Calculation of carbon emissions in wastewater treatment and its neutralization measures: A review

Z Liu, Z Xu, X Zhu, L Yin, Z Yin, X Li, W Zheng - Science of The Total …, 2024 - Elsevier
As the pursuit of “carbon neutrality” gains momentum, the emphasis on low-carbon
solutions, emphasizing energy conservation and resource reuse, has introduced fresh …

[HTML][HTML] Net-zero carbon condition in wastewater treatment plants: A systematic review of mitigation strategies and challenges

M Maktabifard, HE Al-Hazmi, P Szulc… - … and Sustainable Energy …, 2023 - Elsevier
The wastewater sector accounts for up to 7 and 10% of anthropogenic CH 4 and N 2 O
emissions, respectively. Nowadays wastewater treatment plants are going through a …

[HTML][HTML] Deep learning in wastewater treatment: a critical review

M Alvi, D Batstone, CK Mbamba, P Keymer, T French… - Water Research, 2023 - Elsevier
Modelling wastewater processes supports tasks such as process prediction, soft sensing,
data analysis and computer assisted design of wastewater systems. Wastewater treatment …

Deep learning based data-driven model for detecting time-delay water quality indicators of wastewater treatment plant influent

Y Zhang, C Li, H Duan, K Yan, J Wang… - Chemical Engineering …, 2023 - Elsevier
Rapid and accurate detection of time-delayed water quality indicators (WQIs) is the key to
achieving fast feedback regulation of wastewater treatment plants (WWTPs) that enables its …

Machine learning for modeling N2O emissions from wastewater treatment plants: Aligning model performance, complexity, and interpretability

M Khalil, A AlSayed, Y Liu, PA Vanrolleghem - Water Research, 2023 - Elsevier
Nitrous oxide (N 2 O) emissions may account for up to 80% of a wastewater treatment plant's
(WWTP) total carbon footprint. Given the complexity of the pathways involved, estimating N 2 …

Automatic control and optimal operation for greenhouse gas mitigation in sustainable wastewater treatment plants: A review

H Lu, H Wang, Q Wu, H Luo, Q Zhao, B Liu, Q Si… - Science of the Total …, 2023 - Elsevier
In order to promote low-carbon sustainable operational management of the wastewater
treatment plants (WWTPs), automatic control and optimal operation technologies, which …

A review on applications of artificial intelligence in wastewater treatment

Y Wang, Y Cheng, H Liu, Q Guo, C Dai, M Zhao, D Liu - Sustainability, 2023 - mdpi.com
In recent years, artificial intelligence (AI), as a rapidly develo** and powerful tool to solve
practical problems, has attracted much attention and has been widely used in various areas …

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 …

An algorithm for selecting a machine learning method for predicting nitrous oxide emissions in municipal wastewater treatment plants

B Szeląg, E Zaborowska, J Mąkinia - Journal of Water Process Engineering, 2023 - Elsevier
This study presents an advanced algorithm for selecting machine learning (ML) models for
nitrous oxide (N 2 O) emission prediction in wastewater treatment plants (WWTPs) …

How to provide nitrite robustly for anaerobic ammonium oxidation in mainstream nitrogen removal

K Wang, J Li, X Gu, H Wang, X Li… - … Science & Technology, 2023 - ACS Publications
Innovation in decarbonizing wastewater treatment is urgent in response to global climate
change. The practical implementation of anaerobic ammonium oxidation (anammox) …