Ensemble-based machine learning approach for improved leak detection in water mains

Ensemble-based machine learning approach for improved leak detection in water mains

This paper presents an acoustic leak detection system for distribution water mains using machine learning methods. The problem is formulated as a binary classifier to identify leak and no-leak cases using acoustic signals. A supervised learning methodology has been employed using several detection f...

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Bibliographic Details
Main Authors: Thambirajah Ravichandran, Keyhan Gavahi, Kumaraswamy Ponnambalam, Valentin Burtea, S. Jamshid Mousavi
Format: Article
Language:English
Published: IWA Publishing 2021-03-01
Series:Journal of Hydroinformatics
Subjects:
acoustic features
leak detection
machine learning
multi-strategy ensemble learning
Online Access:http://jh.iwaponline.com/content/23/2/307

Internet

http://jh.iwaponline.com/content/23/2/307

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