Viability of bridge inspectors determining defect ratings using photographic images

IF 1.9 Q3 MANAGEMENT Infrastructure Asset Management Pub Date : 2023-06-16 DOI:10.1680/jinam.23.00004
D. Nepomuceno, P. J. Vardanega, M. Pregnolato, T. Tryfonas, J. Bennetts
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引用次数: 1

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.
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桥梁检查员使用摄影图像确定缺陷等级的可行性
对桥梁进行目视检查是资产所有者和经营者的一项重要工作。在英国,目视检查要求检查员在夜间和恶劣的天气条件下实地检查桥梁。因此,将一些目视检查过程移出现场将是有益的。本文研究了检测过程的缺陷分类方面是否可以使用照片远程进行。这项研究检查了十个调查参与者分配的缺陷评级,他们的任务是检查10座英国桥梁的视觉检查照片。调查结果与先前对有关桥梁进行的一般检查结果进行了比较。从这个数据集,在给出的评级和缺陷被遗漏的程度上的差异被检查。结果表明,远程检测人员对给定桥梁的缺陷识别率较高。统计分析表明,与现场检查人员相比,由非现场检查人员评定的聚合缺陷往往更严重,并且具有更高的优先级。结果还表明,对于严重程度较高的缺陷,现场检查人员和非现场检查人员之间有更紧密的共识。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
2.70
自引率
14.30%
发文量
18
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