Applications of model identification of guided wave propagation in composite structures for damage prognosis

• Grant number: 17/15512-8
• Support Opportunities: Scholarships abroad - Research
• Start date: January 21, 2019
• End date: January 20, 2020
• Field of knowledge: Engineering - Mechanical Engineering - Mechanics of Solids
• Principal Investigator: Samuel da Silva
• Grantee: Samuel da Silva
• Host Investigator: Nazih Mechbal
• Host Institution: Faculdade de Engenharia (FEIS). Universidade Estadual Paulista (UNESP). Campus de Ilha Solteira. Ilha Solteira , SP, Brazil
• Institution abroad: Ecole Nationale Supérieure d'Arts et Métiers, France

Abstract

This work intends to develop and test a new approach to perform damage detection and prognosis in composite structures with piezoelectric elements bonded based on probabilistic extrapolation of the coefficients of linear and/or nonlinear autoregressive models identified by using guided waves and non-resonant Lamb wave. (AU)

Scientific publications

(10)

(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)

YANO, MARCUS OMORI; VILLANI, LUIS G. G.; DA SILVA, SAMUEL; FIGUEIREDO, ELOI. Autoregressive model extrapolation using cubic splines for damage progression analysis. Journal of the Brazilian Society of Mechanical Sciences and Engineering, v. 43, n. 1, JAN 2 2021. (15/25676-2, 17/15512-8, 19/19684-3)

REZENDE CANO, WAGNER FRANCISCO; DA SILVA, SAMUEL. Fuzzy clustering and AR models for damage detection in CFRP coupons considering loading effect. Journal of the Brazilian Society of Mechanical Sciences and Engineering, v. 42, n. 5, APR 18 2020. (17/15512-8)

MIGUEL, LUCCAS PEREIRA; TELOLI, RAFAEL DE OLIVEIRA; DA SILVA, SAMUEL. Some practical regards on the application of the harmonic balance method for hysteresis models. MECHANICAL SYSTEMS AND SIGNAL PROCESSING, v. 143, SEP 2020. (18/14528-0, 17/15512-8, 16/21973-5)

TELOLI, RAFAEL DE O.; DA SILVA, SAMUEL; RITTO, THIAGO G.; CHEVALLIER, GAEL. Bayesian model identification of higher-order frequency response functions for structures assembled by bolted joints. MECHANICAL SYSTEMS AND SIGNAL PROCESSING, v. 151, APR 2021. (19/06540-3, 19/19684-3, 16/21973-5, 17/15512-8)

DA SILVA, SAMUEL; VILLANI, LUIS G. G.; REBILLAT, MARC; MECHBAL, NAZIH. Gaussian Process NARX Model for Damage Detection in Composite Aircraft Structures. JOURNAL OF NONDESTRUCTIVE EVALUATION, DIAGNOSTICS AND PROGNOSTICS OF ENGINEERING SYSTEMS, v. 5, n. 1, p. 8-pg., 2022-02-01. (17/15512-8, 19/19684-3, 15/25676-2)

PAVLACK, BRUNA; PAIXAO, JESSE; DA SILVA, SAMUEL; CUNHA, JR., AMERICO; GARCIA CAVA, DAVID. olynomial Chaos-Kriging metamodel for quantification of the debonding area in large wind turbine blade. STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL, v. 21, n. 2, MAY 2021. (17/15512-8, 18/15671-1, 19/19684-3, 19/11755-9)

PAIXAO, JESSE; DA SILVA, SAMUEL; FIGUEIREDO, ELOI; RADU, LUCIAN; PARK, GYUHAE. Delamination area quantification in composite structures using Gaussian process regression and auto-regressive models. JOURNAL OF VIBRATION AND CONTROL, v. 27, n. 23-24, OCT 2020. (18/15671-1, 19/19684-3, 17/15512-8, 19/11755-9)

TELOLI, RAFAEL DE O.; DA SILVA, SAMUEL. A new way for harmonic probing of hysteretic systems through nonlinear smooth operators. MECHANICAL SYSTEMS AND SIGNAL PROCESSING, v. 121, p. 856-875, APR 15 2019. (17/15512-8, 16/21973-5)

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, AUG 1 2019. (15/25676-2, 17/15512-8, 12/09135-3, 17/24977-4)

MIGUEL, LUCCAS PEREIRA; TELOLI, RAFAEL DE OLIVEIRA; DA SILVA, SAMUEL. Bayesian model identification through harmonic balance method for hysteresis prediction in bolted joints. NONLINEAR DYNAMICS, v. 107, n. 1, NOV 2021. (19/19684-3, 16/21973-5, 20/07449-7, 17/15512-8)