Artificial Neural Networks to Forecast Failures in Water Supply Pipes

Artificial Neural Networks to Forecast Failures in Water Supply Pipes

The water supply networks of many countries are experiencing a drastic increase in the number of pipe failures. To reverse this tendency, it is essential to optimise the replacement plans of pipes. For this reason, companies demand pioneering techniques to predict which pipes are more prone to fail....

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Bibliographic Details
Main Authors: Alicia Robles-Velasco, Cristóbal Ramos-Salgado, Jesús Muñuzuri, Pablo Cortés
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Sustainability
Subjects:
artificial neural networks
water supply system
pipe failures
prediction
machine learning
sampling methods
Online Access:https://www.mdpi.com/2071-1050/13/15/8226

Internet

https://www.mdpi.com/2071-1050/13/15/8226

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