Explainable ensemble learning framework for estimating corrosion rate in suspension bridge main cables

Ensuring the safe operation of suspension bridges is paramount to prevent unwanted events that can cause failures. Therefore, it is crucial to continuously monitor their operational status to uphold safety and reliability levels. However, natural deterioration caused by the surrounding environment,...

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Bibliographic Details

Published in:	Results in Engineering
Main Authors:	Alejandro Jimenez Rios, Mohamed El Amine Ben Seghier, Vagelis Plevris, Jian Dai
Format:	Article
Language:	English
Published:	Elsevier 2024-09-01
Subjects:	Suspension bridges Main cables Annual corrosion rate Ensemble learning models Regression techniques Shapley additive explanations
Online Access:	http://www.sciencedirect.com/science/article/pii/S2590123024009782