Applications of artificial intelligence in water treatment for optimization and automation of adsorption processes: Recent advances and prospects

G Alam, I Ihsanullah, M Naushad… - Chemical Engineering …, 2022 - Elsevier
Artificial intelligence (AI) has emerged as a powerful tool to resolve real-world problems and
has gained tremendous attention due to its applications in various fields. In recent years, AI …

High surface area and mesoporous activated carbon from KOH-activated dragon fruit peels for methylene blue dye adsorption: optimization and mechanism study

AH Jawad, AS Abdulhameed, LD Wilson… - Chinese Journal of …, 2021 - Elsevier
In this study, an alternative precursor for production of activated carbon was introduced
using dragon fruit (Hylocereus costaricensis) peel (DFP). Moreover, KOH was used as a …

Activated carbon from lignocellulosics precursors: A review of the synthesis methods, characterization techniques and applications

P González-García - Renewable and Sustainable Energy Reviews, 2018 - Elsevier
Activated carbon is a porous material that has been in many important ages of the human
history. Lignocellulosic precursors and biomass sources have become important materials …

Comprehensive review on machine learning methodologies for modeling dye removal processes in wastewater

SK Bhagat, KE Pilario, OE Babalola, T Tiyasha… - Journal of Cleaner …, 2023 - Elsevier
A wide range of dyes are being disposed in water bodies from several industrial runoff and
the quantity is rapidly increasing over the years. From an environmental safety point of view …

Applications of artificial neural networks for adsorption removal of dyes from aqueous solution: a review

AM Ghaedi, A Vafaei - Advances in colloid and interface science, 2017 - Elsevier
Artificial neural networks (ANNs) have been widely applied for the prediction of dye
adsorption during the last decade. In this paper, the applications of ANN methods, namely …

Magnetic activated carbon derived from biomass waste by concurrent synthesis: efficient adsorbent for toxic dyes

AL Cazetta, O Pezoti, KC Bedin, TL Silva… - ACS sustainable …, 2016 - ACS Publications
The development of advanced carbon nanomaterials that can efficiently extract pollutants
from solutions is of great interest for environmental remediation and human safety. Herein …

Projecting the sorption capacity of heavy metal ions onto microplastics in global aquatic environments using artificial neural networks

X Guo, J Wang - Journal of Hazardous Materials, 2021 - Elsevier
Microplastics pollution and their interaction with heavy metal ions have gained global
concern. It is essential to develop models to predict the sorption capacity of heavy metal ions …

Magnetic Fe3O4 embedded chitosan–crosslinked-polyacrylamide composites with enhanced removal of food dye: Characterization, adsorption and mechanism

R Jiang, TT Shen, HY Zhu, YQ Fu, ST Jiang… - International Journal of …, 2023 - Elsevier
The water solubility in acid solution, relative low adsorption capacities and unsatisfactory
separation performance limit application of traditional chitosan-based adsorbents in …

[HTML][HTML] Comparative study on ultrasonic assisted adsorption of dyes from single system onto Fe3O4 magnetite nanoparticles loaded on activated carbon …

AR Bagheri, M Ghaedi, A Asfaram… - Ultrasonics …, 2017 - Elsevier
The present study the ultrasound assisted adsorption of dyes in single system onto Fe 3 O 4
magnetite nanoparticles loaded on activated carbon (Fe 3 O 4-MNPs-AC) was described …

Enhanced adsorptive removal of toxic anionic dye by novel magnetic polymeric nanocomposite: optimization of process parameters

P Das, S Nisa, A Debnath, B Saha - Journal of Dispersion Science …, 2022 - Taylor & Francis
The novel magnetic manganese ferrite/polyaniline nanocomposite (MnFe2O4-PANI-NC)
was prepared for eradication of toxic anionic methyl orange (MO) dye from wastewater at …