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 …

A critical review on ultrasonic-assisted dye adsorption: Mass transfer, half-life and half-capacity concentration approach with future industrial perspectives

A Mary Ealias, MP Saravanakumar - Critical Reviews in …, 2019 - Taylor & Francis
Dyes are developing as a dangerous category of toxins to the ecosystem. The discharge of
dyes in aquatic system has horrible health and esthetic impacts, needs to be expelled from …

[HTML][HTML] Adsorption of cationic methylene blue dye using microwave-assisted activated carbon derived from acacia wood: optimization and batch studies

MFM Yusop, MA Ahmad, NA Rosli… - Arabian Journal of …, 2021 - Elsevier
This study assesses the performance of optimized acacia wood-based activated carbon
(AWAC) as an adsorbent for methylene blue (MB) dye removal in aqueous solution. AWAC …

Experimental design, RSM and ANN modeling of tetracycline photocatalytic degradation using LDH@ CN

O Hosseini, V Zare-Shahabadi, M Ghaedi… - Journal of …, 2022 - Elsevier
The nano-photocatalyst of Cu-Al-Layered Double Hydroxide@ Graphitic Carbon Nitride
(LDH@ CN NPC) was synthesized via a fast and cheap method, characterized, and applied …

Application of machine/statistical learning, artificial intelligence and statistical experimental design for the modeling and optimization of methylene blue and Cd (II) …

H Mazaheri, M Ghaedi, MHA Azqhandi… - Physical Chemistry …, 2017 - pubs.rsc.org
Analytical chemists apply statistical methods for both the validation and prediction of
proposed models. Methods are required that are adequate for finding the typical features of …

[HTML][HTML] Efficient photocatalytic degradation of toxic Alizarin yellow R dye from industrial wastewater using biosynthesized Fe nanoparticle and study of factors …

A Ahmed, M Usman, B Yu, X Ding, Q Peng… - … of Photochemistry and …, 2020 - Elsevier
Abstract Development of highly robust and solar-light-responsive photocatalysts for the
disposal of organic dyes from wastewater is a matter of great significance in order to solve …

[HTML][HTML] Fabrication of Fe3O4 nanoparticles coated by extracted shrimp peels chitosan as sustainable adsorbents for removal of chromium contaminates from …

SM Pourmortazavi, H Sahebi, H Zandavar… - Composites Part B …, 2019 - Elsevier
Water is the most critical substance on Earth; any contamination of water may cause harmful
consequences for the entire living creatures. Today, removal of various pollutants from the …

Bio-inspired, high, and fast adsorption of tetracycline from aqueous media using Fe3O4-g-CN@ PEI-β-CD nanocomposite: Modeling by response surface …

M Foroughi, MHA Azqhandi, S Kakhki - Journal of hazardous materials, 2020 - Elsevier
Because antibiotic-containing wastewaters are able to contaminate all environmental
matrices (eg water bodies, soil, etc.), a special attention should be paid on developing …

Efficient photodegradation of disulfine blue dye and Tetracycline over Robust and Green g-CN/Ag3VO4/PAN nanofibers: Experimental design, RSM, RBF-NN and …

S Deylami, MH Sabzevari, M Ghaedi… - Process Safety and …, 2023 - Elsevier
Abstract The g-CN/Ag 3 VO 4/PAN nanofibers (NFs) is prominent from various
nanophotocatalysts (NPCs) due to their higher surface to volume ratio, mechanical strength …

Adsorption of the azo dyes from wastewater media by a renewable nanocomposite based on the graphene sheets and hydroxyapatite/ZnO nanoparticles

E Mossavi, MH Sabzevari, M Ghaedi… - Journal of Molecular …, 2022 - Elsevier
The present work aimed to compare the predictive power of response surface methodology
(RSM), general regression neural network (GRNN), and artificial neural network (ANN) in …