Artificial neural network modeling of wastewater treatment and desalination using membrane processes: A 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 …
The brackish water and seawater are the biggest sources of water on the planet. Therefore …
Artificial intelligence as a sustainable tool in wastewater treatment using membrane bioreactors
Efforts are currently in progress to commercialize membrane bioreactor (MBR) technologies
already developed at laboratory and pilot scale. To attain this goal, the efficiency of MBRs …
already developed at laboratory and pilot scale. To attain this goal, the efficiency of MBRs …
Machine learning: new ideas and tools in environmental science and engineering
The rapid increase in both the quantity and complexity of data that are being generated daily
in the field of environmental science and engineering (ESE) demands accompanied …
in the field of environmental science and engineering (ESE) demands accompanied …
Recent advances in the prediction of fouling in membrane bioreactors
Y Shi, Z Wang, X Du, B Gong, V Jegatheesan, IU Haq - Membranes, 2021 - mdpi.com
Compared to the traditional activated sludge process, the membrane bioreactor (MBR) has
several advantages such as the production of high-quality effluent, generation of low excess …
several advantages such as the production of high-quality effluent, generation of low excess …
Accelerated gradient algorithm for RBF neural network
HG Han, ML Ma, JF Qiao - Neurocomputing, 2021 - Elsevier
Gradient-based algorithms are commonly used for training radial basis function neural
network (RBFNN). However, one of the challenges in the training process is determining …
network (RBFNN). However, one of the challenges in the training process is determining …
A critical review of biomass kinetics and membrane filtration models for membrane bioreactor systems
Performance modeling of wastewater treatment systems has now become an attractive area
of investigation for the design, analysis, and optimization of operations. Membrane …
of investigation for the design, analysis, and optimization of operations. Membrane …
Long-term fouling evolution of polyvinyl chloride ultrafiltration membranes in a hybrid short-length sedimentation/ultrafiltration process for drinking water production
H Yu, H Chang, X Li, Z Zhou, W Song, H Ji… - Journal of Membrane …, 2021 - Elsevier
Despite the rapid increase of ultrafiltration (UF) membranes in water treatment, the UF
performance in large-scale drinking water treatment plants (DWTPs) in long-term operation …
performance in large-scale drinking water treatment plants (DWTPs) in long-term operation …
Knowledge-based fuzzy broad learning algorithm for warning membrane fouling
HG Han, Q Zhang, Z Liu, JF Qiao - International Journal of Fuzzy Systems, 2021 - Springer
Membrane fouling is a widespread problem that restricts the stable operation of membrane
bioreactor (MBR) in wastewater treatment process (WWTP). However, it is difficult to avoid …
bioreactor (MBR) in wastewater treatment process (WWTP). However, it is difficult to avoid …