E-ISSN 2063-5346
 
2023, Vol: 12, Issue: 1
12/1Current Issue Online FirstArchiveAims and ScopeAbstracting & IndexingMost Accessed ArticlesMost Downloaded ArticlesMost Cited Articles

Research Article 


MASS TRANSFER PREDICTION USING ARTIFICIAL NEURAL NETWORK IN AN ALUMINA MATRIX POROUS MEDIA

K.Swarupa Rani, R Jayadurga, V.L.Raja, M. Sunil Kumar, Rampalli Satya Venkata Rama Swathi, Prashant Kumar.

Abstract
When it comes to the problem of expressing intricate non-linear interactions, one relatively recent development in the field of mathematical modelling is the application of artificial neural networks, which are also abbreviated as ANNs in some instances. In this paper, we develop a machine learning prediction model for predicting the flow of mass transfer in an alumina matrix porous media. Consider of a cylinder with a catalyst layer on its surface and a porous media surrounding it that is completely filled with fluid except for the one end. This cylindrical device is typical of a catalytic reactor. When the cylinder is heated to a constant temperature, the chemically reactive zeroth-order material is predicted to completely coat the outside of the vessel. Reinforced porous materials undergo a continual, temperature-dependent chemical reaction in their fluid phase. The model shows an improved predictive performance in all its experimentation.

Key words: Mass Transfer, ANN, Machine Learning, Prediction


 
ARTICLE TOOLS
Abstract
PDF Fulltext
How to cite this articleHow to cite this article
Citation Tools
Related Records
 Articles by K.Swarupa Rani
Articles by R Jayadurga
Articles by V.L.Raja
Articles by M. Sunil Kumar
Articles by Rampalli Satya Venkata Rama Swathi
Articles by Prashant Kumar
on Google
on Google Scholar


How to Cite this Article
Pubmed Style

K.Swarupa Rani, R Jayadurga, V.L.Raja, M. Sunil Kumar, Rampalli Satya Venkata Rama Swathi, Prashant Kumar. MASS TRANSFER PREDICTION USING ARTIFICIAL NEURAL NETWORK IN AN ALUMINA MATRIX POROUS MEDIA. ECB. 2022; 11(11): 113-120. doi:10.31838/ecb/2022.11.11.013

Web Style

K.Swarupa Rani, R Jayadurga, V.L.Raja, M. Sunil Kumar, Rampalli Satya Venkata Rama Swathi, Prashant Kumar. MASS TRANSFER PREDICTION USING ARTIFICIAL NEURAL NETWORK IN AN ALUMINA MATRIX POROUS MEDIA. https://www.eurchembull.com/?mno=132002 [Access: January 21, 2023]. doi:10.31838/ecb/2022.11.11.013

AMA (American Medical Association) Style

K.Swarupa Rani, R Jayadurga, V.L.Raja, M. Sunil Kumar, Rampalli Satya Venkata Rama Swathi, Prashant Kumar. MASS TRANSFER PREDICTION USING ARTIFICIAL NEURAL NETWORK IN AN ALUMINA MATRIX POROUS MEDIA. ECB. 2022; 11(11): 113-120. doi:10.31838/ecb/2022.11.11.013


Vancouver/ICMJE Style

K.Swarupa Rani, R Jayadurga, V.L.Raja, M. Sunil Kumar, Rampalli Satya Venkata Rama Swathi, Prashant Kumar. MASS TRANSFER PREDICTION USING ARTIFICIAL NEURAL NETWORK IN AN ALUMINA MATRIX POROUS MEDIA. ECB. (2022), [cited January 21, 2023]; 11(11): 113-120. doi:10.31838/ecb/2022.11.11.013


Harvard Style

K.Swarupa Rani, R Jayadurga, V.L.Raja, M. Sunil Kumar, Rampalli Satya Venkata Rama Swathi, Prashant Kumar (2022) MASS TRANSFER PREDICTION USING ARTIFICIAL NEURAL NETWORK IN AN ALUMINA MATRIX POROUS MEDIA. ECB, 11 (11), 113-120. doi:10.31838/ecb/2022.11.11.013


Turabian Style

K.Swarupa Rani, R Jayadurga, V.L.Raja, M. Sunil Kumar, Rampalli Satya Venkata Rama Swathi, Prashant Kumar. 2022. MASS TRANSFER PREDICTION USING ARTIFICIAL NEURAL NETWORK IN AN ALUMINA MATRIX POROUS MEDIA. European Chemical Bulletin, 11 (11), 113-120. doi:10.31838/ecb/2022.11.11.013


Chicago Style

K.Swarupa Rani, R Jayadurga, V.L.Raja, M. Sunil Kumar, Rampalli Satya Venkata Rama Swathi, Prashant Kumar. "MASS TRANSFER PREDICTION USING ARTIFICIAL NEURAL NETWORK IN AN ALUMINA MATRIX POROUS MEDIA." European Chemical Bulletin 11 (2022), 113-120. doi:10.31838/ecb/2022.11.11.013


MLA (The Modern Language Association) Style

K.Swarupa Rani, R Jayadurga, V.L.Raja, M. Sunil Kumar, Rampalli Satya Venkata Rama Swathi, Prashant Kumar. "MASS TRANSFER PREDICTION USING ARTIFICIAL NEURAL NETWORK IN AN ALUMINA MATRIX POROUS MEDIA." European Chemical Bulletin 11.11 (2022), 113-120. Print. doi:10.31838/ecb/2022.11.11.013


APA (American Psychological Association) Style

K.Swarupa Rani, R Jayadurga, V.L.Raja, M. Sunil Kumar, Rampalli Satya Venkata Rama Swathi, Prashant Kumar (2022) MASS TRANSFER PREDICTION USING ARTIFICIAL NEURAL NETWORK IN AN ALUMINA MATRIX POROUS MEDIA. European Chemical Bulletin, 11 (11), 113-120. doi:10.31838/ecb/2022.11.11.013


Author LoginReviewer LoginAbout PublisherEditorial PoliciesPeer Review PolicyEditorial & Peer Review ProcessAuthor's Rights and ObligationsPublication Ethics and Publication Malpractice StatementConflict of Interest PolicyPlagiarism PolicyProtection of Research Participants (Statement On Human And Animal Rights)Privacy PolicyCorrections, Retractions & Expressions of ConcernSelf-Archiving PoliciesDigital Archiving & Preservation PoliciesStatement of Informed ConsentAdvertising PolicyTerms of UseLicense Information
This is an open access journal which means that all content is freely available without charge to the user or his/her institution. Users are allowed to read, download, copy, distribute, print, search, or link to the full texts of the articles in this journal without asking prior permission from the publisher or the author. This is in accordance with the Budapest Open Access Initiative (BOAI) definition of open access.
The articles in European Chemical Bulletin are open access articles licensed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc-sa/3.0/) which permits unrestricted, non-commercial use, distribution and reproduction in any medium, provided the work is properly cited.
Copyright © 2023 European Chemical Bulletin All Rights Reserved. Subject to change without notice from or liability to European Chemical Bulletin.
For best results, please use Internet Explorer or Google Chrome

Contact Information


European Chemical Bulletin

Budapest, Near Széchenyi István tér,

1051 Hungary

Email : editor@eurchembull.com