Jung, Y; Oh, H and Jeong, M M (2019) An approach to automated detection of structural failure using chronological image analysis in temporary structures. International Journal of Construction Management, 19(2), pp. 178-185. ISSN 1562-3599
Abstract
This study explores new technologies for detecting structural failures in temporary structures by applying image processing techniques for the automated detection of structural failures. Temporary structures provide support for permanent structures during construction and serve as work platforms for construction workers, but most standards for temporary structures are voluntary. Design and construction considerations, therefore, are thus left to individual engineering judgement. The new approach utilizes a series of chronological digital images to detect incipient structural instability during the construction process. Any structural deformation becomes a measurable variable through image analysis and can serve as a measurable harbinger of structural failure. The proposed technology matches images in the series with their predecessors to highlight and locate differences in the structure. The small-scale experiment conducted and validated that the proposed methodology shows great potential for detecting micro changes that are too small to be detected by eye. The chronological images are expected to provide a coherent and persistent structural deficiency data-set that can be applied to diagnose physical forms of failure at an early stage of deformation, defining a clear starting point for rehabilitation and enabling structural engineers to draft and implement a comprehensive plan to address incipient problems in temporary structures.
| Item Type: | Article |
|---|---|
| Uncontrolled Keywords: | automated detection; construction safety; image processing; structural failure; structural health monitoring; temporary structures |
| Index terms: | experiment, construction process, methodology, structural engineer, deformation, construction safety, image processing, platform, new technology, design and construction, monitoring, construction worker |
| Subjects: | control systems, practitioner, data collection methods, profession, innovation and technology management, contractual arrangements, digital design, computer vision, material properties and characteristics, research methods, environmental health, building construction |
| Topics: | Roles and Professions, Procurement, Sustainability, Research Practice, Construction Materials, Engineering Principles, Site Management, Digital Applications |
| Descriptive scope: | 4 PCTE |
N.B. Descriptive scope is a count of how many of the five facets of empirical research are indicated by the words used in title, abstract and keywords. It is not intended as a judgement on the research; merely a count of the kind of word we would expect to indicate Phenomenon, Concepts, Theoretical framing, Empirical techniques, Analytical techniques. If all five are present, then a code of “5 PCTEA” will indicate this. If you feel the coding for this record is questionable, we welcome discussion around the terms we matched or the way we categorized them. The facet you would expect may not be coded, or a facet may be coded inappropriately. This can also bear on a larger question, of which facets should be treated as defining in construction management research. Please get in touch, and we will look at it. More details here