Detection of emergent leaks using machine learning approaches

Detection of emergent leaks using machine learning approaches

In this work, we focus on the detection of leaks occurring in district metered areas (DMAs). Those leaks are observable as a number of time-related deviations from zone patterns over days or weeks. While they are detectable given enough time, due to the huge cost of water loss resulting from an unde...

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Bibliographic Details
Main Authors: P. Głomb, M. Cholewa, W. Koral, A. Madej, M. Romaszewski
Format: Article
Language:English
Published: IWA Publishing 2023-06-01
Series:Water Supply
Subjects:
water leak detection
anomaly detection in time series
machine learning
Online Access:http://ws.iwaponline.com/content/23/6/2370

Internet

http://ws.iwaponline.com/content/23/6/2370

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