Browsing Civil & Architectural Engineering by Author "Jawad, Jasir"
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Artificial neural network modeling of wastewater treatment and desalination using membrane processes: A review
Jawad, Jasir; Hawari, Alaa H.; Javaid Zaidi, Syed ( Elsevier , 2021 , Article Review)The freshwater scarcity is causing a major challenge due to the growing global population. The brackish water and seawater are the biggest sources of water on the planet. Therefore, using desalination and water treatment ... -
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
Jawad, Jasir; Hawari, Alaa H.; Zaidi, Syed J. ( MDPI AG , 2021 , Article)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) ... -
Modeling of forward osmosis process using artificial neural networks (ANN) to predict the permeate flux
Jawad, Jasir; Hawari, Alaa H.; Zaidi, Syed ( Elsevier , 2020 , Article)Artificial neural networks (ANN) are black box models that are becoming more popular than transport-based models due to their high accuracy and less computational time in predictions. The literature shows a lack of ANN ... -
The influence of aeration scheme and aeration rate on the permeate flux for wastewater treatment using membrane bioreactors: Experimental and artificial neural network modeling
Jawad, Jasir; Hawari, Alaa H.; Zaidi, Syed Javaid; Almukdad, Abdulkarim ( Desalination Publications , 2021 , Article)In this paper, the effect of time, aeration scheme, aeration rate, and mixed liquor suspended solid (MLSS) concentration on the permeate flux in membrane bioreactors have been studied. Aeration rates of 0.5, 1.0, and 1.5 ...