Input variable selection using machine learning and global sensitivity methods for the control of sludge bulking in a wastewater treatment plant

Computers & Chemical Engineering ◽

10.1016/j.compchemeng.2021.107493 ◽

2021 ◽

pp. 107493

Author(s):

Nadja Hvala ◽

Juš Kocijan

Keyword(s):

Machine Learning ◽

Wastewater Treatment ◽

Variable Selection ◽

Wastewater Treatment Plant ◽

Treatment Plant ◽

Global Sensitivity ◽

Sludge Bulking

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Comparative study on total nitrogen prediction in wastewater treatment plant and effect of various feature selection methods on machine learning algorithms performance

Journal of Water Process Engineering ◽

10.1016/j.jwpe.2021.102033 ◽

2021 ◽

Vol 41 ◽

pp. 102033

Author(s):

Faramarz Bagherzadeh ◽

Mohamad-Javad Mehrani ◽

Milad Basirifard ◽

Javad Roostaei

Keyword(s):

Machine Learning ◽

Feature Selection ◽

Wastewater Treatment ◽

Comparative Study ◽

Total Nitrogen ◽

Wastewater Treatment Plant ◽

Learning Algorithms ◽

Treatment Plant ◽

Machine Learning Algorithms ◽

Selection Methods

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Prediction of effluent concentration in a wastewater treatment plant using machine learning models

Journal of Environmental Sciences ◽

10.1016/j.jes.2015.01.007 ◽

2015 ◽

Vol 32 ◽

pp. 90-101 ◽

Cited By ~ 45

Author(s):

Hong Guo ◽

Kwanho Jeong ◽

Jiyeon Lim ◽

Jeongwon Jo ◽

Young Mo Kim ◽

...

Keyword(s):

Machine Learning ◽

Wastewater Treatment ◽

Wastewater Treatment Plant ◽

Treatment Plant ◽

Learning Models ◽

Effluent Concentration ◽

Machine Learning Models

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Machine learning application reveal dynamic interaction of polyphosphate-accumulating organism in full-scale wastewater treatment plant

Journal of Water Process Engineering ◽

10.1016/j.jwpe.2021.102417 ◽

2021 ◽

Vol 44 ◽

pp. 102417

Author(s):

Seungdae Oh ◽

Youngjun Kim

Keyword(s):

Machine Learning ◽

Wastewater Treatment ◽

Wastewater Treatment Plant ◽

Treatment Plant ◽

Dynamic Interaction ◽

Full Scale

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A Study to Target Energy Consumption in Wastewater Treatment Plant using Machine Learning Algorithms

31st European Symposium on Computer Aided Process Engineering - Computer Aided Chemical Engineering ◽

10.1016/b978-0-323-88506-5.50233-3 ◽

2021 ◽

pp. 1511-1516

Author(s):

Akash Das ◽

Piyush Kumar Kumawat ◽

Nitin Dutt Chaturvedi

Keyword(s):

Machine Learning ◽

Wastewater Treatment ◽

Energy Consumption ◽

Wastewater Treatment Plant ◽

Learning Algorithms ◽

Treatment Plant ◽

Machine Learning Algorithms ◽

Target Energy

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Sludge bulking impact on relevant bacterial populations in a full-scale municipal wastewater treatment plant

Process Biochemistry ◽

10.1016/j.procbio.2014.08.005 ◽

2014 ◽

Vol 49 (12) ◽

pp. 2258-2265 ◽

Cited By ~ 30

Author(s):

Juan Wang ◽

Qian Li ◽

Rong Qi ◽

Valter Tandoi ◽

Min Yang

Keyword(s):

Wastewater Treatment ◽

Wastewater Treatment Plant ◽

Municipal Wastewater ◽

Treatment Plant ◽

Full Scale ◽

Municipal Wastewater Treatment ◽

Bacterial Populations ◽

Municipal Wastewater Treatment Plant ◽

Sludge Bulking

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Machine-learning insights into nitrate-reducing communities in a full-scale municipal wastewater treatment plant

Journal of Environmental Management ◽

10.1016/j.jenvman.2021.113795 ◽

2021 ◽

Vol 300 ◽

pp. 113795

Author(s):

Youngjun Kim ◽

Seungdae Oh

Keyword(s):

Machine Learning ◽

Wastewater Treatment ◽

Wastewater Treatment Plant ◽

Municipal Wastewater ◽

Treatment Plant ◽

Full Scale ◽

Municipal Wastewater Treatment ◽

Municipal Wastewater Treatment Plant

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Forecasting effluent and performance of wastewater treatment plant using different machine learning techniques

Journal of Water Process Engineering ◽

10.1016/j.jwpe.2021.102380 ◽

2021 ◽

Vol 44 ◽

pp. 102380

Author(s):

Mustafa El-Rawy ◽

Mahmoud Khaled Abd-Ellah ◽

Heba Fathi ◽

Ahmed Khaled Abdella Ahmed

Keyword(s):

Machine Learning ◽

Wastewater Treatment ◽

Wastewater Treatment Plant ◽

Treatment Plant ◽

Machine Learning Techniques ◽

Learning Techniques ◽

And Performance

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MACHINE LEARNING AS A DECISION SUPPORT TOOL FOR WASTEWATER TREATMENT PLANT OPERATION

Water Resources Management X ◽

10.2495/wrm190101 ◽

2019 ◽

Author(s):

THIBAULT MERCIER ◽

ABEL DEMBELE ◽

THIERRY DENOEUX ◽

PASCAL BLANC

Keyword(s):

Machine Learning ◽

Wastewater Treatment ◽

Decision Support ◽

Wastewater Treatment Plant ◽

Treatment Plant ◽

Decision Support Tool ◽

Support Tool ◽

Plant Operation

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Machine Learning for Prediction of Inorganic Nitrogenous Compounds Concentration in Swine Wastewater Treatment Plant Effluent

Nihon Yoton Gakkaishi ◽

10.5938/youton.58.2_65 ◽

2021 ◽

Vol 58 (2) ◽

pp. 65-79

Author(s):

Yasuo TANAKA

Keyword(s):

Machine Learning ◽

Wastewater Treatment ◽

Wastewater Treatment Plant ◽

Treatment Plant ◽

Swine Wastewater ◽

Nitrogenous Compounds ◽

Wastewater Treatment Plant Effluent

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Dynamics of the microfauna community in a full-scale municipal wastewater treatment plant experiencing sludge bulking

European Journal of Protistology ◽

10.1016/j.ejop.2013.03.001 ◽

2013 ◽

Vol 49 (4) ◽

pp. 491-499 ◽

Cited By ~ 14

Author(s):

Bo Hu ◽

Rong Qi ◽

Wei An ◽

Muqi Xu ◽

Yu Zhang ◽

...

Keyword(s):

Wastewater Treatment ◽

Wastewater Treatment Plant ◽

Municipal Wastewater ◽

Treatment Plant ◽

Full Scale ◽

Municipal Wastewater Treatment ◽

Municipal Wastewater Treatment Plant ◽

Sludge Bulking

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