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Stacking sequence optimisation of variable stiffness laminates with manufacturing constraints
The fibre paths of variable stiffness laminates are described through the fibre angles at the nodes of a finite element (FE) representation of the structure. An algorithm is presented to optimise the fibre angles efficiently. To reduce the number of required FE analyses a multi-level approach is use...
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Published in: | Composite structures 2015-07, Vol.125, p.596-604 |
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Main Authors: | , , |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites Items that cite this one |
Online Access: | Get full text |
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Summary: | The fibre paths of variable stiffness laminates are described through the fibre angles at the nodes of a finite element (FE) representation of the structure. An algorithm is presented to optimise the fibre angles efficiently. To reduce the number of required FE analyses a multi-level approach is used: the exact solution is first approximated in laminate stiffness space. The second level approximation is a Gauss–Newton quadratic approximation in fibre angle space. To ensure manufacturability, a steering constraint is introduced: the norm of the gradient of the fibre angle distribution is constrained. Two formulations are proposed: either the average steering is constrained; or the local element-wise steering is constrained. The resulting quadratically constrained quadratic optimisation problem is solved using an interior-point method. It is shown that the local steering constraint performs best, at the cost of increasing the size of the problem. |
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ISSN: | 0263-8223 1879-1085 |
DOI: | 10.1016/j.compstruct.2015.02.044 |