Integrated intelligent models for predicting water pipe failure probability

Integrated intelligent models for predicting water pipe failure probability

Sustainable management of water distribution networks (WDNs) is essential to ensure the continuous supply of water. However, the water pipes in WDNs often experience unprecedented failure, which causes disruption in services, flooding, increased maintenance costs, and reduced water quality. Although...

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Bibliographic Details
Main Authors: Ridwan Taiwo, Tarek Zayed, Mohamed El Amine Ben Seghier
Format: Article
Language:English
Published: Elsevier 2024-01-01
Series:Alexandria Engineering Journal
Subjects:
Water distribution network
Failure probability
Logistic regression
Machine learning
Genetic algorithm
SHapley Additive exPlanations
Online Access:http://www.sciencedirect.com/science/article/pii/S1110016823010360

Internet

http://www.sciencedirect.com/science/article/pii/S1110016823010360

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