2003
DOI: 10.6089/jscm.29.98
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Stacking Sequence Optimizations for Composite Laminates with Fractal Branch and Bound Method-Application for Supersonic Panel Flutter Problem with Buckling Load Condition-

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Cited by 8 publications
(11 citation statements)
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“…In the present study, the variables used are the lamination parameters V Ã i and W Ã i (i = 1, 2, 3), and the response y is the objective function that to be optimized, such as buckling load. Our previous study shows that the entire design domain with lamination parameters can be approximated using a quadratic polynomial [11][12][13][14][15][16]. Here also, we adopt a quadratic polynomial for the function of response surface of any problems concerning about composite stiffness.…”
Section: Property Valuementioning
confidence: 98%
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“…In the present study, the variables used are the lamination parameters V Ã i and W Ã i (i = 1, 2, 3), and the response y is the objective function that to be optimized, such as buckling load. Our previous study shows that the entire design domain with lamination parameters can be approximated using a quadratic polynomial [11][12][13][14][15][16]. Here also, we adopt a quadratic polynomial for the function of response surface of any problems concerning about composite stiffness.…”
Section: Property Valuementioning
confidence: 98%
“…Since this method is one such branch and bound approach, tuning of the parameters is not required. This method has been successfully applied to the problem of establishing the maximization of the buckling load of a laminate [11,12], and for determining the maximization of the flutter limit [13,14] with constraints. The FBB method has also been applied to unsymmetrical laminates, such as composite cylinders [15].…”
Section: Introductionmentioning
confidence: 98%
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“…The method involves low computational costs, and a practical optimal result can be obtained in milliseconds, by means of a deterministic process. This method has been successfully applied to the problem of establishing the maximization of the buckling load of a laminate [17,18], and for determining the maximization of the flutter speed limit [19] with constraints.…”
Section: Introductionmentioning
confidence: 99%
“…Since the 1990s, different design systems which aim to overcome these limitations have been proposed. These proposals have involved approaches ranging from traditional techniques such as classical nonlinear optimization procedures combined with finite element modelling [4,5], through generic task methods and case-based reasoning [6], to modern artificial intelligence techniques [7][8][9][10][11][12][13][14][15][16].…”
Section: Introductionmentioning
confidence: 99%