Comparison of Statistical and Machine Learning Models for Pipe Failure Modeling in Water Distribution Networks

The application of statistical and Machine Learning models plays a critical role in planning and decision support processes for efficient and reliable Water Distribution Network (WDN) management. Failure models can provide valuable information for prioritizing system rehabilitation even in data scar...

Full description

Bibliographic Details
Main Authors: Mónica Marcela Giraldo-González, Juan Pablo Rodríguez
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Water
Subjects:
Online Access:https://www.mdpi.com/2073-4441/12/4/1153