This paper deals with the identification of incipient damage in structural elements by non-destructive test based on experimentally measured structural dynamical response. By applycation of the Hilbert transform to the recorded signal the so-called phase of the analytical signal is recovered and a proper functional is constructed in such a way that its global minimum gives a measure of the damage level, meant as stiffness reduction. Minimization is achieved by applying a modified Ant Colony Optimization (ACO) for continuous variables, inspired by the ants’ forageing behavior. The modification consists in the application of a new perturbation operator, based on alpha stable Lévy distribution. Numerical application to three degrees of freedom system is proposed to show the method and test the performance.
Cottone, G., Pirrotta, A., Fileccia Scimemi, G., Riva Sanseverino, E. (2010). Damage identification by Lévy ant colony optimization. In D. Straub (a cura di), Reliability and Optimization of Structural Systems (pp. 37-44). Taylor& Francis Group, London.
Damage identification by Lévy ant colony optimization
COTTONE, Giulio;PIRROTTA, Antonina;FILECCIA SCIMEMI, Giuseppe;RIVA SANSEVERINO, Eleonora
2010-01-01
Abstract
This paper deals with the identification of incipient damage in structural elements by non-destructive test based on experimentally measured structural dynamical response. By applycation of the Hilbert transform to the recorded signal the so-called phase of the analytical signal is recovered and a proper functional is constructed in such a way that its global minimum gives a measure of the damage level, meant as stiffness reduction. Minimization is achieved by applying a modified Ant Colony Optimization (ACO) for continuous variables, inspired by the ants’ forageing behavior. The modification consists in the application of a new perturbation operator, based on alpha stable Lévy distribution. Numerical application to three degrees of freedom system is proposed to show the method and test the performance.File | Dimensione | Formato | |
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