Damage Classification of a Bolted Connection using Guided Waves and Explainable Artificial Intelligence
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Published in | Procedia Structural Integrity Vol. 52; pp. 224 - 233 |
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Main Authors | , , |
Format | Journal Article |
Language | English |
Published |
2024
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Online Access | Get full text |
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Author | Yue, Nan Groves, Roger M. Hu, Muping |
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Cites_doi | 10.1177/1475921717732331 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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