The influence of delamination parameters on the wavelet based damage index in CFRP structures

被引:10
作者
Oliver, Guilherme Antonio [1 ]
Junho Pereira, Joao Luiz [1 ]
Francisco, Matheus Brendon [1 ]
Gomes, Guilherme Ferreira [1 ]
机构
[1] Fed Univ Itajub, Mech Engn Inst, BR-37500903 Itajuba, Brazil
关键词
Damage identification; structural health monitoring; ANOVA; response surface method; wavelet transform; CRACK IDENTIFICATION; TRANSFORM;
D O I
10.1080/15376494.2022.2028204
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This study performs a substantial statistical analysis on the effects of damage characteristics, such as position and severity, on a specific damage metric composed of coefficients obtained from the discrete wavelet transform. The results of the analysis serve as the basis for developing more sophisticated and optimized damage-identifying methods in structural health monitoring. For the methodological procedure, a carbon fiber reinforced polymer beam was numerically modeled using the finite element method where the damage was induced considering a local reduction of stiffness in different positions and levels of severity. The numerical methodology was validated with modal experimental tests. Results obtained through analysis of variance and design of experiments indicated the sensitivity of each factor and the response surface provided the best combination of factors for each response. Knowing the sensitivity and interaction of these parameters is essential for the correct formulation of damage indexes or other techniques in damage identification. The results obtained in this paper can be used as a guideline for engineers when developing new wavelet transform-based strategies for structural health monitoring.
引用
收藏
页码:1117 / 1127
页数:11
相关论文
共 30 条
[1]   Application of two-dimensional wavelet transform to detect damage in steel plate structures [J].
Abdulkareem, Muyideen ;
Bakhary, Norhisham ;
Vafaei, Mohammadreza ;
Noor, Norhazilan Md ;
Mohamed, Roslli Noor .
MEASUREMENT, 2019, 146 :912-923
[2]   Damage identification in plate using wavelet transform and artificial neural network [J].
Abdulkareem, Muyideen ;
Ganiyu, Abideen ;
Abd Majid, Muhd Z. .
10TH ASIA PACIFIC STRUCTURAL ENGINEERING AND CONSTRUCTION CONFERENCE 2018, 2019, 513
[3]  
Addison P.S., 2017, The illustrated wavelet transform handbook: introductory theory and applications in science, engineering, medicine and finance
[4]   Vibration-Based Damage Identification Using Wavelet Transform and a Numerical Model of Shearography [J].
Araujo dos Santos, J., V ;
Katunin, A. ;
Lopes, H. .
INTERNATIONAL JOURNAL OF STRUCTURAL STABILITY AND DYNAMICS, 2019, 19 (04)
[5]   Crack identification in laminated composites based on modal responses using metaheuristics, artificial neural networks and response surface method: a comparative study [J].
de Assis, Felipe Mouallem ;
Gomes, Guilherme Ferreira .
ARCHIVE OF APPLIED MECHANICS, 2021, 91 (10) :4389-4408
[6]   Non-modal vibration-based methods for bridge damage identification [J].
Delgadillo, Rick M. ;
Casas, Joan R. .
STRUCTURE AND INFRASTRUCTURE ENGINEERING, 2020, 16 (04) :676-697
[7]   An estimate of the location of multiple delaminations on aeronautical CFRP plates using modal data inverse problem [J].
Gomes, Guilherme Ferreira ;
de Almeida, Fabricio Alves ;
da Cunha, Sebastiao Simoes, Jr. ;
Ancelotti, Antonio Carlos, Jr. .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2018, 99 (5-8) :1155-1174
[8]   A numerical-experimental study for structural damage detection in CFRP plates using remote vibration measurements [J].
Gomes, Guilherme Ferreira ;
Diaz Mendez, Yohan Ali ;
da Cunha, Sebastiao Simoes, Jr. ;
Ancelotti, Antonio Carlos, Jr. .
JOURNAL OF CIVIL STRUCTURAL HEALTH MONITORING, 2018, 8 (01) :33-47
[9]   Shared Excitation Based Nonlinear Ultrasound and Vibrothermography Testing for CFRP Barely Visible Impact Damage Inspection [J].
He, Yunze ;
Chen, Sheng ;
Zhou, Deqiang ;
Huang, Shoudao ;
Wang, Pan .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2018, 14 (12) :5575-5584
[10]   Wavelet transform based damage detection in a plate structure [J].
Janeliukstis, Rims ;
Rucevskis, Sandris ;
Akishin, Pavel ;
Chate, Andris .
WORLD MULTIDISCIPLINARY CIVIL ENGINEERING-ARCHITECTURE-URBAN PLANNING SYMPOSIUM 2016, WMCAUS 2016, 2016, 161 :127-132