Modeling and Sensitivity Analysis of the Forward Osmosis Process to Predict Membrane Flux Using a Novel Combination of Neural Network and Response Surface Methodology Techniques

Modeling and Sensitivity Analysis of the Forward Osmosis Process to Predict Membrane Flux Using a Novel Combination of Neural Network and Response Surface Methodology Techniques

The forward osmosis (FO) process is an emerging technology that has been considered as an alternative to desalination due to its low energy consumption and less severe reversible fouling. Artificial neural networks (ANNs) and response surface methodology (RSM) have become popular for the modeling an...

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Bibliographic Details
Main Authors: Jasir Jawad, Alaa H. Hawari, Syed Javaid Zaidi
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Membranes
Subjects:
artificial neural network
forward osmosis
water treatment
desalination
response surface methodology
Online Access:https://www.mdpi.com/2077-0375/11/1/70

Internet

https://www.mdpi.com/2077-0375/11/1/70

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