Analysis of long-term performance of full-scale reverse osmosis desalination plant using artificial neural network and tree model
Yongjun Choi, Younggeun Lee, Kwanghee Shin, Youngkyu Park, Sangho Lee
Environmental Engineering Research. 2020;25(5):763-770.   Published online 2019 Oct 23     DOI: https://doi.org/10.4491/eer.2019.324
Citations to this article as recorded by Crossref logo
ANN based-model for estimating the boron permeability coefficient as boric acid in SWRO desalination plants using ensemble-based machine learning
Nabil I. Ajali-Hernández, A. Ruiz-García, Carlos M. Travieso-González
Desalination.2024; 573: 117180.     CrossRef
The intelligent prediction of membrane fouling during membrane filtration by mathematical models and artificial intelligence models
Lu Wang, Zonghao Li, Jianhua Fan, Zhiwu Han
Chemosphere.2024; 349: 141031.     CrossRef
Optimal operation of reverse osmosis desalination process with deep reinforcement learning methods
Arash Golabi, Abdelkarim Erradi, Hazim Qiblawey, Ashraf Tantawy, Ahmed Bensaid, Khaled Shaban
Applied Intelligence.2024;[Epub]     CrossRef
Forecasting of Permeate Conductivity using MLR and ANN Methods of Boujdour Seawater Reverse Osmosis Desalination Plant
Siham Kherraf, Chaymae Bakkouche, Soukaina Barhmi, Jamal Mabrouki, Souad El Hajjaji, Omkeltoum Elfatni, Driss Dhiba, Khlifa Maissine
Current Analytical Chemistry.2023; 19(4): 348.     CrossRef
Performance assessment and modeling of an SWRO pilot plant with an energy recovery device under variable operating conditions
A. Ruiz-García, I. Nuez, M. Khayet
Desalination.2023; 555: 116523.     CrossRef
A Review on Membrane Fouling Prediction Using Artificial Neural Networks (ANNs)
Waad H. Abuwatfa, Nour AlSawaftah, Naif Darwish, William G. Pitt, Ghaleb A. Husseini
Membranes.2023; 13(7): 685.     CrossRef
Molecular-based artificial neural networks for selecting deep eutectic solvents for the removal of contaminants from aqueous media
Narjis E. Awaja, Ghaiath Almustafa, Ahmad S. Darwish, Tarek Lemaoui, Yacine Benguerba, Fawzi Banat, Hassan A. Arafat, Inas AlNashef
Chemical Engineering Journal.2023; 476: 146429.     CrossRef
An efficient deep reinforcement machine learning-based control reverse osmosis system for water desalination
Talal Bonny, Mariam Kashkash, Farah Ahmed
Desalination.2022; 522: 115443.     CrossRef
Combination of computational fluid dynamics and design of experiments to optimize modules for direct contact membrane distillation
Jihyeok Choi, Hyeongrak Cho, Yongjun Choi, Sangho Lee
Desalination.2022; 524: 115460.     CrossRef
A Neural Network Based Superstructure Optimization Approach to Reverse Osmosis Desalination Plants
Marcello Di Martino, Styliani Avraamidou, Efstratios N. Pistikopoulos
Membranes.2022; 12(2): 199.     CrossRef
An Artificial Neural Network Mechanism for Optimizing the Water Treatment Process and Desalination Process
Ahmed I. Taloba
Alexandria Engineering Journal.2022; 61(12): 9287.     CrossRef
Digital Transformation of Packaged Reverse Osmosis Plants for Industrial and Sewer Mining Applications
Claudio Kohn, Hung Cong Duong, Ngoc Bich Hoang, Long Duc Nghiem
Current Pollution Reports.2022; 8(4): 360.     CrossRef
Machine learning modelling of a membrane capacitive deionization (MCDI) system for prediction of long-term system performance and optimization of process control parameters in remote brackish water desalination
Yunyi Zhu, Boyue Lian, Yuan Wang, Christopher Miller, Clare Bales, John Fletcher, Lina Yao, T. David Waite
Water Research.2022; 227: 119349.     CrossRef
Development of artificial intelligence-based models for the prediction of filtration performance and membrane fouling in an osmotic membrane bioreactor
Nguyen Duc Viet, Am Jang
Journal of Environmental Chemical Engineering.2021; 9(4): 105337.     CrossRef
Modeling and optimization of small-scale NF/RO seawater desalination using the artificial neural network (ANN)
Asma Adda, Salah Hanini, Salah Bezari, Maamar Laidi, Mohamed Abbas
Environmental Engineering Research.2021; 27(2): 200383.     CrossRef
Efficiency evaluation of reverse osmosis desalination plant using hybridized multilayer perceptron with particle swarm optimization
Mohammad Ehteram, Sinan Q. Salih, Zaher Mundher Yaseen
Environmental Science and Pollution Research.2020; 27(13): 15278.     CrossRef
Powdered activated carbon (PAC) – vacuum-assisted air gap membrane distillation (V-AGMD) hybrid system to treat wastewater containing surfactants: Effect of operating conditions
Yusik Kim, Yongjun Choi, Jihyeok Choi, Sangho Lee
Environmental Engineering Research.2020; 26(5): 200377.     CrossRef