Leak Localization Using Autoencoders and Shapley Values

This study outlines the use of a game theoretic approach for preliminary leak localization in water distribution networks. The proposed method consists of an autoencoder model at its core, trained to reconstruct input pressure signals recorded during nominal operation. Any significant change in the...

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Bibliographic Details
Main Authors: Prasanna Mohan Doss, Marius Møller Rokstad, Franz Tscheikner-Gratl
Format: Article
Language:English
Published: MDPI AG 2024-09-01
Series:Engineering Proceedings
Subjects:
Online Access:https://www.mdpi.com/2673-4591/69/1/92
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