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Comparative Study of Topology of ANN Models for Adsorption of Colouring Agents from Aqueous Solutions using Adsorbents Synthesized from Agricultural Waste Material

by S. L. Pandharipande, Y. D. Urunkar, Ankit Singh
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 45 - Number 11
Year of Publication: 2012
Authors: S. L. Pandharipande, Y. D. Urunkar, Ankit Singh
10.5120/6828-9467

S. L. Pandharipande, Y. D. Urunkar, Ankit Singh . Comparative Study of Topology of ANN Models for Adsorption of Colouring Agents from Aqueous Solutions using Adsorbents Synthesized from Agricultural Waste Material. International Journal of Computer Applications. 45, 11 ( May 2012), 45-48. DOI=10.5120/6828-9467

@article{ 10.5120/6828-9467,
author = { S. L. Pandharipande, Y. D. Urunkar, Ankit Singh },
title = { Comparative Study of Topology of ANN Models for Adsorption of Colouring Agents from Aqueous Solutions using Adsorbents Synthesized from Agricultural Waste Material },
journal = { International Journal of Computer Applications },
issue_date = { May 2012 },
volume = { 45 },
number = { 11 },
month = { May },
year = { 2012 },
issn = { 0975-8887 },
pages = { 45-48 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume45/number11/6828-9467/ },
doi = { 10.5120/6828-9467 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:37:23.909044+05:30
%A S. L. Pandharipande
%A Y. D. Urunkar
%A Ankit Singh
%T Comparative Study of Topology of ANN Models for Adsorption of Colouring Agents from Aqueous Solutions using Adsorbents Synthesized from Agricultural Waste Material
%J International Journal of Computer Applications
%@ 0975-8887
%V 45
%N 11
%P 45-48
%D 2012
%I Foundation of Computer Science (FCS), NY, USA
Abstract

The ability of some solids to remove colour from solutions containing dyes has been known for over a century. Activated carbon has been quite successful for removal of impurities from exhaust gas and waste water streams. The highly porous nature of the carbon provides a large surface area for contaminants to get deposited. Artificial neural network is a black box modeling tool & is applied for several chemical engineering operations. In the present work ANN models 1,2 & 3 having different topologies have been developed for correlating input parameters like name of adsorbate, name of adsorbent, initial concentration of solute in aqueous solution & quantity of adsorbent with output parameters such as % adsorption & equilibrium concentration of solute in adsorbent. The novel feature of present work is selection of suitable ANN model based on topology.

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Index Terms

Computer Science
Information Sciences

Keywords

Artificial Neural Network Modeling Topology Adsorption

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