6533b85dfe1ef96bd12be8b1
RESEARCH PRODUCT
Damage identification by Lévy ant colony optimization
Antonina PirrottaGiuseppe Fileccia ScimemiEleonora Riva SanseverinoGiulio Cottonesubject
business.industryComputer sciencedamage identification optimization levy acorAnt colony optimization algorithmsIdentification (biology)Pattern recognitionArtificial intelligenceSettore ICAR/08 - Scienza Delle Costruzionibusinessdescription
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.
| year | journal | country | edition | language |
|---|---|---|---|---|
| 2010-07-28 |