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1.
Automated crack classification for the CERN underground tunnel infrastructure using deep learning / Brien, Darragh O (University Coll., Cork) ; Andrew Osborne, John (CERN) ; Perez-Duenas, Eliseo (CERN) ; Cunningham, Roddy (CERN) ; Li, Zili (University Coll., Cork)
One early sign of tunnel structure deterioration originates in the form of cracking, and therefore crack detection and resultant classification is integral for tunnel structural inspection and maintenance. Conventionally tunnel cracks are manually recorded and classified by trained professionals, which is costly, time-consuming and inevitably subjective. [...]
2023 - Published in : Tunnell. Underground Space Technol. 131 (2023) 104668
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2.
Automated pixel-level crack monitoring system for large-scale underground infrastructure – A case study at CERN / Ouyang, Aohui (CERN ; University Coll., Cork) ; Di Murro, Vanessa (CERN) ; Cull, Martin (CERN) ; Cunningham, Roddy (CERN) ; Osborne, John Andrew (CERN) ; Li, Zili (University Coll., Cork)
In concrete tunnel linings, cracks usually appear and develop as an early sign of structural degradation prior to severe intolerable serviceability damage. The monitoring and assessment of crack spatial distribution can highlight long-term tunnel structural behavior and facilitate tunnel maintenance. [...]
2023 - 16 p. - Published in : Tunnell. Underground Space Technol. Trenchless Technol. Res. 140 (2023) 105310 Fulltext: PDF;
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