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 …

Methylene blue removal using grape leaves waste: optimization and modeling

SA Mousavi, A Mahmoudi, S Amiri, P Darvishi… - Applied Water …, 2022 - Springer
The present study focuses on the preparation of activated carbon (AC) from grape leaves as
a low cost, non-toxic, efficient and available adsorbent for the removal of methylene blue …

Prediction of methyl orange dye (MO) adsorption using activated carbon with an artificial neural network optimization modeling

SM Alardhi, SS Fiyadh, AD Salman, M Adelikhah - Heliyon, 2023 - cell.com
In this study, methyl orange (MO) dye removal by adsorption utilizing activated carbon made
from date seeds (DPAC) was modeled using an artificial neural network (ANN) technique …

Artificial neural network-genetic algorithm based optimization for the adsorption of methylene blue and brilliant green from aqueous solution by graphite oxide …

M Ghaedi, N Zeinali, AM Ghaedi, M Teimuori… - … Acta Part A: Molecular …, 2014 - Elsevier
In this study, graphite oxide (GO) nano according to Hummers method was synthesized and
subsequently was used for the removal of methylene blue (MB) and brilliant green (BG). The …

Jujube stones based highly efficient activated carbon for methylene blue adsorption: Kinetics and isotherms modeling, thermodynamics and mechanism study …

N Bouchelkia, H Tahraoui, A Amrane… - Process Safety and …, 2023 - Elsevier
Water contaminated by methylene blue (MB) dye was treated with activated carbon based
on locally collected jujube stones. This activated carbon was characterized by physico …

Simulation the adsorption capacity of polyvinyl alcohol/carboxymethyl cellulose based hydrogels towards methylene blue in aqueous solutions using cascade …

AH Alibak, M Khodarahmi, P Fayyazsanavi… - Journal of Cleaner …, 2022 - Elsevier
Almost all industries produce a large quantity of dye-contaminated wastewater. Wastewaters
containing a high dosage of methylene blue (MB) are a menace for human beings, the …

Random Forest as a promising application to predict basic-dye biosorption process using orange waste

APMR Soares, F de Oliveira Carvalho… - Journal of …, 2020 - Elsevier
In the present study, adsorption of methylene blue dye in residual agricultural biomass
(orange bagasse) was modelled using o machine learning algorithm Random Forest (RF) …

Removal of methylene blue from aqueous solution by walnut carbon: optimization using response surface methodology

S Hajati, M Ghaedi, H Mazaheri - Desalination and Water …, 2016 - Taylor & Francis
In this study, carbon was easily made from walnut wood as a low-cost and non-toxic natural
adsorbent. It was used to remove methylene blue rapidly from aqueous solutions. This …

Low-cost activated carbon: characterization, decolorization, modeling, optimization and kinetics

D Shahbazi, SA Mousavi, D Nayeri - International Journal of …, 2020 - Springer
Grape wood activated carbon (GWAC) as a cost-effectiveness and nontoxic adsorbent was
developed for methylene blue (MB) removal from aqueous solutions. The adsorbent was …

Application of artificial neural network and genetic algorithm to modeling and optimization of removal of methylene blue using activated carbon

H Karimi, M Ghaedi - Journal of Industrial and Engineering Chemistry, 2014 - Elsevier
The activated carbon (AC) prepared from low cost available source (peanut sticks) were
identified with various techniques such as FT-IR and SEM analysis. The influence of …