Artificial neural network optimization for methyl orange adsorption onto polyaniline nano-adsorbent: kinetic, isotherm and thermodynamic studies

M Tanzifi, SH Hosseini, AD Kiadehi, M Olazar… - Journal of Molecular …, 2017 - Elsevier
… This study aims to synthesize a polyaniline nano-adsorbent and use it to adsorb methyl …
networks were used to predict methyl orange dye adsorption on polyaniline nano-adsorbent. The …

Optimization and modeling of methyl orange adsorption onto polyaniline nano-adsorbent through response surface methodology and differential evolution embedded …

RR Karri, M Tanzifi, MT Yaraki, JN Sahu - Journal of environmental …, 2018 - Elsevier
… the performance of polyaniline-based nano-adsorbent for removal of MO from wastewater
in … artificial neural network (ANN) which is integrated with differential evolution optimization (…

Optimization of cyanide removal from wastewaters using a new nano-adsorbent containing ZnO nanoparticles and MOF/Cu and evaluating its efficacy and prediction …

N Ghasemi, S Rohani - Journal of Molecular Liquids, 2019 - Elsevier
The present study examined the removal of cyanide from synthetic wastewater by a new
nano-adsorbent containing synthesized ZnO nanoparticles and copper-metal organic …

… parameters for designing the batch adsorber and neural network–based prediction modelling for the aqueous arsenate removal using combustion synthesised nano …

R Prabhakar, SR Samadder - Environmental Science and Pollution …, 2020 - Springer
… unique properties of nano-alumina, the present study deals with the application of nano-alumina …
in groundwater, it has less affinity towards adsorbent surface due to its non-ionic nature, …

Highly selective and efficient removal of lead with magnetic nano-adsorbent: multivariate optimization, isotherm and thermodynamic studies

R Khani, S Sobhani, MH Beyki - Journal of Colloid and Interface Science, 2016 - Elsevier
… ) as magnetic nano-adsorbent with high magnetic properties was synthesized and investigated
for the removal of Pb(II) ion from aqueous solution. This magnetic nano-adsorbent shows …

Comparison of chitosan based nano-adsorbents for dairy industry wastewater treatment through response surface methodology and artificial neural network models

BL Dinesha, S Hiregoudar, U Nidoni… - Water Science and …, 2021 - iwaponline.com
… Therefore, in the present study, optimization of process parameters were achieved for percent
reduction of BOD (%R BOD ) and percent reduction of COD (%R COD ) from DIWW using …

… multi-walled carbon nanotubes and γ-alumina as novel adsorbents: Modelling and optimization based on response surface methodology and artificial neural network

MH Dehghani, K Yetilmezsoy, M Salari… - Journal of Molecular …, 2020 - Elsevier
… Apart from the above-mentioned studies, new nano-scale adsorbents for the adsorption
of various effluents have recently been introduced in the literature. For instance, Gao et al. [14] …

Polymer-based nano-adsorbent for the removal of lead ions: kinetics studies and optimization by response surface methodology

AH Birniwa, S Kehili, M Ali, H Musa, U Ali, SRM Kutty… - Separations, 2022 - mdpi.com
… Polypyrrole/polyethyleneimine (PPy-PEI) Nano adsorbent … was tested on the generated Nano
adsorbent. This work shows … capability of the PPy-PEI Nano adsorbent peaked at a pH of 10…

Sorption, kinetic, thermodynamics and artificial neural network modelling of phenol and 3-amino-phenol in water on composite iron nano-adsorbent

OML Alharbi - Journal of Molecular Liquids, 2018 - Elsevier
… The experiments were carried out to optimize the following parameters. … The regeneration
of the adsorbent is suitable for recycling the nano-adsorbent. Therefore, the presented method …

Modeling and optimization of nonylphenol removal from contaminated water media using a magnetic recoverable composite by artificial neural networks

J Salimi, B Kakavandi, AA Babaei… - Water Science and …, 2017 - iwaponline.com
… time, adsorbent dosage and the initial NP concentration. Additionally, an artificial neural
network system … as a promising and novel adsorbent to remove NP from polluted groundwater. …