these two points based
approximations are well adapted to the problem and can
improve the optimisation task, leading to reasonable
computational efforts. A procedure is also derived for
considering simultaneously monotonous and non
monotonous structural behaviours. The resulting generalised
approximation scheme is well suited for the optimisation of
composite structures when both plies thickness and fibres
orientations are considered as design variables. All the
studied approximations are convex and separable: the
optimisation problem can then be solved using a dual
approach.
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