Detection of water quality failure events at treatment works using a hybrid two-stage method with CUSUM and random forest algorithms

Near-real-time event detection is crucial for water utilities to be able to detect failure events in their water treatment works (WTW) quickly and efficiently. This paper presents a new method for an automated, near-real-time recognition of failure events at WTWs by the application of combined stati...

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Bibliographic Details
Main Authors: Gerald Riss, Michele Romano, Fayyaz Ali Memon, Zoran Kapelan
Format: Article
Language:English
Published: IWA Publishing 2021-09-01
Series:Water Supply
Subjects:
Online Access:http://ws.iwaponline.com/content/21/6/3011