Enhanced recognition of bonding interface defects within CFRP-steel adhesive structures via thermal signals in low-power vibrothermography
Carbon fiber reinforced polymers (CFRP) have been used as one of the options to strengthen steel structures through adhesive bonding, particularly in specific applications where traditional strengthening methods may not be suitable. Therefore, it becomes crucial to perform inspections on the resulti...
Saved in:
| Published in: | Construction & building materials Vol. 456; p. 139329 |
|---|---|
| Main Authors: | , , , , , |
| Format: | Journal Article |
| Language: | English |
| Published: |
Elsevier Ltd
20.12.2024
|
| Subjects: | |
| ISSN: | 0950-0618 |
| Online Access: | Get full text |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| Abstract | Carbon fiber reinforced polymers (CFRP) have been used as one of the options to strengthen steel structures through adhesive bonding, particularly in specific applications where traditional strengthening methods may not be suitable. Therefore, it becomes crucial to perform inspections on the resulting CFRP-steel adhesive structures (CSAS) to ensure their structural integrity and safety. However, the distinct physical properties of CFRP, epoxy resin, and steel pose significant challenges to accurately inspecting bonding interface defects of such special hybrid engineering structures. To address these challenges, a new approach, streamlined one-dimensional convolutional denoising autoencoder-low-power vibrothermography (SOCDAE-LVT), is proposed in this study to enhance the recognition of bonding interface defects within CSAS. This approach utilizes thermal signals from low-power vibrothermography (LVT) to enhance the recognizability of CSAS bonding interface defects. A low-power vibrothermography inspection system was developed to acquire thermal signals on the surface of CSAS samples. A streamlined one-dimensional convolutional denoising autoencoder (SOCDAE) model was designed for robust representation extraction of the thermal signal at each pixel point. The study further investigated the impact of different types of added noise and signal pre-processing approaches on the performance of the SOCDAE-LVT, aiming to optimize its effectiveness. By comparing qualitatively and quantitatively with the state-of-the-art approaches, the results show that the proposed approach can better improve the recognizability of defects. The enhanced recognizability of bonding interface defects enables accurate assessment of the quality of CSAS, thereby contributing to the safety of such structures.
•A SOCDAE-LVT approach is proposed to enhance the recognition of bonding interface defects within CSAS.•Some factors affecting the performance of the SOCDAE-LVT approach are explored.•Experiments on CSAS samples containing bonding interface defects validated the effectiveness of the SOCDAE-LVT approach.•The SOCDAE-LVT approach outperforms some of the state-of-the-art approaches. |
|---|---|
| AbstractList | Carbon fiber reinforced polymers (CFRP) have been used as one of the options to strengthen steel structures through adhesive bonding, particularly in specific applications where traditional strengthening methods may not be suitable. Therefore, it becomes crucial to perform inspections on the resulting CFRP-steel adhesive structures (CSAS) to ensure their structural integrity and safety. However, the distinct physical properties of CFRP, epoxy resin, and steel pose significant challenges to accurately inspecting bonding interface defects of such special hybrid engineering structures. To address these challenges, a new approach, streamlined one-dimensional convolutional denoising autoencoder-low-power vibrothermography (SOCDAE-LVT), is proposed in this study to enhance the recognition of bonding interface defects within CSAS. This approach utilizes thermal signals from low-power vibrothermography (LVT) to enhance the recognizability of CSAS bonding interface defects. A low-power vibrothermography inspection system was developed to acquire thermal signals on the surface of CSAS samples. A streamlined one-dimensional convolutional denoising autoencoder (SOCDAE) model was designed for robust representation extraction of the thermal signal at each pixel point. The study further investigated the impact of different types of added noise and signal pre-processing approaches on the performance of the SOCDAE-LVT, aiming to optimize its effectiveness. By comparing qualitatively and quantitatively with the state-of-the-art approaches, the results show that the proposed approach can better improve the recognizability of defects. The enhanced recognizability of bonding interface defects enables accurate assessment of the quality of CSAS, thereby contributing to the safety of such structures.
•A SOCDAE-LVT approach is proposed to enhance the recognition of bonding interface defects within CSAS.•Some factors affecting the performance of the SOCDAE-LVT approach are explored.•Experiments on CSAS samples containing bonding interface defects validated the effectiveness of the SOCDAE-LVT approach.•The SOCDAE-LVT approach outperforms some of the state-of-the-art approaches. |
| ArticleNumber | 139329 |
| Author | Zhang, Yubin Liu, Rui Liu, Pengqian Xie, Jing Zhao, Qing Xu, Changhang |
| Author_xml | – sequence: 1 givenname: Yubin surname: Zhang fullname: Zhang, Yubin organization: College of Mechanical and Electronic Engineering, China University of Petroleum (East China), Qingdao 266580, China – sequence: 2 givenname: Changhang orcidid: 0000-0001-6489-2704 surname: Xu fullname: Xu, Changhang email: chxu@upc.edu.cn organization: College of Mechanical and Electronic Engineering, China University of Petroleum (East China), Qingdao 266580, China – sequence: 3 givenname: Pengqian surname: Liu fullname: Liu, Pengqian organization: College of Mechanical and Electronic Engineering, China University of Petroleum (East China), Qingdao 266580, China – sequence: 4 givenname: Jing surname: Xie fullname: Xie, Jing organization: College of Mechanical and Electronic Engineering, China University of Petroleum (East China), Qingdao 266580, China – sequence: 5 givenname: Rui surname: Liu fullname: Liu, Rui organization: College of Mechanical and Electronic Engineering, China University of Petroleum (East China), Qingdao 266580, China – sequence: 6 givenname: Qing surname: Zhao fullname: Zhao, Qing organization: College of Mechanical and Electronic Engineering, China University of Petroleum (East China), Qingdao 266580, China |
| BookMark | eNqNkU1uGzEMRrVIgPzeQT3AuJJmrEarojCSJoCBBEG7FjgS5aExlgxJtpEr9NQdx10UWWVDbj4-kI9X7CymiIx9kWImhdRf1zOXYr-j0W-gzpRQ3Uy2plXmjF0KMxeN0PLugl2VshZCaKXVJftzHweIDj3P6NIqUqUUeQq8T9FTXHGKFXMAh9xjQFcLP1AdKPLFw-tLUyriyMEPWGiPvNS8c3WXsfA9Aa8D5g2MvNAqwlgmFh_TodmmA-Yp0Of0nkirDNvh7YadhymFt__6Nfv9cP9r8dgsn38-LX4sG9cqWZvOBCkNyLl2LWoJvfKivVM41WlNEzDoXphOdJ0yvfZaGQABc4DQ-vBNm_aamRPX5VRKxmC3mTaQ36wU9ijSru1_Iu1RpD2JnGa_f5h1VOHorGag8VOExYmA04l7wmyLIzx-gKYPVOsTfYLyFxwwoJ4 |
| CitedBy_id | crossref_primary_10_1016_j_conbuildmat_2025_142717 crossref_primary_10_1016_j_jmapro_2025_06_093 crossref_primary_10_1007_s10973_025_14138_3 crossref_primary_10_1080_10589759_2025_2524052 crossref_primary_10_1134_S1061830925600169 |
| Cites_doi | 10.1016/j.compstruct.2022.115930 10.1007/s10921-016-0342-z 10.1109/TII.2024.3386961 10.1016/j.ndteint.2024.103083 10.1016/j.jcsr.2012.06.011 10.1016/j.engfracmech.2015.02.002 10.1016/j.conbuildmat.2015.08.130 10.1016/j.ndteint.2018.09.009 10.1016/j.compscitech.2003.07.005 10.1016/j.jsv.2019.114958 10.1016/j.conbuildmat.2021.122642 10.1016/j.ndteint.2018.05.007 10.1063/1.4792236 10.1088/0964-1726/25/5/055042 10.1016/j.ndteint.2017.03.008 10.1016/j.oceaneng.2024.117215 10.1088/1361-665X/acb979 10.1016/j.conbuildmat.2024.136445 10.1260/136943306779369419 10.1109/TII.2018.2866413 10.1016/j.conbuildmat.2024.135786 10.1061/(ASCE)CC.1943-5614.0000419 10.1016/j.conbuildmat.2022.129531 10.1109/TII.2018.2820816 10.1109/TII.2019.2922680 10.1260/1369-4332.15.10.1801 10.1016/j.compstruct.2012.01.004 10.1016/j.ymssp.2021.108164 10.1007/s10921-018-0479-z 10.1016/j.conbuildmat.2006.06.014 10.1016/j.tws.2012.06.002 10.1016/j.infrared.2023.104993 10.1016/j.infrared.2022.104347 10.1016/j.compstruct.2009.09.042 10.1061/(ASCE)CC.1943-5614.0000387 10.1142/S0219455414500187 10.1016/j.ndteint.2019.102179 10.1016/S0950-0618(03)00038-2 10.3390/s17122705 10.1016/j.engstruct.2006.10.006 10.1016/j.ndteint.2018.03.012 10.1061/(ASCE)CC.1943-5614.0000439 10.1088/1361-665X/aaa69b 10.1016/j.compstruct.2020.112813 10.1016/j.infrared.2024.105254 10.1063/1.3663872 10.1016/j.autcon.2022.104643 10.1109/TII.2023.3293863 10.1016/j.infrared.2018.06.027 10.1080/13287982.2015.1116177 10.1016/j.conbuildmat.2010.02.023 10.1016/j.compstruct.2006.04.038 10.1016/j.compstruct.2021.115133 10.1016/j.compstruct.2023.116682 10.1016/j.conbuildmat.2014.09.089 10.1007/s10921-016-0380-6 10.1016/S0263-8223(02)00161-7 10.1109/JSEN.2022.3144827 10.1016/j.ndteint.2018.12.005 10.1504/IJMPT.2011.040282 10.1260/136943306779369464 10.1016/j.conbuildmat.2016.04.087 10.1016/j.istruc.2020.01.041 10.1016/j.conbuildmat.2024.136131 10.1016/j.conbuildmat.2023.134689 10.1016/j.conbuildmat.2010.04.062 10.1007/s42452-021-04753-8 10.1080/17686733.2015.1026018 10.1016/j.ndteint.2011.07.012 10.1142/S0219455410003348 10.1016/j.infrared.2020.103413 10.1016/j.infrared.2019.02.002 10.1016/j.ndteint.2016.08.002 10.1109/TII.2019.2954718 10.1016/j.procir.2015.08.070 |
| ContentType | Journal Article |
| Copyright | 2024 Elsevier Ltd |
| Copyright_xml | – notice: 2024 Elsevier Ltd |
| DBID | AAYXX CITATION |
| DOI | 10.1016/j.conbuildmat.2024.139329 |
| DatabaseName | CrossRef |
| DatabaseTitle | CrossRef |
| DatabaseTitleList | |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering |
| ExternalDocumentID | 10_1016_j_conbuildmat_2024_139329 S0950061824044714 |
| GroupedDBID | --K --M .~1 0R~ 1B1 1~. 1~5 29F 4.4 457 4G. 5GY 5VS 6J9 7-5 71M 8P~ 9JN AABNK AABXZ AACTN AAEDT AAEDW AAEPC AAIKJ AAKOC AALRI AAOAW AAQFI AAXKI AAXUO ABFRF ABJNI ABMAC ABXRA ACDAQ ACGFO ACGFS ACRLP ADBBV ADEZE ADHUB ADTZH AEBSH AECPX AEFWE AEIPS AEKER AENEX AEZYN AFJKZ AFKWA AFRZQ AFTJW AGHFR AGUBO AGYEJ AHHHB AHJVU AIEXJ AIKHN AITUG AJOXV AKRWK ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ ANKPU AXJTR BAAKF BJAXD BKOJK BLXMC CS3 DU5 EBS EFJIC EO8 EO9 EP2 EP3 FDB FIRID FNPLU FYGXN G-Q GBLVA IAO IEA IGG IHE IHM IOF ISM J1W JJJVA KOM LY7 M24 M41 MAGPM MO0 N95 N9A O-L O9- OAUVE OZT P-8 P-9 P2P PC. PV9 Q38 ROL RPZ RZL SDF SDG SES SEW SPC SPCBC SSM SST SSZ T5K UNMZH XI7 ~G- 9DU AAQXK AATTM AAYWO AAYXX ABFNM ABWVN ABXDB ACLOT ACNNM ACRPL ACVFH ADCNI ADMUD ADNMO AEUPX AFPUW AHDLI AI. AIGII AIIUN AKBMS AKYEP APXCP ASPBG AVWKF AZFZN BAIFH BBTPI CITATION EFKBS EFLBG EJD FEDTE FGOYB G-2 HVGLF HZ~ ITC R2- RNS SET SMS VH1 WUQ ZMT ~HD |
| ID | FETCH-LOGICAL-c321t-49f119a156c3e61ab2d0382ed03fac9fef6b09404429b6d629aa0a5aaf3df7693 |
| ISICitedReferencesCount | 7 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=001367745200001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 0950-0618 |
| IngestDate | Sat Nov 29 02:17:06 EST 2025 Tue Nov 18 21:38:47 EST 2025 Sat Feb 08 15:52:38 EST 2025 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Keywords | Low-power vibrothermography Streamlined one-dimensional convolutional denoising autoencoder CFRP-steel adhesive structures Bonding interface defects Thermal signals |
| Language | English |
| LinkModel | OpenURL |
| MergedId | FETCHMERGED-LOGICAL-c321t-49f119a156c3e61ab2d0382ed03fac9fef6b09404429b6d629aa0a5aaf3df7693 |
| ORCID | 0000-0001-6489-2704 |
| ParticipantIDs | crossref_primary_10_1016_j_conbuildmat_2024_139329 crossref_citationtrail_10_1016_j_conbuildmat_2024_139329 elsevier_sciencedirect_doi_10_1016_j_conbuildmat_2024_139329 |
| PublicationCentury | 2000 |
| PublicationDate | 2024-12-20 |
| PublicationDateYYYYMMDD | 2024-12-20 |
| PublicationDate_xml | – month: 12 year: 2024 text: 2024-12-20 day: 20 |
| PublicationDecade | 2020 |
| PublicationTitle | Construction & building materials |
| PublicationYear | 2024 |
| Publisher | Elsevier Ltd |
| Publisher_xml | – name: Elsevier Ltd |
| References | Ke, Zhang, Feng, Li, Li (bib1) 2024; 429 Castanedo, Avdelidis, Grinzato, Bison, Marinetti, Plescanu, Bendada, Maldague (bib53) 2011; 41 Dyrwal, Meo, Ciampa (bib61) 2018; 97 Wang, Liu, Song, Gong, Peng, Liu, Chen, Wang (bib79) 2022; 163 Fernando, Yu, Teng (bib11) 2014; 18 Wu, Zhao, Al-Mahaidi, Emdad, Duan (bib24) 2012; 15 Tafsirojjaman, Fawzia, Thambiratnam, Zhao (bib28) 2020; 24 Xie, Wu, Gao, Xu, Xu, Chen (bib40) 2021; 282 S. Fawzia, R. Al-Mahaidi, X. Zhao, S. Rizkalla, Comparative study of failure mechanisms in steel and concrete members strengthened with CFRP composites, In Developments in Mechanics of Structures and Materials: proceedings of the 18th Australasian Conference on the Mechanics of Structures and Materials (2005) 71-76. AA Balkema. https://eprints.qut.edu.au/65234/. Tashan, Al-Mahaidi, Mamkak (bib37) 2015; 17 Solodov, Bai, Bekgulyan, Busse (bib56) 2011; 99 Xu, Xie, Zhang, Kong, Chen, Song (bib59) 2017; 17 Yu, Fan, Puliyakote, Castaings (bib8) 2018; 27 Pedram, Taylor, Hamill, Robinson, Obrien, Uddin (bib44) 2022; 360 Segers, Hedayatrasa, Verboven, Poelman, Van Paepegem, Kersemans (bib66) 2019; 102 Hettler, Tabatabaeipour, Delrue, Van Den Abeele (bib73) 2016; 36 Gao, Li, Yan, Li, Wang (bib4) 2024; 411 N. Rajic, Principal component thermography for flaw contrast enhancement and flaw depth characterisation in composite structures 58 (2002) 521-528. Jiao, Mashiri, Zhao (bib27) 2012; 59 Yu, Fan, Castaings, Biateau (bib7) 2017; 89 Al-Mosawe, Al-Mahaidi, Zhao (bib12) 2015; 98 D. Schnerch, M. Dawood, S. Rizkalla, E. Sumner, K. Stanford, Bond Behavior of CFRP Strengthened Steel Structures, Advances in Structural Engineering 9(6) 805-817. Teng, Yu, Fernando (bib14) 2012; 78 Liu, Xu, Zhang, Qin, Xu, Xie, Song (bib67) 2023; 32 He, Zhao, Lu, He, Shen, He, Wang (bib48) 2022; 22 Zhao, Bai, Al-Mahaidi, Rizkalla (bib20) 2014; 18 . Omairey, Jayasree, Kazilas (bib30) 2021; 3 Renshaw, Chen, Holland, Bruce Thompson (bib52) 2011; 44 Nguyen, Bai, Zhao, Al-Mahaidi (bib21) 2012; 94 Wang, Wang, Liu, Wang (bib2) 2020; 16 Li, Wang, Zou (bib43) 2024; 422 Xu, Wang, Duan, He, Chen, Zhang (bib62) 2020; 109 Li, Wang, He, Wang (bib77) 2024; 20 Li, Li, Ma, Zheng, Ou, Li, Li (bib3) 2024; 426 Li, Lu, Lee (bib34) 2020; 253 Zhu, Zhang, Sfarra, Sarasini, Usamentiaga, Vavilov, Ibarra-Castanedo, Maldague (bib46) 2024; 144 Yang, Du, Duan, He, Wang, He, Zhang (bib47) 2020; 16 Liu, Zhao, Al-Mahaidi (bib25) 2012; 10 Hollaway (bib5) 2003; 17 Zou, Wang, Wang, Liu, Ma, Bao (bib39) 2022; 284 Hollaway (bib6) 2010; 24 Wojtczak, Rucka (bib33) 2022; 297 Zhang, Xu, Liu, Xie, Han, Liu, Chen (bib74) 2024; 272 Jelinek, Seidel, Reinhart (bib38) 2015; 37 Wei, Han, Zhu, Zhuo, Huang, Li, Xie (bib60) 2022; 126 Segers, Kersemans, Hedayatrasa, Calderon, Van Paepegem (bib71) 2018; 98 Hedayatrasa, Segers, Poelman, Verboven, Van Paepegem, Kersemans (bib64) 2020; 109 Parvasi, Xu, Kong, Song (bib58) 2016; 25 Dawood, Rizkalla (bib19) 2010; 24 Xie, Xu, Wu, Gao, Chen, Li, Song (bib32) 2023; 145 Fernando, Teng, Yu, Zhao (bib17) 2013; 17 Yu, Obeidat, Han (bib54) 2018; 100 Segers, Hedayatrasa, Verboven, Poelman, Van Paepegem, Kersemans (bib72) 2019; 463 Theodorakeas, Avdelidis, Cheilakou, Koui (bib49) 2014; 73 Hollaway, Zhang, Photiou, Teng, Zhang (bib9) 2006; 9 He, Chen, Zhou, Huang, Wang (bib63) 2018; 14 Wang, Wang, Peng, Ji, Liu, Xiao, Wang (bib78) 2018; 92 Usamentiaga, Ibarra-Castanedo, Maldague (bib75) 2018; 37 Liu, Xu, Zhang, Chen, Liu, Wang, Zhao (bib69) 2024 Wang, Liu, Liu, Wang (bib42) 2016; 84 Mian, Han, Islam, Newaz (bib55) 2004; 64 Xu, Ai, Xie, Chen, Li (bib36) 2016; 35 Gao, Dai, Teng (bib22) 2015; 136 Wu, Yu, Tam, He (bib31) 2023; 308 Fawzia, Zhao, Al-Mahaidi (bib10) 2010; 92 Zhao, Zhang (bib15) 2007; 29 Wang, Hou, He, Wen, Giron-Palomares, Duan, Gao, Vavilov, Wang (bib45) 2024; 20 Chen, Zhang, Xie, Liu, Han, Liu, Xu, Song (bib41) 2024; 138 Fawzia, Al-Mahaidi, Zhao (bib16) 2006; 75 Zhang, He, Chady, Tian, Gao, Wang, Chen (bib65) 2019; 15 Deane, Avdelidis, Ibarra-Castanedo, Zhang, Yazdani Nezhad, Williamson, Mackley, Davis, Maldague, Tsourdos (bib50) 2019; 97 Zima, Breńkacz (bib35) 2024; 298 Yu, Zhao, Al-Mahaidi, Xiao, Chen, Gu (bib26) 2014; 14 Liu, Xu, Zhang, Chen, Han, Liu, Qin (bib68) 2024 Solodov, Rahammer, Derusova, Busse (bib70) 2015; 12 Fawzia, Al-Mahaidi, Zhao, Rizkalla (bib18) 2007; 21 Solodov, Busse (bib57) 2013; 102 Kabir, Fawzia, Chan, Badawi (bib23) 2016; 118 Wang, Sheng, Sfarra, Zhou, Xu, Liu, Chen, Yue, Liu (bib51) 2023; 135 Kabir (10.1016/j.conbuildmat.2024.139329_bib23) 2016; 118 Wu (10.1016/j.conbuildmat.2024.139329_bib24) 2012; 15 Yu (10.1016/j.conbuildmat.2024.139329_bib54) 2018; 100 Zou (10.1016/j.conbuildmat.2024.139329_bib39) 2022; 284 Wang (10.1016/j.conbuildmat.2024.139329_bib42) 2016; 84 10.1016/j.conbuildmat.2024.139329_bib76 Fawzia (10.1016/j.conbuildmat.2024.139329_bib16) 2006; 75 Solodov (10.1016/j.conbuildmat.2024.139329_bib56) 2011; 99 He (10.1016/j.conbuildmat.2024.139329_bib63) 2018; 14 Fernando (10.1016/j.conbuildmat.2024.139329_bib11) 2014; 18 Hettler (10.1016/j.conbuildmat.2024.139329_bib73) 2016; 36 Yang (10.1016/j.conbuildmat.2024.139329_bib47) 2020; 16 Solodov (10.1016/j.conbuildmat.2024.139329_bib70) 2015; 12 Jelinek (10.1016/j.conbuildmat.2024.139329_bib38) 2015; 37 Segers (10.1016/j.conbuildmat.2024.139329_bib66) 2019; 102 Al-Mosawe (10.1016/j.conbuildmat.2024.139329_bib12) 2015; 98 Tafsirojjaman (10.1016/j.conbuildmat.2024.139329_bib28) 2020; 24 Fawzia (10.1016/j.conbuildmat.2024.139329_bib18) 2007; 21 Zhang (10.1016/j.conbuildmat.2024.139329_bib65) 2019; 15 Liu (10.1016/j.conbuildmat.2024.139329_bib68) 2024 Wang (10.1016/j.conbuildmat.2024.139329_bib51) 2023; 135 Wang (10.1016/j.conbuildmat.2024.139329_bib79) 2022; 163 Gao (10.1016/j.conbuildmat.2024.139329_bib22) 2015; 136 Zhu (10.1016/j.conbuildmat.2024.139329_bib46) 2024; 144 Dawood (10.1016/j.conbuildmat.2024.139329_bib19) 2010; 24 Hollaway (10.1016/j.conbuildmat.2024.139329_bib5) 2003; 17 Li (10.1016/j.conbuildmat.2024.139329_bib34) 2020; 253 Li (10.1016/j.conbuildmat.2024.139329_bib3) 2024; 426 Solodov (10.1016/j.conbuildmat.2024.139329_bib57) 2013; 102 Xu (10.1016/j.conbuildmat.2024.139329_bib59) 2017; 17 Chen (10.1016/j.conbuildmat.2024.139329_bib41) 2024; 138 Yu (10.1016/j.conbuildmat.2024.139329_bib7) 2017; 89 Zhao (10.1016/j.conbuildmat.2024.139329_bib15) 2007; 29 Tashan (10.1016/j.conbuildmat.2024.139329_bib37) 2015; 17 10.1016/j.conbuildmat.2024.139329_bib29 Zima (10.1016/j.conbuildmat.2024.139329_bib35) 2024; 298 Mian (10.1016/j.conbuildmat.2024.139329_bib55) 2004; 64 Omairey (10.1016/j.conbuildmat.2024.139329_bib30) 2021; 3 Yu (10.1016/j.conbuildmat.2024.139329_bib8) 2018; 27 Hollaway (10.1016/j.conbuildmat.2024.139329_bib9) 2006; 9 Hedayatrasa (10.1016/j.conbuildmat.2024.139329_bib64) 2020; 109 Zhao (10.1016/j.conbuildmat.2024.139329_bib20) 2014; 18 Li (10.1016/j.conbuildmat.2024.139329_bib43) 2024; 422 Hollaway (10.1016/j.conbuildmat.2024.139329_bib6) 2010; 24 Yu (10.1016/j.conbuildmat.2024.139329_bib26) 2014; 14 Wojtczak (10.1016/j.conbuildmat.2024.139329_bib33) 2022; 297 Dyrwal (10.1016/j.conbuildmat.2024.139329_bib61) 2018; 97 Liu (10.1016/j.conbuildmat.2024.139329_bib67) 2023; 32 Segers (10.1016/j.conbuildmat.2024.139329_bib72) 2019; 463 Zhang (10.1016/j.conbuildmat.2024.139329_bib74) 2024; 272 10.1016/j.conbuildmat.2024.139329_bib13 Fawzia (10.1016/j.conbuildmat.2024.139329_bib10) 2010; 92 Fernando (10.1016/j.conbuildmat.2024.139329_bib17) 2013; 17 Theodorakeas (10.1016/j.conbuildmat.2024.139329_bib49) 2014; 73 Wei (10.1016/j.conbuildmat.2024.139329_bib60) 2022; 126 Wang (10.1016/j.conbuildmat.2024.139329_bib78) 2018; 92 Xu (10.1016/j.conbuildmat.2024.139329_bib36) 2016; 35 Gao (10.1016/j.conbuildmat.2024.139329_bib4) 2024; 411 Parvasi (10.1016/j.conbuildmat.2024.139329_bib58) 2016; 25 Segers (10.1016/j.conbuildmat.2024.139329_bib71) 2018; 98 Xie (10.1016/j.conbuildmat.2024.139329_bib40) 2021; 282 Wu (10.1016/j.conbuildmat.2024.139329_bib31) 2023; 308 Wang (10.1016/j.conbuildmat.2024.139329_bib2) 2020; 16 Xie (10.1016/j.conbuildmat.2024.139329_bib32) 2023; 145 Deane (10.1016/j.conbuildmat.2024.139329_bib50) 2019; 97 Pedram (10.1016/j.conbuildmat.2024.139329_bib44) 2022; 360 Castanedo (10.1016/j.conbuildmat.2024.139329_bib53) 2011; 41 Ke (10.1016/j.conbuildmat.2024.139329_bib1) 2024; 429 Wang (10.1016/j.conbuildmat.2024.139329_bib45) 2024; 20 Liu (10.1016/j.conbuildmat.2024.139329_bib25) 2012; 10 Teng (10.1016/j.conbuildmat.2024.139329_bib14) 2012; 78 Li (10.1016/j.conbuildmat.2024.139329_bib77) 2024; 20 Nguyen (10.1016/j.conbuildmat.2024.139329_bib21) 2012; 94 He (10.1016/j.conbuildmat.2024.139329_bib48) 2022; 22 Liu (10.1016/j.conbuildmat.2024.139329_bib69) 2024 Usamentiaga (10.1016/j.conbuildmat.2024.139329_bib75) 2018; 37 Jiao (10.1016/j.conbuildmat.2024.139329_bib27) 2012; 59 Renshaw (10.1016/j.conbuildmat.2024.139329_bib52) 2011; 44 Xu (10.1016/j.conbuildmat.2024.139329_bib62) 2020; 109 |
| References_xml | – year: 2024 ident: bib69 article-title: A combined inspection technique for debonding defects in CFRP-strengthened steel structures based on leaky Lamb wave and low-power vibrothermography publication-title: J. Therm. Anal. Calorim. – volume: 94 start-page: 1834 year: 2012 end-page: 1845 ident: bib21 article-title: Durability of steel/CFRP double strap joints exposed to sea water, cyclic temperature and humidity publication-title: Compos. Struct. – volume: 463 year: 2019 ident: bib72 article-title: Efficient automated extraction of local defect resonance parameters in fiber reinforced polymers using data compression and iterative amplitude thresholding publication-title: J. Sound Vib. – volume: 98 start-page: 489 year: 2015 end-page: 501 ident: bib12 article-title: Effect of CFRP properties, on the bond characteristics between steel and CFRP laminate under quasi-static loading publication-title: Constr. Build. Mater. – volume: 10 start-page: 1 year: 2012 end-page: 20 ident: bib25 article-title: Effect of fatigue loading on bond strength between CFRP sheets and steel plates publication-title: Int. J. Struct. Stab. Dyn. – volume: 78 start-page: 131 year: 2012 end-page: 143 ident: bib14 article-title: Strengthening of steel structures with fiber-reinforced polymer composites publication-title: J. Constr. Steel Res. – volume: 36 year: 2016 ident: bib73 article-title: Detection and characterization of local defect resonances arising from delaminations and flat bottom holes publication-title: J. Nondestruct. Eval. – volume: 99 year: 2011 ident: bib56 article-title: A local defect resonance to enhance acoustic wave-defect interaction in ultrasonic nondestructive evaluation publication-title: Appl. Phys. Lett. – volume: 15 start-page: 2648 year: 2019 end-page: 2659 ident: bib65 article-title: CFRP impact damage inspection based on manifold learning using ultrasonic induced thermography publication-title: IEEE Trans. Ind. Inform. – volume: 22 start-page: 4378 year: 2022 end-page: 4385 ident: bib48 article-title: Detection of debonding defects between radar absorbing material and cfrp substrate by microwave thermography publication-title: IEEE Sens. J. – reference: N. Rajic, Principal component thermography for flaw contrast enhancement and flaw depth characterisation in composite structures 58 (2002) 521-528. – volume: 15 start-page: 1801 year: 2012 end-page: 1815 ident: bib24 article-title: Fatigue tests of cracked steel plates strengthened with UHM CFRP plates publication-title: Adv. Struct. Eng. – volume: 308 year: 2023 ident: bib31 article-title: Effects of bondline defects on the bond behaviour of CFRP-steel double strap joints publication-title: Compos. Struct. – volume: 21 start-page: 839 year: 2007 end-page: 845 ident: bib18 article-title: Strengthening of circular hollow steel tubular sections using high modulus CFRP sheets publication-title: Constr. Build. Mater. – volume: 59 start-page: 144 year: 2012 end-page: 152 ident: bib27 article-title: A comparative study on fatigue behaviour of steel beams retrofitted with welding, pultruded CFRP plates and wet layup CFRP sheets publication-title: Thin-Walled Struct. – volume: 89 start-page: 44 year: 2017 end-page: 55 ident: bib7 article-title: Feature guided wave inspection of bond line defects between a stiffener and a composite plate publication-title: NDT E Int. – reference: D. Schnerch, M. Dawood, S. Rizkalla, E. Sumner, K. Stanford, Bond Behavior of CFRP Strengthened Steel Structures, Advances in Structural Engineering 9(6) 805-817. – volume: 17 start-page: 2 year: 2015 end-page: 13 ident: bib37 article-title: Defect size measurement and far distance infrared detection in CFRP-concrete and CFRP-steel systems publication-title: Aust. J. Struct. Eng. – volume: 9 start-page: 791 year: 2006 end-page: 803 ident: bib9 article-title: Advances in adhesive joining of carbon fibre/polymer composites to steel members for repair and rehabilitation of bridge structures publication-title: Adv. Struct. Eng. – volume: 35 year: 2016 ident: bib36 article-title: Fatigue failure process characterization for carbon fiber sheet reinforced steel rods using the acoustic emission technique publication-title: J. Nondestruct. Eval. – volume: 298 year: 2024 ident: bib35 article-title: Guided wave propagation in debonding detection in CFRP-reinforced steel plate-like structures publication-title: Ocean Eng. – volume: 25 year: 2016 ident: bib58 article-title: Detection of multiple thin surface cracks using vibrothermography with low-power piezoceramic-based ultrasonic actuator—a numerical study with experimental verification publication-title: Smart Mater. Struct. – volume: 422 year: 2024 ident: bib43 article-title: Nondestructive evaluation of carbon fiber reinforced polymer (CFRP)-timber interfacial debonding using active microwave thermography (AMT) publication-title: Constr. Build. Mater. – volume: 109 year: 2020 ident: bib62 article-title: Terahertz imaging and vibro-thermography for impact response in carbon fiber reinforced plastics publication-title: Infrared Phys. Technol. – volume: 97 start-page: 456 year: 2019 end-page: 466 ident: bib50 article-title: Application of NDT thermographic imaging of aerospace structures publication-title: Infrared Phys. Technol. – volume: 284 year: 2022 ident: bib39 article-title: Nondestructive evaluation of carbon fiber reinforced polymer (CFRP)-steel interfacial debonding using eddy current thermography publication-title: Compos. Struct. – volume: 282 year: 2021 ident: bib40 article-title: Detection of internal defects in CFRP strengthened steel structures using eddy current pulsed thermography publication-title: Constr. Build. Mater. – volume: 135 year: 2023 ident: bib51 article-title: Multimode infrared thermal-wave imaging in non-destructive testing and evaluation (NDT&E): physical principles, modulated waveform, and excitation heat source publication-title: Infrared Phys. Technol. – volume: 272 year: 2024 ident: bib74 article-title: One-dimensional deep convolutional autoencoder active infrared thermography: enhanced visualization of internal defects in FRP composites publication-title: Compos. Part B Eng. – volume: 411 year: 2024 ident: bib4 article-title: Enhancing tensile performance and CFRP/steel interface properties of CFRP plates with nano-SiO2 and MWCNTs publication-title: Constr. Build. Mater. – volume: 24 start-page: 1682 year: 2010 end-page: 1689 ident: bib19 article-title: Environmental durability of a CFRP system for strengthening steel structures publication-title: Constr. Build. Mater. – volume: 145 year: 2023 ident: bib32 article-title: Visualization of defects in CFRP-reinforced steel structures using improved eddy current pulsed thermography publication-title: Autom. Constr. – volume: 138 year: 2024 ident: bib41 article-title: Simultaneous inspection of multi-kind defects in adhesively bonded CFRP/steel structures by inductive thermography publication-title: Infrared Phys. Technol. – volume: 17 year: 2017 ident: bib59 article-title: Experimental investigation on the detection of multiple surface cracks using vibrothermography with a low-power piezoceramic actuator publication-title: Sensors – volume: 37 year: 2018 ident: bib75 article-title: More than fifty shades of grey: quantitative characterization of defects and interpretation using SNR and CNR publication-title: J. Nondestruct. Eval. – volume: 102 year: 2013 ident: bib57 article-title: Resonance ultrasonic thermography: Highly efficient contact and air-coupled remote modes publication-title: Appl. Phys. Lett. – volume: 102 start-page: 218 year: 2019 end-page: 225 ident: bib66 article-title: In-plane local defect resonances for efficient vibrothermography of impacted carbon fiber-reinforced polymers (CFRP publication-title: NDT E Int. – volume: 12 start-page: 98 year: 2015 end-page: 111 ident: bib70 article-title: Highly-efficient and noncontact vibro-thermography via local defect resonance publication-title: Quant. InfraRed Thermogr. J. – volume: 429 year: 2024 ident: bib1 article-title: Performance evolution of epoxy adhesive and CFRP-steel epoxy-bonded joints subjected to hygrothermal exposure publication-title: Constr. Build. Mater. – volume: 92 start-page: 2137 year: 2010 end-page: 2145 ident: bib10 article-title: Bond–slip models for double strap joints strengthened by CFRP publication-title: Compos. Struct. – volume: 37 start-page: 211 year: 2015 end-page: 217 ident: bib38 article-title: Thermographic Inspection of CFRP metal hybrid components publication-title: Procedia CIRP – volume: 98 start-page: 130 year: 2018 end-page: 133 ident: bib71 article-title: Towards in-plane local defect resonance for non-destructive testing of polymers and composites publication-title: NDT E Int. – volume: 426 year: 2024 ident: bib3 article-title: Influence of elevated temperatures on the bond performance of CFRP-steel lap joints bonded by nanosilica-modified adhesive with mixed curing agents publication-title: Constr. Build. Mater. – volume: 75 start-page: 156 year: 2006 end-page: 162 ident: bib16 article-title: Experimental and finite element analysis of a double strap joint between steel plates and normal modulus CFRP publication-title: Compos. Struct. – volume: 32 year: 2023 ident: bib67 article-title: Low-power vibrothermography detection technique for surface cracks on composite sucker rod publication-title: Smart Mater. Struct. – reference: S. Fawzia, R. Al-Mahaidi, X. Zhao, S. Rizkalla, Comparative study of failure mechanisms in steel and concrete members strengthened with CFRP composites, In Developments in Mechanics of Structures and Materials: proceedings of the 18th Australasian Conference on the Mechanics of Structures and Materials (2005) 71-76. AA Balkema. https://eprints.qut.edu.au/65234/. – volume: 14 start-page: 5575 year: 2018 end-page: 5584 ident: bib63 article-title: Shared excitation based nonlinear ultrasound and vibrothermography testing for CFRP barely visible impact damage inspection publication-title: IEEE Trans. Ind. Inform. – volume: 118 start-page: 216 year: 2016 end-page: 225 ident: bib23 article-title: Durability of CFRP strengthened steel circular hollow section member exposed to sea water publication-title: Constr. Build. Mater. – volume: 360 year: 2022 ident: bib44 article-title: Experimental evaluation of heat transition mechanism in concrete with subsurface defects using infrared thermography publication-title: Constr. Build. Mater. – volume: 14 year: 2014 ident: bib26 article-title: Tests on Cracked Steel Plates with Different Damage Levels Strengthened by CFRP Laminates publication-title: Int. J. Struct. Stab. Dyn. – volume: 18 year: 2014 ident: bib20 article-title: Effect of dynamic loading and environmental conditions on the bond between CFRP and steel: state-of-the-art review publication-title: J. Compos. Constr. – volume: 253 year: 2020 ident: bib34 article-title: Debonding detection in CFRP-reinforced steel structures using anti-symmetrical guided waves publication-title: Compos. Struct. – volume: 20 start-page: 3413 year: 2024 end-page: 3424 ident: bib45 article-title: A physical-constrained decomposition method of infrared thermography: pseudo restored heat flux approach based on ensemble bayesian variance tensor fraction publication-title: IEEE Trans. Ind. Inform. – volume: 16 start-page: 5160 year: 2020 end-page: 5168 ident: bib2 article-title: The feature recognition of CFRP subsurface defects using low-energy chirp-pulsed radar thermography publication-title: IEEE Trans. Ind. Inform. – volume: 24 start-page: 610 year: 2020 end-page: 626 ident: bib28 article-title: Numerical investigation of CFRP strengthened RHS members under cyclic loading publication-title: Structures – volume: 100 start-page: 153 year: 2018 end-page: 165 ident: bib54 article-title: Ultrasound wave excitation in thermal NDE for defect detection publication-title: NDT E Int. – volume: 17 start-page: 04013012 year: 2013 ident: bib17 article-title: Preparation and characterization of steel surfaces for adhesive bonding publication-title: J. Compos. Constr. – volume: 44 start-page: 736 year: 2011 end-page: 739 ident: bib52 article-title: The sources of heat generation in vibrothermography publication-title: NDT E Int. – volume: 64 start-page: 657 year: 2004 end-page: 666 ident: bib55 article-title: Fatigue damage detection in graphite/epoxy composites using sonic infrared imaging technique publication-title: Compos. Sci. Technol. – volume: 27 year: 2018 ident: bib8 article-title: Remote monitoring of bond line defects between a composite panel and a stiffener using distributed piezoelectric sensors publication-title: Smart Mater. Struct. – volume: 17 start-page: 365 year: 2003 end-page: 378 ident: bib5 article-title: The evolution of and the way forward for advanced polymer composites in the civil infrastructure publication-title: Constr. Build. Mater. – volume: 136 start-page: 241 year: 2015 end-page: 264 ident: bib22 article-title: Analysis of Mode II debonding behavior of fiber-reinforced polymer-to-substrate bonded joints subjected to combined thermal and mechanical loading publication-title: Eng. Fract. Mech. – volume: 73 start-page: 417 year: 2014 end-page: 425 ident: bib49 article-title: Quantitative analysis of plastered mosaics by means of active infrared thermography publication-title: Constr. Build. Mater. – volume: 92 start-page: 345 year: 2018 end-page: 349 ident: bib78 article-title: Independent component analysis enhanced pulse thermography for high silicon oxygen phenolic resin (HSOPR) sheet with subsurface defects publication-title: Infrared Phys. Technol. – reference: . – volume: 20 start-page: 9670 year: 2024 end-page: 9680 ident: bib77 article-title: A novel methodology to predict 3-D surface temperature field on delamination for thermography publication-title: IEEE Trans. Ind. Inform. – volume: 24 start-page: 2419 year: 2010 end-page: 2445 ident: bib6 article-title: A review of the present and future utilisation of FRP composites in the civil infrastructure with reference to their important in-service properties publication-title: Constr. Build. Mater. – volume: 97 start-page: 59 year: 2018 end-page: 67 ident: bib61 article-title: Nonlinear air-coupled thermosonics for fatigue micro-damage detection and localisation publication-title: NDT E Int. – volume: 18 year: 2014 ident: bib11 article-title: Behavior of CFRP laminates bonded to a steel substrate using a ductile adhesive publication-title: J. Compos. Constr. – volume: 3 year: 2021 ident: bib30 article-title: Defects and uncertainties of adhesively bonded composite joints publication-title: SN Appl. Sci. – volume: 144 year: 2024 ident: bib46 article-title: Enhancing resistance to low-velocity impact of electrospun-manufactured interlayer-strengthened CFRP by using infrared thermography publication-title: NDT E Int. – volume: 16 start-page: 4413 year: 2020 end-page: 4422 ident: bib47 article-title: Electromagnetic induction heating and image fusion of silicon photovoltaic cell electrothermography and electroluminescence publication-title: IEEE Trans. Ind. Inform. – volume: 29 start-page: 1808 year: 2007 end-page: 1823 ident: bib15 article-title: State-of-the-art review on FRP strengthened steel structures publication-title: Eng. Struct. – volume: 163 year: 2022 ident: bib79 article-title: Multimodal optical excitation pulsed thermography: enhanced recognize debonding defects of the solid propellant rocket motor cladding layer publication-title: Mech. Syst. Signal Process. – volume: 126 year: 2022 ident: bib60 article-title: Experimental and numerical investigation on detection fatigue crack in metallic plate by vibro-thermography publication-title: Infrared Phys. Technol. – volume: 109 year: 2020 ident: bib64 article-title: Vibrothermographic spectroscopy with thermal latency compensation for effective identification of local defect resonance frequencies of a CFRP with BVID publication-title: NDT E Int. – volume: 84 start-page: 54 year: 2016 end-page: 66 ident: bib42 article-title: Research on the fiber lay-up orientation detection of unidirectional CFRP laminates composite using thermal-wave radar imaging publication-title: NDT E Int. – start-page: 1 year: 2024 end-page: 25 ident: bib68 article-title: Detection and quantification of corrosion defects in CFRP-strengthened steel structures based on low-power vibrothermography publication-title: Nondestruct. Test. Eval. – volume: 297 year: 2022 ident: bib33 article-title: Damage imaging algorithm for non-destructive inspection of CFRP/steel adhesive joints based on ultrasonic guided wave propagation publication-title: Compos. Struct. – volume: 41 year: 2011 ident: bib53 article-title: Delamination detection and impact damage assessment of GLARE by active thermography publication-title: Int. J. Mater. Prod. Technol. – volume: 297 year: 2022 ident: 10.1016/j.conbuildmat.2024.139329_bib33 article-title: Damage imaging algorithm for non-destructive inspection of CFRP/steel adhesive joints based on ultrasonic guided wave propagation publication-title: Compos. Struct. doi: 10.1016/j.compstruct.2022.115930 – volume: 35 issue: 2 year: 2016 ident: 10.1016/j.conbuildmat.2024.139329_bib36 article-title: Fatigue failure process characterization for carbon fiber sheet reinforced steel rods using the acoustic emission technique publication-title: J. Nondestruct. Eval. doi: 10.1007/s10921-016-0342-z – start-page: 1 year: 2024 ident: 10.1016/j.conbuildmat.2024.139329_bib68 article-title: Detection and quantification of corrosion defects in CFRP-strengthened steel structures based on low-power vibrothermography publication-title: Nondestruct. Test. Eval. – volume: 20 start-page: 9670 issue: 7 year: 2024 ident: 10.1016/j.conbuildmat.2024.139329_bib77 article-title: A novel methodology to predict 3-D surface temperature field on delamination for thermography publication-title: IEEE Trans. Ind. Inform. doi: 10.1109/TII.2024.3386961 – volume: 144 year: 2024 ident: 10.1016/j.conbuildmat.2024.139329_bib46 article-title: Enhancing resistance to low-velocity impact of electrospun-manufactured interlayer-strengthened CFRP by using infrared thermography publication-title: NDT E Int. doi: 10.1016/j.ndteint.2024.103083 – volume: 78 start-page: 131 year: 2012 ident: 10.1016/j.conbuildmat.2024.139329_bib14 article-title: Strengthening of steel structures with fiber-reinforced polymer composites publication-title: J. Constr. Steel Res. doi: 10.1016/j.jcsr.2012.06.011 – volume: 136 start-page: 241 year: 2015 ident: 10.1016/j.conbuildmat.2024.139329_bib22 article-title: Analysis of Mode II debonding behavior of fiber-reinforced polymer-to-substrate bonded joints subjected to combined thermal and mechanical loading publication-title: Eng. Fract. Mech. doi: 10.1016/j.engfracmech.2015.02.002 – volume: 98 start-page: 489 year: 2015 ident: 10.1016/j.conbuildmat.2024.139329_bib12 article-title: Effect of CFRP properties, on the bond characteristics between steel and CFRP laminate under quasi-static loading publication-title: Constr. Build. Mater. doi: 10.1016/j.conbuildmat.2015.08.130 – volume: 100 start-page: 153 year: 2018 ident: 10.1016/j.conbuildmat.2024.139329_bib54 article-title: Ultrasound wave excitation in thermal NDE for defect detection publication-title: NDT E Int. doi: 10.1016/j.ndteint.2018.09.009 – volume: 64 start-page: 657 issue: 5 year: 2004 ident: 10.1016/j.conbuildmat.2024.139329_bib55 article-title: Fatigue damage detection in graphite/epoxy composites using sonic infrared imaging technique publication-title: Compos. Sci. Technol. doi: 10.1016/j.compscitech.2003.07.005 – volume: 463 year: 2019 ident: 10.1016/j.conbuildmat.2024.139329_bib72 article-title: Efficient automated extraction of local defect resonance parameters in fiber reinforced polymers using data compression and iterative amplitude thresholding publication-title: J. Sound Vib. doi: 10.1016/j.jsv.2019.114958 – volume: 282 year: 2021 ident: 10.1016/j.conbuildmat.2024.139329_bib40 article-title: Detection of internal defects in CFRP strengthened steel structures using eddy current pulsed thermography publication-title: Constr. Build. Mater. doi: 10.1016/j.conbuildmat.2021.122642 – volume: 98 start-page: 130 year: 2018 ident: 10.1016/j.conbuildmat.2024.139329_bib71 article-title: Towards in-plane local defect resonance for non-destructive testing of polymers and composites publication-title: NDT E Int. doi: 10.1016/j.ndteint.2018.05.007 – volume: 102 issue: 6 year: 2013 ident: 10.1016/j.conbuildmat.2024.139329_bib57 article-title: Resonance ultrasonic thermography: Highly efficient contact and air-coupled remote modes publication-title: Appl. Phys. Lett. doi: 10.1063/1.4792236 – volume: 25 issue: 5 year: 2016 ident: 10.1016/j.conbuildmat.2024.139329_bib58 article-title: Detection of multiple thin surface cracks using vibrothermography with low-power piezoceramic-based ultrasonic actuator—a numerical study with experimental verification publication-title: Smart Mater. Struct. doi: 10.1088/0964-1726/25/5/055042 – volume: 89 start-page: 44 year: 2017 ident: 10.1016/j.conbuildmat.2024.139329_bib7 article-title: Feature guided wave inspection of bond line defects between a stiffener and a composite plate publication-title: NDT E Int. doi: 10.1016/j.ndteint.2017.03.008 – volume: 298 year: 2024 ident: 10.1016/j.conbuildmat.2024.139329_bib35 article-title: Guided wave propagation in debonding detection in CFRP-reinforced steel plate-like structures publication-title: Ocean Eng. doi: 10.1016/j.oceaneng.2024.117215 – volume: 32 issue: 3 year: 2023 ident: 10.1016/j.conbuildmat.2024.139329_bib67 article-title: Low-power vibrothermography detection technique for surface cracks on composite sucker rod publication-title: Smart Mater. Struct. doi: 10.1088/1361-665X/acb979 – volume: 429 year: 2024 ident: 10.1016/j.conbuildmat.2024.139329_bib1 article-title: Performance evolution of epoxy adhesive and CFRP-steel epoxy-bonded joints subjected to hygrothermal exposure publication-title: Constr. Build. Mater. doi: 10.1016/j.conbuildmat.2024.136445 – volume: 9 start-page: 791 issue: 6 year: 2006 ident: 10.1016/j.conbuildmat.2024.139329_bib9 article-title: Advances in adhesive joining of carbon fibre/polymer composites to steel members for repair and rehabilitation of bridge structures publication-title: Adv. Struct. Eng. doi: 10.1260/136943306779369419 – volume: 15 start-page: 2648 issue: 5 year: 2019 ident: 10.1016/j.conbuildmat.2024.139329_bib65 article-title: CFRP impact damage inspection based on manifold learning using ultrasonic induced thermography publication-title: IEEE Trans. Ind. Inform. doi: 10.1109/TII.2018.2866413 – volume: 422 year: 2024 ident: 10.1016/j.conbuildmat.2024.139329_bib43 article-title: Nondestructive evaluation of carbon fiber reinforced polymer (CFRP)-timber interfacial debonding using active microwave thermography (AMT) publication-title: Constr. Build. Mater. doi: 10.1016/j.conbuildmat.2024.135786 – volume: 18 issue: 3 year: 2014 ident: 10.1016/j.conbuildmat.2024.139329_bib20 article-title: Effect of dynamic loading and environmental conditions on the bond between CFRP and steel: state-of-the-art review publication-title: J. Compos. Constr. doi: 10.1061/(ASCE)CC.1943-5614.0000419 – volume: 360 year: 2022 ident: 10.1016/j.conbuildmat.2024.139329_bib44 article-title: Experimental evaluation of heat transition mechanism in concrete with subsurface defects using infrared thermography publication-title: Constr. Build. Mater. doi: 10.1016/j.conbuildmat.2022.129531 – volume: 14 start-page: 5575 issue: 12 year: 2018 ident: 10.1016/j.conbuildmat.2024.139329_bib63 article-title: Shared excitation based nonlinear ultrasound and vibrothermography testing for CFRP barely visible impact damage inspection publication-title: IEEE Trans. Ind. Inform. doi: 10.1109/TII.2018.2820816 – volume: 16 start-page: 4413 issue: 7 year: 2020 ident: 10.1016/j.conbuildmat.2024.139329_bib47 article-title: Electromagnetic induction heating and image fusion of silicon photovoltaic cell electrothermography and electroluminescence publication-title: IEEE Trans. Ind. Inform. doi: 10.1109/TII.2019.2922680 – volume: 15 start-page: 1801 issue: 10 year: 2012 ident: 10.1016/j.conbuildmat.2024.139329_bib24 article-title: Fatigue tests of cracked steel plates strengthened with UHM CFRP plates publication-title: Adv. Struct. Eng. doi: 10.1260/1369-4332.15.10.1801 – volume: 272 year: 2024 ident: 10.1016/j.conbuildmat.2024.139329_bib74 article-title: One-dimensional deep convolutional autoencoder active infrared thermography: enhanced visualization of internal defects in FRP composites publication-title: Compos. Part B Eng. – volume: 94 start-page: 1834 issue: 5 year: 2012 ident: 10.1016/j.conbuildmat.2024.139329_bib21 article-title: Durability of steel/CFRP double strap joints exposed to sea water, cyclic temperature and humidity publication-title: Compos. Struct. doi: 10.1016/j.compstruct.2012.01.004 – volume: 163 year: 2022 ident: 10.1016/j.conbuildmat.2024.139329_bib79 article-title: Multimodal optical excitation pulsed thermography: enhanced recognize debonding defects of the solid propellant rocket motor cladding layer publication-title: Mech. Syst. Signal Process. doi: 10.1016/j.ymssp.2021.108164 – volume: 37 issue: 2 year: 2018 ident: 10.1016/j.conbuildmat.2024.139329_bib75 article-title: More than fifty shades of grey: quantitative characterization of defects and interpretation using SNR and CNR publication-title: J. Nondestruct. Eval. doi: 10.1007/s10921-018-0479-z – volume: 21 start-page: 839 issue: 4 year: 2007 ident: 10.1016/j.conbuildmat.2024.139329_bib18 article-title: Strengthening of circular hollow steel tubular sections using high modulus CFRP sheets publication-title: Constr. Build. Mater. doi: 10.1016/j.conbuildmat.2006.06.014 – year: 2024 ident: 10.1016/j.conbuildmat.2024.139329_bib69 article-title: A combined inspection technique for debonding defects in CFRP-strengthened steel structures based on leaky Lamb wave and low-power vibrothermography publication-title: J. Therm. Anal. Calorim. – volume: 59 start-page: 144 year: 2012 ident: 10.1016/j.conbuildmat.2024.139329_bib27 article-title: A comparative study on fatigue behaviour of steel beams retrofitted with welding, pultruded CFRP plates and wet layup CFRP sheets publication-title: Thin-Walled Struct. doi: 10.1016/j.tws.2012.06.002 – volume: 135 year: 2023 ident: 10.1016/j.conbuildmat.2024.139329_bib51 article-title: Multimode infrared thermal-wave imaging in non-destructive testing and evaluation (NDT&E): physical principles, modulated waveform, and excitation heat source publication-title: Infrared Phys. Technol. doi: 10.1016/j.infrared.2023.104993 – volume: 126 year: 2022 ident: 10.1016/j.conbuildmat.2024.139329_bib60 article-title: Experimental and numerical investigation on detection fatigue crack in metallic plate by vibro-thermography publication-title: Infrared Phys. Technol. doi: 10.1016/j.infrared.2022.104347 – volume: 92 start-page: 2137 issue: 9 year: 2010 ident: 10.1016/j.conbuildmat.2024.139329_bib10 article-title: Bond–slip models for double strap joints strengthened by CFRP publication-title: Compos. Struct. doi: 10.1016/j.compstruct.2009.09.042 – volume: 17 start-page: 04013012 issue: 6 year: 2013 ident: 10.1016/j.conbuildmat.2024.139329_bib17 article-title: Preparation and characterization of steel surfaces for adhesive bonding publication-title: J. Compos. Constr. doi: 10.1061/(ASCE)CC.1943-5614.0000387 – volume: 14 issue: 06 year: 2014 ident: 10.1016/j.conbuildmat.2024.139329_bib26 article-title: Tests on Cracked Steel Plates with Different Damage Levels Strengthened by CFRP Laminates publication-title: Int. J. Struct. Stab. Dyn. doi: 10.1142/S0219455414500187 – volume: 109 year: 2020 ident: 10.1016/j.conbuildmat.2024.139329_bib64 article-title: Vibrothermographic spectroscopy with thermal latency compensation for effective identification of local defect resonance frequencies of a CFRP with BVID publication-title: NDT E Int. doi: 10.1016/j.ndteint.2019.102179 – volume: 17 start-page: 365 issue: 6-7 year: 2003 ident: 10.1016/j.conbuildmat.2024.139329_bib5 article-title: The evolution of and the way forward for advanced polymer composites in the civil infrastructure publication-title: Constr. Build. Mater. doi: 10.1016/S0950-0618(03)00038-2 – volume: 17 issue: 12 year: 2017 ident: 10.1016/j.conbuildmat.2024.139329_bib59 article-title: Experimental investigation on the detection of multiple surface cracks using vibrothermography with a low-power piezoceramic actuator publication-title: Sensors doi: 10.3390/s17122705 – volume: 29 start-page: 1808 issue: 8 year: 2007 ident: 10.1016/j.conbuildmat.2024.139329_bib15 article-title: State-of-the-art review on FRP strengthened steel structures publication-title: Eng. Struct. doi: 10.1016/j.engstruct.2006.10.006 – volume: 97 start-page: 59 year: 2018 ident: 10.1016/j.conbuildmat.2024.139329_bib61 article-title: Nonlinear air-coupled thermosonics for fatigue micro-damage detection and localisation publication-title: NDT E Int. doi: 10.1016/j.ndteint.2018.03.012 – volume: 18 issue: 2 year: 2014 ident: 10.1016/j.conbuildmat.2024.139329_bib11 article-title: Behavior of CFRP laminates bonded to a steel substrate using a ductile adhesive publication-title: J. Compos. Constr. doi: 10.1061/(ASCE)CC.1943-5614.0000439 – volume: 27 issue: 3 year: 2018 ident: 10.1016/j.conbuildmat.2024.139329_bib8 article-title: Remote monitoring of bond line defects between a composite panel and a stiffener using distributed piezoelectric sensors publication-title: Smart Mater. Struct. doi: 10.1088/1361-665X/aaa69b – volume: 253 year: 2020 ident: 10.1016/j.conbuildmat.2024.139329_bib34 article-title: Debonding detection in CFRP-reinforced steel structures using anti-symmetrical guided waves publication-title: Compos. Struct. doi: 10.1016/j.compstruct.2020.112813 – volume: 138 year: 2024 ident: 10.1016/j.conbuildmat.2024.139329_bib41 article-title: Simultaneous inspection of multi-kind defects in adhesively bonded CFRP/steel structures by inductive thermography publication-title: Infrared Phys. Technol. doi: 10.1016/j.infrared.2024.105254 – ident: 10.1016/j.conbuildmat.2024.139329_bib29 – volume: 99 issue: 21 year: 2011 ident: 10.1016/j.conbuildmat.2024.139329_bib56 article-title: A local defect resonance to enhance acoustic wave-defect interaction in ultrasonic nondestructive evaluation publication-title: Appl. Phys. Lett. doi: 10.1063/1.3663872 – volume: 145 year: 2023 ident: 10.1016/j.conbuildmat.2024.139329_bib32 article-title: Visualization of defects in CFRP-reinforced steel structures using improved eddy current pulsed thermography publication-title: Autom. Constr. doi: 10.1016/j.autcon.2022.104643 – volume: 20 start-page: 3413 issue: 3 year: 2024 ident: 10.1016/j.conbuildmat.2024.139329_bib45 article-title: A physical-constrained decomposition method of infrared thermography: pseudo restored heat flux approach based on ensemble bayesian variance tensor fraction publication-title: IEEE Trans. Ind. Inform. doi: 10.1109/TII.2023.3293863 – volume: 92 start-page: 345 year: 2018 ident: 10.1016/j.conbuildmat.2024.139329_bib78 article-title: Independent component analysis enhanced pulse thermography for high silicon oxygen phenolic resin (HSOPR) sheet with subsurface defects publication-title: Infrared Phys. Technol. doi: 10.1016/j.infrared.2018.06.027 – volume: 17 start-page: 2 issue: 1 year: 2015 ident: 10.1016/j.conbuildmat.2024.139329_bib37 article-title: Defect size measurement and far distance infrared detection in CFRP-concrete and CFRP-steel systems publication-title: Aust. J. Struct. Eng. doi: 10.1080/13287982.2015.1116177 – volume: 24 start-page: 1682 issue: 9 year: 2010 ident: 10.1016/j.conbuildmat.2024.139329_bib19 article-title: Environmental durability of a CFRP system for strengthening steel structures publication-title: Constr. Build. Mater. doi: 10.1016/j.conbuildmat.2010.02.023 – volume: 75 start-page: 156 issue: 1-4 year: 2006 ident: 10.1016/j.conbuildmat.2024.139329_bib16 article-title: Experimental and finite element analysis of a double strap joint between steel plates and normal modulus CFRP publication-title: Compos. Struct. doi: 10.1016/j.compstruct.2006.04.038 – volume: 284 year: 2022 ident: 10.1016/j.conbuildmat.2024.139329_bib39 article-title: Nondestructive evaluation of carbon fiber reinforced polymer (CFRP)-steel interfacial debonding using eddy current thermography publication-title: Compos. Struct. doi: 10.1016/j.compstruct.2021.115133 – volume: 308 year: 2023 ident: 10.1016/j.conbuildmat.2024.139329_bib31 article-title: Effects of bondline defects on the bond behaviour of CFRP-steel double strap joints publication-title: Compos. Struct. doi: 10.1016/j.compstruct.2023.116682 – volume: 73 start-page: 417 year: 2014 ident: 10.1016/j.conbuildmat.2024.139329_bib49 article-title: Quantitative analysis of plastered mosaics by means of active infrared thermography publication-title: Constr. Build. Mater. doi: 10.1016/j.conbuildmat.2014.09.089 – volume: 36 issue: 1 year: 2016 ident: 10.1016/j.conbuildmat.2024.139329_bib73 article-title: Detection and characterization of local defect resonances arising from delaminations and flat bottom holes publication-title: J. Nondestruct. Eval. doi: 10.1007/s10921-016-0380-6 – ident: 10.1016/j.conbuildmat.2024.139329_bib76 doi: 10.1016/S0263-8223(02)00161-7 – volume: 22 start-page: 4378 issue: 5 year: 2022 ident: 10.1016/j.conbuildmat.2024.139329_bib48 article-title: Detection of debonding defects between radar absorbing material and cfrp substrate by microwave thermography publication-title: IEEE Sens. J. doi: 10.1109/JSEN.2022.3144827 – volume: 102 start-page: 218 year: 2019 ident: 10.1016/j.conbuildmat.2024.139329_bib66 article-title: In-plane local defect resonances for efficient vibrothermography of impacted carbon fiber-reinforced polymers (CFRP publication-title: NDT E Int. doi: 10.1016/j.ndteint.2018.12.005 – volume: 41 issue: 1/2/3/4 year: 2011 ident: 10.1016/j.conbuildmat.2024.139329_bib53 article-title: Delamination detection and impact damage assessment of GLARE by active thermography publication-title: Int. J. Mater. Prod. Technol. doi: 10.1504/IJMPT.2011.040282 – ident: 10.1016/j.conbuildmat.2024.139329_bib13 doi: 10.1260/136943306779369464 – volume: 118 start-page: 216 year: 2016 ident: 10.1016/j.conbuildmat.2024.139329_bib23 article-title: Durability of CFRP strengthened steel circular hollow section member exposed to sea water publication-title: Constr. Build. Mater. doi: 10.1016/j.conbuildmat.2016.04.087 – volume: 24 start-page: 610 year: 2020 ident: 10.1016/j.conbuildmat.2024.139329_bib28 article-title: Numerical investigation of CFRP strengthened RHS members under cyclic loading publication-title: Structures doi: 10.1016/j.istruc.2020.01.041 – volume: 426 year: 2024 ident: 10.1016/j.conbuildmat.2024.139329_bib3 article-title: Influence of elevated temperatures on the bond performance of CFRP-steel lap joints bonded by nanosilica-modified adhesive with mixed curing agents publication-title: Constr. Build. Mater. doi: 10.1016/j.conbuildmat.2024.136131 – volume: 411 year: 2024 ident: 10.1016/j.conbuildmat.2024.139329_bib4 article-title: Enhancing tensile performance and CFRP/steel interface properties of CFRP plates with nano-SiO2 and MWCNTs publication-title: Constr. Build. Mater. doi: 10.1016/j.conbuildmat.2023.134689 – volume: 24 start-page: 2419 issue: 12 year: 2010 ident: 10.1016/j.conbuildmat.2024.139329_bib6 article-title: A review of the present and future utilisation of FRP composites in the civil infrastructure with reference to their important in-service properties publication-title: Constr. Build. Mater. doi: 10.1016/j.conbuildmat.2010.04.062 – volume: 3 issue: 9 year: 2021 ident: 10.1016/j.conbuildmat.2024.139329_bib30 article-title: Defects and uncertainties of adhesively bonded composite joints publication-title: SN Appl. Sci. doi: 10.1007/s42452-021-04753-8 – volume: 12 start-page: 98 issue: 1 year: 2015 ident: 10.1016/j.conbuildmat.2024.139329_bib70 article-title: Highly-efficient and noncontact vibro-thermography via local defect resonance publication-title: Quant. InfraRed Thermogr. J. doi: 10.1080/17686733.2015.1026018 – volume: 44 start-page: 736 issue: 8 year: 2011 ident: 10.1016/j.conbuildmat.2024.139329_bib52 article-title: The sources of heat generation in vibrothermography publication-title: NDT E Int. doi: 10.1016/j.ndteint.2011.07.012 – volume: 10 start-page: 1 issue: 01 year: 2012 ident: 10.1016/j.conbuildmat.2024.139329_bib25 article-title: Effect of fatigue loading on bond strength between CFRP sheets and steel plates publication-title: Int. J. Struct. Stab. Dyn. doi: 10.1142/S0219455410003348 – volume: 109 year: 2020 ident: 10.1016/j.conbuildmat.2024.139329_bib62 article-title: Terahertz imaging and vibro-thermography for impact response in carbon fiber reinforced plastics publication-title: Infrared Phys. Technol. doi: 10.1016/j.infrared.2020.103413 – volume: 97 start-page: 456 year: 2019 ident: 10.1016/j.conbuildmat.2024.139329_bib50 article-title: Application of NDT thermographic imaging of aerospace structures publication-title: Infrared Phys. Technol. doi: 10.1016/j.infrared.2019.02.002 – volume: 84 start-page: 54 year: 2016 ident: 10.1016/j.conbuildmat.2024.139329_bib42 article-title: Research on the fiber lay-up orientation detection of unidirectional CFRP laminates composite using thermal-wave radar imaging publication-title: NDT E Int. doi: 10.1016/j.ndteint.2016.08.002 – volume: 16 start-page: 5160 issue: 8 year: 2020 ident: 10.1016/j.conbuildmat.2024.139329_bib2 article-title: The feature recognition of CFRP subsurface defects using low-energy chirp-pulsed radar thermography publication-title: IEEE Trans. Ind. Inform. doi: 10.1109/TII.2019.2954718 – volume: 37 start-page: 211 year: 2015 ident: 10.1016/j.conbuildmat.2024.139329_bib38 article-title: Thermographic Inspection of CFRP metal hybrid components publication-title: Procedia CIRP doi: 10.1016/j.procir.2015.08.070 |
| SSID | ssj0006262 |
| Score | 2.4722466 |
| Snippet | Carbon fiber reinforced polymers (CFRP) have been used as one of the options to strengthen steel structures through adhesive bonding, particularly in specific... |
| SourceID | crossref elsevier |
| SourceType | Enrichment Source Index Database Publisher |
| StartPage | 139329 |
| SubjectTerms | Bonding interface defects CFRP-steel adhesive structures Low-power vibrothermography Streamlined one-dimensional convolutional denoising autoencoder Thermal signals |
| Title | Enhanced recognition of bonding interface defects within CFRP-steel adhesive structures via thermal signals in low-power vibrothermography |
| URI | https://dx.doi.org/10.1016/j.conbuildmat.2024.139329 |
| Volume | 456 |
| WOSCitedRecordID | wos001367745200001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVESC databaseName: Elsevier SD Freedom Collection Journals 2021 issn: 0950-0618 databaseCode: AIEXJ dateStart: 19950201 customDbUrl: isFulltext: true dateEnd: 99991231 titleUrlDefault: https://www.sciencedirect.com omitProxy: false ssIdentifier: ssj0006262 providerName: Elsevier |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1fb9MwELfKhhA8IP6K8U9G4q3y1DhOUku8TKgTTGia0EDhKbIdZ-sUnDLWss_AR-LTcY4dJ6OgDSQeGlVRfYlzv57Pl7vfIfSSijSVsZJEgSUkTOqMSC0Zge2QlrYU01W9f3yX7e9P85wfjEY_ulqYVZ0ZMz0_54v_qmo4B8q2pbN_oe4gFE7Ad1A6HEHtcLyS4mfm2L3VD7lBziWUTVfAYjtTC2ULplwuh43F2uK_3fcHBJSu67Eoj3Wb1-7oZZewJx-v5sJ6qWDI67HN-rC8yzCqbr6RhW21Bj-Qp2091-chDXbHgtD0VLUt3KTvxz0Gl9k9lrUY9qelnAfs5kufHWCO7CckEs2XLs3YHH0ZID13r132uoXZxzVoy55IJxcClLYljrfO3lazZGhtwXuNXbxkbSFwMYkT0KNp5wNz2bZX2e7HXCTf_mVRDKmKXRbcSTEQVVhRhRN1DW3SLOFgUTd33s7yveAHwFaROqZHN48b6EWfXfiH-_q9dzTweA7voNt-q4J3HMTuopE299CtAYHlffS9AxsegA03FfZgwwFs2IMNO7DhHmy4AxvuwYYBbNiDDXuwgSwcwIbXwPYAfdidHb5-Q3x3D6JiGp0Rxqso4iJKUhXrNBKSlpN4SjUc4bZ4patUWnJHBh6TTMuUciEmIhGiisvKdvB8iDZMY_QjhLliSkRlCZIo04ktx0405axkWZZoNtlC0-6pFspT39sOLHVxqXa3EA1DF47_5SqDXnWqK7wj6xzUAuB5-fDH_3LNJ-hm_y96ijZAY_oZuq5WZ_Ovp889Nn8CKGHO2g |
| linkProvider | Elsevier |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Enhanced+recognition+of+bonding+interface+defects+within+CFRP-steel+adhesive+structures+via+thermal+signals+in+low-power+vibrothermography&rft.jtitle=Construction+%26+building+materials&rft.au=Zhang%2C+Yubin&rft.au=Xu%2C+Changhang&rft.au=Liu%2C+Pengqian&rft.au=Xie%2C+Jing&rft.date=2024-12-20&rft.issn=0950-0618&rft.volume=456&rft.spage=139329&rft_id=info:doi/10.1016%2Fj.conbuildmat.2024.139329&rft.externalDBID=n%2Fa&rft.externalDocID=10_1016_j_conbuildmat_2024_139329 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0950-0618&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0950-0618&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0950-0618&client=summon |