Machine Learning and Simulation-Optimization Coupling for Water Distribution Network Contamination Source Detection

Machine Learning and Simulation-Optimization Coupling for Water Distribution Network Contamination Source Detection

This paper presents and explores a novel methodology for solving the problem of a water distribution network contamination event, which includes determining the exact source of contamination, the contamination start and end times and the injected contaminant concentration. The methodology is based o...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron: Luka Grbčić, Lado Kranjčević, Siniša Družeta
Fformat: Erthygl
Iaith:English
Cyhoeddwyd: MDPI AG 2021-02-01
Cyfres:Sensors
Pynciau:
random forests
water network contamination
simulation-optimization
machine learning
pollution source identification
fireworks algorithm
Mynediad Ar-lein:https://www.mdpi.com/1424-8220/21/4/1157

Rhyngrwyd

https://www.mdpi.com/1424-8220/21/4/1157

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