Machine learning approach for predicting bridge components’ condition ratings

Information on bridge condition rating is critical to make decisions regarding rehabilitation or replacement of bridges. Currently, bridge components’ condition ratings are evaluated manually using inspection reports. Markov chain and Petri net models are most commonly used for predicting future val...

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Bibliographic Details
Main Authors: Md. Manik Mia, Sabarethinam Kameshwar
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-10-01
Series:Frontiers in Built Environment
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fbuil.2023.1254269/full