Detecting industrial discharges at an advanced water reuse facility using online instrumentation and supervised machine learning binary classification

Detecting industrial discharges at an advanced water reuse facility using online instrumentation and supervised machine learning binary classification

Industries occasionally discharge slugs of concentrated pollutants to municipal sewers. These industrial discharges can cause challenges at wastewater treatment plants (WWTPs) and reuse systems. For example, elevated total organic carbon that is refractory through biological wastewater treatment inc...

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Bibliographic Details
Main Authors: Kyle A. Thompson, Amos Branch, Tyler Nading, Thomas Dziura, Germano Salazar-Benites, Chris Wilson, Charles Bott, Andrew Salveson, Eric R. V. Dickenson
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-11-01
Series:Frontiers in Water
Subjects:
machine learning
potable reuse
random forest
source control
artificial neural network
data preprocessing
Online Access:https://www.frontiersin.org/articles/10.3389/frwa.2022.1014556/full

Internet

https://www.frontiersin.org/articles/10.3389/frwa.2022.1014556/full

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