Busca avançada
Ano de início
Entree


Damage detection in an uncertain nonlinear beam

Texto completo
Autor(es):
Giacon Villani, Luis Gustavo ; da Silva, Samuel ; Cunha, Americo, Jr. ; Vestroni, F ; Romeo, F ; Gattulli, V
Número total de Autores: 6
Tipo de documento: Artigo Científico
Fonte: X INTERNATIONAL CONFERENCE ON STRUCTURAL DYNAMICS (EURODYN 2017); v. 199, p. 6-pg., 2017-01-01.
Resumo

The present paper proposes the use of discrete time Volterra series expanded with Kautz filters for predicting the experimental response of a nonlinear beam, taking into account uncertainties that are inherent to the system. Nonlinear behavior is simulated considering large amplitude of vibration in a clamped-free beam, with a magnet near the free end to cause cubic stiffness effect. The Volterra kernels and Kautz functions are estimated in a stochastic way, where the limits of confidence are established to the system response and used as a reference model to detect damage. The detection approach is based on a nonlinear stochastic index and hypothesis test, considering different levels of simulated damage, associated with loss of mass. The results have shown that considering the uncertainties when identifying the model is very important in the process of damage detection and the nonlinear metric proved to be more appropriated to describe the system response with better results mainly in the nonlinear regime of motion. (C) 2017 The Authors. Published by Elsevier Ltd. (AU)

Processo FAPESP: 12/09135-3 - Monitoramento da integridade estrutural em sistemas mecânicos não-lineares usando modelos de Volterra
Beneficiário:Samuel da Silva
Modalidade de apoio: Auxílio à Pesquisa - Jovens Pesquisadores
Processo FAPESP: 15/25676-2 - Detecção robusta de danos em sistemas não lineares incertos
Beneficiário:Luis Gustavo Giacon Villani
Modalidade de apoio: Bolsas no Brasil - Doutorado Direto
Processo FAPESP: 14/02971-6 - Aplicação de séries de Volterra em modelos não lineares variantes no tempo
Beneficiário:Rafael de Oliveira Teloli
Modalidade de apoio: Bolsas no Brasil - Iniciação Científica