Damage Classification of a Bolted Connection using Guided Waves and Explainable Artificial Intelligence

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Published inProcedia Structural Integrity Vol. 52; pp. 224 - 233
Main Authors Hu, Muping, Yue, Nan, Groves, Roger M.
Format Journal Article
LanguageEnglish
Published 2024
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Author Yue, Nan
Groves, Roger M.
Hu, Muping
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10.1016/j.ymssp.2021.108054
10.1016/j.measurement.2018.03.026
10.1016/j.ces.2021.117373
10.1016/j.ymssp.2021.107955
10.1016/j.compscitech.2008.09.037
10.1016/j.jobe.2023.106326
10.1016/j.jsv.2016.10.043
10.1007/s11263-019-01228-7
10.1016/j.conbuildmat.2022.128648
10.1016/j.istruc.2023.03.060
10.1109/TIE.2016.2582729
10.1177/1045389X17705217
10.4028/www.scientific.net/KEM.713.199
10.1016/j.measurement.2022.112277
10.1016/j.istruc.2023.03.011
10.1177/1475921718806141
10.1016/j.ymssp.2021.108153
10.1111/mice.12517
10.1016/j.ymssp.2022.109068
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References Zhuang (10.1016/j.prostr.2023.12.023_bib0028) 2018; 17
Cristiani (10.1016/j.prostr.2023.12.023_bib0006) 2022
Fierro (10.1016/j.prostr.2023.12.023_bib0009) 2018; 17
Wang (10.1016/j.prostr.2023.12.023_bib0024) 2022; 174
Pan (10.1016/j.prostr.2023.12.023_bib0016) 2023; 70
Yeager (10.1016/j.prostr.2023.12.023_bib0025) 2018; 29
Bhakte (10.1016/j.prostr.2023.12.023_bib0005) 2022; 250
Thoppul (10.1016/j.prostr.2023.12.023_bib0021) 2009; 69
Ewald (10.1016/j.prostr.2023.12.023_bib0008) 2022; 165
Azimi (10.1016/j.prostr.2023.12.023_bib0003) 2020; 35
Qin (10.1016/j.prostr.2023.12.023_bib0017) 2022; 162
Yue (10.1016/j.prostr.2023.12.023_bib0026) 2016
Tang (10.1016/j.prostr.2023.12.023_bib0020) 2023; 206
Kiranyaz (10.1016/j.prostr.2023.12.023_bib0012) 2021
Tola (10.1016/j.prostr.2023.12.023_bib0022) 2020
Meister (10.1016/j.prostr.2023.12.023_bib0014) 2021
Dang (10.1016/j.prostr.2023.12.023_bib0007) 2023; 51
Hamishebahar (10.1016/j.prostr.2023.12.023_bib0010) 2022
Al-Bashiti (10.1016/j.prostr.2023.12.023_bib0002) 2022; 348
Ince (10.1016/j.prostr.2023.12.023_bib0011) 2016; 63
Abdeljaber (10.1016/j.prostr.2023.12.023_bib0001) 2017; 388
Selvaraju (10.1016/j.prostr.2023.12.023_bib0019) 2019; 128
Zhang (10.1016/j.prostr.2023.12.023_bib0027) 2023; 51
Ma (10.1016/j.prostr.2023.12.023_bib0013) 2021; 235
Nokhbatolfoghahai (10.1016/j.prostr.2023.12.023_bib0015) 2022
Ren (10.1016/j.prostr.2023.12.023_bib0018) 2018; 122
Wang (10.1016/j.prostr.2023.12.023_bib0023) 2021; 161
Bach (10.1016/j.prostr.2023.12.023_bib0004) 2015
References_xml – start-page: 27
  year: 2020
  ident: 10.1016/j.prostr.2023.12.023_bib0022
  article-title: Bolt looseness detection based on ultrasonic wavefield energy analysis using an Nd:YAG pulsed laser scanning system
  publication-title: Structural Control and Health Monitoring
  contributor:
    fullname: Tola
– volume: 17
  start-page: 1031
  year: 2018
  ident: 10.1016/j.prostr.2023.12.023_bib0028
  article-title: Integrity monitoring of adhesively bonded joints via an electromechanical impedance-based approach
  publication-title: Structural Health Monitoring-an International Journal
  doi: 10.1177/1475921717732331
  contributor:
    fullname: Zhuang
– volume: 162
  year: 2022
  ident: 10.1016/j.prostr.2023.12.023_bib0017
  article-title: Full life-cycle monitoring and earlier warning for bolt joint loosening using modified vibro-acoustic modulation
  publication-title: Mechanical Systems and Signal Processing
  doi: 10.1016/j.ymssp.2021.108054
  contributor:
    fullname: Qin
– volume: 122
  start-page: 240
  year: 2018
  ident: 10.1016/j.prostr.2023.12.023_bib0018
  article-title: A smart “shear sensing” bolt based on FBG sensors
  publication-title: Measurement
  doi: 10.1016/j.measurement.2018.03.026
  contributor:
    fullname: Ren
– volume: 250
  year: 2022
  ident: 10.1016/j.prostr.2023.12.023_bib0005
  article-title: An explainable artificial intelligence based approach for interpretation of fault classification results from deep neural networks
  publication-title: Chemical Engineering Science
  doi: 10.1016/j.ces.2021.117373
  contributor:
    fullname: Bhakte
– volume: 161
  year: 2021
  ident: 10.1016/j.prostr.2023.12.023_bib0023
  article-title: A novel percussion-based method for multi-bolt looseness detection using one-dimensional memory augmented convolutional long short-term memory networks
  publication-title: Mechanical Systems and Signal Processing
  doi: 10.1016/j.ymssp.2021.107955
  contributor:
    fullname: Wang
– volume: 69
  start-page: 301
  year: 2009
  ident: 10.1016/j.prostr.2023.12.023_bib0021
  article-title: Mechanics of mechanically fastened joints in polymer–matrix composite structures – A review
  publication-title: Composites Science and Technology
  doi: 10.1016/j.compscitech.2008.09.037
  contributor:
    fullname: Thoppul
– volume: 70
  year: 2023
  ident: 10.1016/j.prostr.2023.12.023_bib0016
  article-title: 3D vision-based bolt loosening assessment using photogrammetry, deep neural networks, and 3D point-cloud processing
  publication-title: Journal of Building Engineering
  doi: 10.1016/j.jobe.2023.106326
  contributor:
    fullname: Pan
– start-page: 12
  year: 2022
  ident: 10.1016/j.prostr.2023.12.023_bib0010
  article-title: A Comprehensive Review of Deep Learning-Based Crack Detection Approaches
  publication-title: Applied Sciences-Basel
  contributor:
    fullname: Hamishebahar
– volume: 388
  start-page: 154
  year: 2017
  ident: 10.1016/j.prostr.2023.12.023_bib0001
  article-title: Real-time vibration-based structural damage detection using one-dimensional convolutional neural networks
  publication-title: Journal of Sound and Vibration
  doi: 10.1016/j.jsv.2016.10.043
  contributor:
    fullname: Abdeljaber
– volume: 128
  start-page: 336
  year: 2019
  ident: 10.1016/j.prostr.2023.12.023_bib0019
  article-title: Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization
  publication-title: International Journal of Computer Vision
  doi: 10.1007/s11263-019-01228-7
  contributor:
    fullname: Selvaraju
– start-page: 151
  year: 2021
  ident: 10.1016/j.prostr.2023.12.023_bib0012
  article-title: 1D convolutional neural networks and applications: A survey
  publication-title: Mechanical Systems and Signal Processing
  contributor:
    fullname: Kiranyaz
– volume: 348
  year: 2022
  ident: 10.1016/j.prostr.2023.12.023_bib0002
  article-title: Verifying domain knowledge and theories on Fire-induced spalling of concrete through eXplainable artificial intelligence
  publication-title: Construction and Building Materials
  doi: 10.1016/j.conbuildmat.2022.128648
  contributor:
    fullname: Al-Bashiti
– volume: 51
  start-page: 275
  year: 2023
  ident: 10.1016/j.prostr.2023.12.023_bib0027
  article-title: Fatigue life analysis of high-strength bolts based on machine learning method and SHapley Additive exPlanations (SHAP) approach
  publication-title: Structures
  doi: 10.1016/j.istruc.2023.03.060
  contributor:
    fullname: Zhang
– start-page: 180
  year: 2022
  ident: 10.1016/j.prostr.2023.12.023_bib0015
  article-title: Use of dictionary learning for damage localization in complex structures
  publication-title: Mechanical Systems and Signal Processing
  contributor:
    fullname: Nokhbatolfoghahai
– start-page: 224
  year: 2021
  ident: 10.1016/j.prostr.2023.12.023_bib0014
  article-title: Investigations on Explainable Artificial Intelligence methods for the deep learning classification of fibre layup defect in the automated composite manufacturing
  publication-title: Composites Part B-Engineering
  contributor:
    fullname: Meister
– start-page: 10
  year: 2015
  ident: 10.1016/j.prostr.2023.12.023_bib0004
  article-title: On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation
  publication-title: Plos One
  contributor:
    fullname: Bach
– volume: 63
  start-page: 7067
  year: 2016
  ident: 10.1016/j.prostr.2023.12.023_bib0011
  article-title: Real-Time Motor Fault Detection by 1-D Convolutional Neural Networks
  publication-title: IEEE Transactions on Industrial Electronics
  doi: 10.1109/TIE.2016.2582729
  contributor:
    fullname: Ince
– volume: 29
  start-page: 335
  year: 2018
  ident: 10.1016/j.prostr.2023.12.023_bib0025
  article-title: A method for monitoring bolt torque in a composite connection using an embedded fiber Bragg grating sensor
  publication-title: Journal of Intelligent Material Systems and Structures
  doi: 10.1177/1045389X17705217
  contributor:
    fullname: Yeager
– start-page: 199
  year: 2016
  ident: 10.1016/j.prostr.2023.12.023_bib0026
  article-title: Passive sensing of sensorized composite panels: Support vector machine
  publication-title: In Key Engineering Materials
  doi: 10.4028/www.scientific.net/KEM.713.199
  contributor:
    fullname: Yue
– volume: 206
  year: 2023
  ident: 10.1016/j.prostr.2023.12.023_bib0020
  article-title: Explainable deep learning based ultrasonic guided wave pipe crack identification method
  publication-title: Measurement
  doi: 10.1016/j.measurement.2022.112277
  contributor:
    fullname: Tang
– volume: 51
  start-page: 158
  year: 2023
  ident: 10.1016/j.prostr.2023.12.023_bib0007
  article-title: Semi-supervised vibration-based structural health monitoring via deep graph learning and contrastive learning
  publication-title: Structures
  doi: 10.1016/j.istruc.2023.03.011
  contributor:
    fullname: Dang
– volume: 17
  start-page: 1349
  year: 2018
  ident: 10.1016/j.prostr.2023.12.023_bib0009
  article-title: IWSHM 2017: Structural health monitoring of the loosening in a multi-bolt structure using linear and modulated nonlinear ultrasound acoustic moments approach
  publication-title: Structural Health Monitoring-an International Journal
  doi: 10.1177/1475921718806141
  contributor:
    fullname: Fierro
– start-page: 241
  year: 2022
  ident: 10.1016/j.prostr.2023.12.023_bib0006
  article-title: Strain-based delamination prediction in fatigue loaded CFRP coupon specimens by deep learning and static loading data
  publication-title: Composites Part B: Engineering
  contributor:
    fullname: Cristiani
– volume: 165
  year: 2022
  ident: 10.1016/j.prostr.2023.12.023_bib0008
  article-title: Perception modelling by invariant representation of deep learning for automated structural diagnostic in aircraft maintenance: A study case using DeepSHM
  publication-title: Mechanical Systems and Signal Processing
  doi: 10.1016/j.ymssp.2021.108153
  contributor:
    fullname: Ewald
– volume: 235
  start-page: 570
  year: 2021
  ident: 10.1016/j.prostr.2023.12.023_bib0013
  article-title: A deep learning-based method for hull stiffened plate crack detection
  contributor:
    fullname: Ma
– volume: 35
  start-page: 597
  year: 2020
  ident: 10.1016/j.prostr.2023.12.023_bib0003
  article-title: Structural health monitoring using extremely compressed data through deep learning
  publication-title: Computer-Aided Civil and Infrastructure Engineering
  doi: 10.1111/mice.12517
  contributor:
    fullname: Azimi
– volume: 174
  year: 2022
  ident: 10.1016/j.prostr.2023.12.023_bib0024
  article-title: Synchronous detection of bolts looseness position and degree based on fusing electro-mechanical impedance
  publication-title: Mechanical Systems and Signal Processing
  doi: 10.1016/j.ymssp.2022.109068
  contributor:
    fullname: Wang
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