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Experimental nonlinear damage detection in uncertain nonlinear systems

Grant number: 17/24977-4
Support Opportunities:Scholarships abroad - Research Internship - Doctorate (Direct)
Start date: August 01, 2018
End date: July 31, 2019
Field of knowledge:Engineering - Mechanical Engineering - Mechanics of Solids
Principal Investigator:Samuel da Silva
Grantee:Luis Gustavo Giacon Villani
Supervisor: Michael Douglas Todd
Host Institution: Faculdade de Engenharia (FEIS). Universidade Estadual Paulista (UNESP). Campus de Ilha Solteira. Ilha Solteira , SP, Brazil
Institution abroad: University of California, San Diego (UC San Diego), United States  
Associated to the scholarship:15/25676-2 - Robust damage detection in uncertain nonlinear systems, BP.DD

Abstract

The stochastic version of discrete-time Volterra series, identified based on input/output signals, can be used as mechanical-mathematical model in damage detection procedure, considering initially nonlinear systems with uncertainties. The procedure has presented interesting results using simulated data and Monte Carlo simulations. However, the experimental application of the approach is essential to study its performance. This proposal aim the accomplishment of damage detection in structures vibrating in nonlinear regime of motion, even in reference condition, considering the presence of uncertainties and experimental data. The experiments should be performed in the research internship in an initially nonlinear beam subject to crack propagation (nonlinear damage), considering the possible data variation. (AU)

News published in Agência FAPESP Newsletter about the scholarship:
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VEICULO: TITULO (DATA)
VEICULO: TITULO (DATA)

Scientific publications
(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)
VILLANI, LUIS G. G.; DA SILVA, SAMUEL; CUNHA JR, AMERICO; TODD, MICHAEL D.. Damage detection in an uncertain nonlinear beam based on stochastic Volterra series: An experimental application. MECHANICAL SYSTEMS AND SIGNAL PROCESSING, v. 128, p. 463-478, . (15/25676-2, 17/15512-8, 12/09135-3, 17/24977-4)
TELOLI, RAFAEL DE OLIVEIRA; VILLANI, LUIS G. G.; DA SILVA, SAMUEL; TODD, MICHAEL D.. On the use of the GP-NARX model for predicting hysteresis effects of bolted joint structures. MECHANICAL SYSTEMS AND SIGNAL PROCESSING, v. 159, p. 20-pg., . (19/19684-3, 16/21973-5, 15/25676-2, 17/24977-4)