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Viability of bridge inspectors determining defect ratings using photographic images

Research output: Contribution to journalArticle (Academic Journal)peer-review

4 Citations (Scopus)
179 Downloads (Pure)

Abstract

The visual inspection of bridges is a major undertaking for asset owners and operators. In the UK, visual inspections require inspectors to visit bridges on-site and often at night and in unfavourable weather conditions. Therefore, it would be beneficial to move some of the visual inspection process off-site. This paper studies whether the defect classification aspects of the inspection process could be conducted remotely using photographs. This study examines the defect ratings assigned by ten survey participants who were tasked with examining photographs from visual inspections of ten UK bridges. The survey results were compared with the results from the general inspections previously carried out for the bridges in question. From this dataset, the differences in the ratings given and the extent to which defects are missed were examined. The results show that a higher number of defects were identified for a given bridge by the remote inspectors. Statistical analysis shows that aggregated defects rated by off-site inspectors tend to be more severe and of a higher priority rating compared to those from the on site inspectors. The results also indicate that there is closer agreement between on-site and off-site inspectors for defects of a higher severity rating.
Original languageEnglish
Pages (from-to)144–156
Number of pages13
JournalInfrastructure Asset Management
Volume10
Issue number3
Early online date16 Jun 2023
DOIs
Publication statusPublished - 1 Sept 2023

Bibliographical note

Publisher Copyright:
© 2023 Emerald Publishing Limited: All rights reserved.

Keywords

  • Bridges
  • Monitoring
  • Service Life

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  • Development of a schema for the remote inspection of bridges

    Nepomuceno, D., Bennetts, J., Pregnolato, M., Tryfonas, T. & Vardanega, P. J., 1 Feb 2025, In: Proceedings of the ICE - Bridge Engineering. 178, 1, p. 36–51 16 p., 2200027.

    Research output: Contribution to journalArticle (Academic Journal)peer-review

    Open Access
    File
    7 Citations (Scopus)
    158 Downloads (Pure)
  • A review of recent research on visual inspection processes for bridges and the potential uses of AI

    Vardanega, P. J., Tryfonas, T., Gavriel, G., Nepomuceno, D., Pregnolato, M. & Bennetts, J., 12 Jul 2024, Bridge Maintenance, Safety, Management, Digitalization and Sustainability: Proceedings of the 12th International Conference on Bridge Maintenance, Safety and Management, 24-28 June 2024, Copenhagen, Denmark. Jensen, J. S., Frangopol, D. M. & Schmidt, J. W. (eds.). 1st ed. Abingdon, Oxon: CRC Press/Balkema, Taylor & Francis Group, p. 3573-3580 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

    Open Access
    File
    4 Citations (Scopus)
    144 Downloads (Pure)

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