Solar energy-driven desalination: A renewable solution for climate change mitigation and advancing sustainable development goals

RVS Madhuri, Z Said, I Ihsanullah, R Sathyamurthy - Desalination, 2025 - Elsevier
Solar-powered water desalination offers a sustainable solution to two of today's critical
challenges: climate change and water scarcity. This review article critically examines various …

[HTML][HTML] Machine learning models of intermittent operation of RO wellhead water treatment for salinity reduction and nitrate removal

Y Zhou, N Marki, B Khan, C Aguilar, Y Jarma, Y Cohen - Desalination, 2024 - Elsevier
Abstract Machine learning models were developed for the intermittent multi-mode operation
of a wellhead reverse osmosis water purification and desalination system to predict salt …

Desalination Powered by Renewables: A Challenge and an AI Opportunity

T Chekifi, A Benmoussa, M Boukraa - Water Resources Management, 2024 - Springer
Renewable energy sources such as solar, wind, and geothermal hold significant promise for
desalination, particularly in remote regions where access to conventional power sources …

Optimizing sustainable desalination plants with advanced ML-based uncertainty analysis

SI Abba, J Usman, A Bafaqeer, BA Salami… - Applied Soft …, 2025 - Elsevier
Reliable, cutting-edge environmental research and innovative solutions to critical
environmental challenges are essential for a sustainable future. The desalination industry is …

Machine learning-assisted performance prediction from the synthesis conditions of nanofiltration membranes

B Sutariya, P Sarkar, PD Indurkar, S Karan - Separation and Purification …, 2025 - Elsevier
Optimizing membrane fabrication conditions, including monomer and catalyst
concentrations, reaction time, etc., is crucial for achieving high-performance membranes …

Enhancing Seawater Reverse Osmosis Desalination Efficiency Using Digital Twins and Machine Learning

A Daaboub, L Echeverria Rovira… - Artificial Intelligence …, 2024 - ebooks.iospress.nl
The future faces escalating water scarcity due to population growth, climate change, and
inefficient resource management. Therefore, innovative solutions for sustainable access and …