Artificial neural network modeling for the prediction, estimation, and treatment of diverse wastewaters: a comprehensive review and future perspective
The application of artificial neural networks (ANNs) in the treatment of wastewater has
achieved increasing attention, as it enhances the efficiency and sustainability of wastewater …
achieved increasing attention, as it enhances the efficiency and sustainability of wastewater …
Machine learning for the advancement of membrane science and technology: A critical review
Abstract Machine learning (ML) has been rapidly transforming the landscape of natural
sciences and has the potential to revolutionize the process of data analysis and hypothesis …
sciences and has the potential to revolutionize the process of data analysis and hypothesis …
Effective design of sustainable energy productivity based on the experimental investigation of the humidification-dehumidification-desalination system using hybrid …
Reliable and cost-effective industrial-based sustainable desalination technologies are
crucial for efficient and effective desalination of saline water. Seawater desalination …
crucial for efficient and effective desalination of saline water. Seawater desalination …
Estimation and sensitivity analysis of fouling resistance in phosphoric acid/steam heat exchanger using artificial neural networks and regression methods
R Jradi, C Marvillet, MR Jeday - Scientific Reports, 2023 - nature.com
One of the most frequent problem in phosphoric acid concentration plant is the heat
exchanger build-up. This problem causes a reduction of the performance of this equipment …
exchanger build-up. This problem causes a reduction of the performance of this equipment …
[HTML][HTML] Utilising Artificial Intelligence to Predict Membrane Behaviour in Water Purification and Desalination
Water scarcity is a critical global issue, necessitating efficient water purification and
desalination methods. Membrane separation methods are environmentally friendly and …
desalination methods. Membrane separation methods are environmentally friendly and …
[HTML][HTML] Membrane Technologies for Sustainable Development Goals: A Critical Review of Bright Horizons
With the emergence of global challenges, sustainability has become a pivotal element in the
world's development agendas. To achieve global development, 17 sustainability …
world's development agendas. To achieve global development, 17 sustainability …
Insight into soft chemometric computational learning for modelling oily-wastewater separation efficiency and permeate flux of polypyrrole-decorated ceramic-polymeric …
Reliable modeling of oily wastewater emphasizes the paramount importance of sustainable
and health-conscious wastewater management practices, which directly aligns with the …
and health-conscious wastewater management practices, which directly aligns with the …
Prediction of membrane flux in membrane bioreactors through dimensionless analysis and correlations
M Liu, B Liao - Journal of Membrane Science, 2025 - Elsevier
Abstract Membrane flux (J, m 3/m 2· s) is a key design and operation parameter of
membrane bioreactor (MBR) wastewater treatment plants. In this study, the impact of mixed …
membrane bioreactor (MBR) wastewater treatment plants. In this study, the impact of mixed …
Comprehensive updates on recent advances, fouling mechanisms, and future perspectives of nanofiltration
Nanofiltration (NF) has gained significant recognition for various industrial applications.
However, NF faces challenges, such as membrane fouling, thermal stability, and …
However, NF faces challenges, such as membrane fouling, thermal stability, and …
Robust intelligent paradigms for estimating fouling in phosphoric acid/steam heat exchanger
R Jradi, C Marvillet, MR Jeday - Energy, 2025 - Elsevier
Heat exchanger fouling has several adverse effects on the performance of chemical process
industry, including reducing operating cycles, deterioration of apparatus and increase …
industry, including reducing operating cycles, deterioration of apparatus and increase …