Publications

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Publications

Pre-treatment optimization to reduce membrane fouling during produced water treatment with an integrated FO-MD system

Year: 2025 DOI:https://doi.org/10.1016/j.sctalk.2025.100467

Authors: Muhammad Saqib Nawaz, Sofiane Soukane, Muhammad Bilal Asif, Veerabhadraiah Gudideni, Sultan Alrubaish, Noreddine Ghaffour

Pre-treatment
Real produced water
Ion-exchange resins
Ultrafiltration
Forward osmosis
Membrane distillation (MD)

Harnessing machine learning for transmembrane pressure prediction in MBR systems during textile wastewater treatment

Year: 2025 DOI:https://doi.org/10.1016/j.dwt.2025.101238

Authors: Onaira Zahoor, Sher Jamal Khan, Muhammad Usama, Henry J. Tanudjaja, Noreddine Ghaffour, Muhammad Saqib Nawaz

Machine learning models
Transmembrane pressure
Textile wastewater treatment
Extra polymeric substances
Membrane bioreactor

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