A review of computational modeling in wastewater treatment processes

MS Duarte, G Martins, P Oliveira, B Fernandes… - ACS Es&t …, 2023 - ACS Publications
Wastewater treatment companies are facing several challenges related to the optimization of
energy efficiency, meeting more restricted water quality standards, and resource recovery …

Data-derived soft-sensors for biological wastewater treatment plants: An overview

H Haimi, M Mulas, F Corona, R Vahala - Environmental modelling & …, 2013 - Elsevier
This paper surveys and discusses the application of data-derived soft-sensing techniques in
biological wastewater treatment plants. Emphasis is given to an extensive overview of the …

[HTML][HTML] A machine learning framework to improve effluent quality control in wastewater treatment plants

D Wang, S Thunéll, U Lindberg, L Jiang, J Trygg… - Science of the total …, 2021 - Elsevier
Due to the intrinsic complexity of wastewater treatment plant (WWTP) processes, it is always
challenging to respond promptly and appropriately to the dynamic process conditions in …

[BOG][B] Guidelines for using activated sludge models

L Rieger, S Gillot, G Langergraber, T Ohtsuki, A Shaw… - 2012 - books.google.com
Mathematical modelling of activated sludge systems is used widely for plant design,
optimisation, training, controller design and research. The quality of simulation studies …

[HTML][HTML] Genetic programming expressions for effluent quality prediction: Towards AI-driven monitoring and management of wastewater treatment plants

A Elsayed, M Ghaith, A Yosri, Z Li… - Journal of Environmental …, 2024 - Elsevier
Continuous effluent quality prediction in wastewater treatment processes is crucial to
proactively reduce the risks to the environment and human health. However, wastewater …

Critical review of activated sludge modeling: state of process knowledge, modeling concepts, and limitations

H Hauduc, L Rieger, A Oehmen… - Biotechnology and …, 2013 - Wiley Online Library
This work critically reviews modeling concepts for standard activated sludge wastewater
treatment processes (eg, hydrolysis, growth and decay of organisms, etc.) for some of the …

Global sensitivity analysis in wastewater applications: A comprehensive comparison of different methods

A Cosenza, G Mannina, PA Vanrolleghem… - … modelling & software, 2013 - Elsevier
Three global sensitivity analysis (GSA) methods are applied and compared to assess the
most relevant processes occurring in wastewater treatment systems. In particular, the …

Efficiency criteria for environmental model quality assessment: A review and its application to wastewater treatment

H Hauduc, MB Neumann, D Muschalla… - … Modelling & Software, 2015 - Elsevier
In various cases in environmental modeling, modelers need to account for multiple variables
and multiple objectives in systems with many processes occurring at different time scales. To …

Data-driven water quality prediction for wastewater treatment plants

HA Afan, WHMW Mohtar, F Khaleel, AH Kamel… - Heliyon, 2024 - cell.com
Monitoring and managing wastewater treatment plants (WWTPs) is crucial for environmental
protection. The presection of the quality of treated water is essential for energy efficient …

Carbon and nutrient biological removal in a University of Cape Town membrane bioreactor: Analysis of a pilot plant operated under two different C/N ratios

G Mannina, M Capodici, A Cosenza… - Chemical Engineering …, 2016 - Elsevier
The effect of the carbon-to-nitrogen (C/N) ratio variation in a University of Cape Town
Membrane bioreactor (UCT-MBR) was investigated. The experimental campaign was …