SVM and ANN modelling approach for the optimization of membrane permeability of a membrane rotating biological contactor for wastewater treatment

S Waqas, NY Harun, NS Sambudi, U Arshad… - Membranes, 2022 - mdpi.com
Membrane fouling significantly hinders the widespread application of membrane
technology. In the current study, a support vector machine (SVM) and artificial neural …

Artificial intelligence-based optimization of industrial membrane processes

MT Gaudio, G Coppola, L Zangari, S Curcio… - Earth systems and …, 2021 - Springer
Artificial intelligence (AI) is gaining acceptance for modern control systems in various
applications in daily life including the Chemical process industry. Above all, application of AI …

Artificial intelligence for developing accurate preliminary cost estimates for composite flooring systems of multi-storey buildings

H Elhegazy, D Chakraborty, H Elzarka… - Journal of Asian …, 2022 - Taylor & Francis
In a decision-making study, design alternatives are compared with respect to cost,
performance, and reliability, and the best is selected. Often, due to the time constraints …

Advances in the removal of Cr (III) from spent industrial effluents—A review

K Staszak, I Kruszelnicka, D Ginter-Kramarczyk… - Materials, 2022 - mdpi.com
The review presents advances in the removal of Cr (III) from the industrial effluents
published in the last ten years. Although Cr (III) has low solubility and is less dangerous for …

Prediction of organic compound aqueous solubility using machine learning: a comparison study of descriptor-based and fingerprints-based models

A Tayyebi, AS Alshami, Z Rabiei, X Yu, N Ismail… - Journal of …, 2023 - Springer
A reliable and practical determination of a chemical species' solubility in water continues to
be examined using empirical observations and exhaustive experimental studies alone …

Using artificial intelligence-based algorithms to identify critical fouling factors and predict fouling behavior in anaerobic membrane bioreactors

C Niu, B Li, Z Wang - Journal of Membrane Science, 2023 - Elsevier
Membrane fouling is one of the major obstacles that hinder the widespread applications of
anerobic membrane bioreactors (AnMBRs) for wastewater treatment. Due to the intrinsic …

Applications of IoT and artificial intelligence in water quality monitoring and prediction: A review

HM Mustafa, A Mustapha, G Hayder… - 2021 6th international …, 2021 - ieeexplore.ieee.org
Currently, internet of things (IoT) devices like environmental sensors are used to capture real-
time data that can be viewed and interpreted via a visual format supported by a server …

Virus removal by membrane bioreactors: A review of mechanism investigation and modeling efforts

Y Zhu, R Chen, YY Li, D Sano - Water Research, 2021 - Elsevier
The increasing pressure on the global water supply calls for more advanced solutions with
higher efficiency and better sustainability, leading to the promptly developing water …

Artificial intelligence and structural design of inorganic hollow fiber membranes: Materials chemistry

M Mubashir, T Ahmad, X Liu, LM Rehman… - Chemosphere, 2023 - Elsevier
A key challenge is to produce the uniform morphology and regular pore design of inorganic
hollow fiber membranes (HFMs) due to involvement of multiple parameters including …

Multi-scale membrane process optimization with high-fidelity ion transport models through machine learning

D Rall, AM Schweidtmann, M Kruse… - Journal of Membrane …, 2020 - Elsevier
Innovative membrane technologies optimally integrated into large separation process plants
are essential for economical water treatment and disposal. However, the mass transport …