4.4 Article

Optimal sensor positioning for impact localization in smart composite panels

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Publisher

SAGE PUBLICATIONS LTD
DOI: 10.1177/1045389X12464280

Keywords

Neural network; smart structure; genetic optimisation; probabilistic analysis

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Impacts can inflict critical consequences on composite structures; therefore, smart impact monitoring systems can be very helpful. A global optimisation of the piezoelectric sensors position for impact location identification is investigated in this article. The artificial neural networks and probabilistic analysis approach are used to define the objective function. Genetic algorithms are adopted to search for the optimal location of the sensors. The improved crossover and mutation functions are designed. The procedure is applied to a full-scale stiffened composite aircraft panel.

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