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...
Main Authors: | , , , |
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Format: | Article |
Language: | English |
Published: |
IWA Publishing
2021-09-01
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Series: | Water Supply |
Subjects: | |
Online Access: | http://ws.iwaponline.com/content/21/6/3011 |