E-ISSN 2063-5346
 

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


 
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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