Inicio  /  Infrastructures  /  Vol: 7 Par: 6 (2022)  /  Artículo
ARTÍCULO
TITULO

Development of Soundness Diagnostic Model for Concrete Slab Using Bridge Inspection Data

Takahiro Minami    
Tomotaka Fukuoka    
Mai Yoshikura    
Taiki Suwa and Makoto Fujiu    

Resumen

With the aging of bridges, the efficiency of periodic inspections has become a problem. As issues with the continuing close visual inspection of bridges are surfacing, remote imaging systems are expected to become a new inspection method that replaces close visual inspection. The objective of the study is to develop a classification model of countermeasure categories using the results of past periodic inspections of bridges conducted by skilled inspectors. Focusing on concrete slabs, a model was constructed to classify the countermeasure categories based on the characteristics of the damage maps by random forest classification. As a result, it was possible to classify two classes of countermeasure categories with a macro-average precision rate of about 88%. It became clear that the degree of crack development and the number of cracks are the most important factors in the classification of judgment categories.

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