NUMERICAL ANALYSIS OF TWO TERM MODEL USING NEWTON’S METHOD ON DRYING KINETICS OF AN IMPROVED COWPEA (IT 97K-56S-IS)

Invention of computers has made numerical methods prevalent and widely accepted. Different numerical methods exist but all aid in solving large numbers of tedious arithmetic calculations involving complex differential equations and so an analytical solution cannot be applicable, hence, computer simu...

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Main Authors: T. O. Ajao, R. A. Raji
Format: Article
Language:English
Published: University of Maiduguri 2018-12-01
Series:Arid Zone Journal of Engineering, Technology and Environment
Online Access:http://azojete.com.ng/index.php/azojete/article/view/559
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spelling doaj-548bee23ac1c4edf84f7b2bcde8d7f182020-11-25T03:52:54ZengUniversity of MaiduguriArid Zone Journal of Engineering, Technology and Environment2545-58182545-58182018-12-0114SPi4247256NUMERICAL ANALYSIS OF TWO TERM MODEL USING NEWTON’S METHOD ON DRYING KINETICS OF AN IMPROVED COWPEA (IT 97K-56S-IS)T. O. Ajao0R. A. Raji1Department of Agricultural and Environmental Engineering, Faculty of Technology, University of IbadanDepartment of Agricultural and Environmental Engineering, Faculty of Technology, University of IbadanInvention of computers has made numerical methods prevalent and widely accepted. Different numerical methods exist but all aid in solving large numbers of tedious arithmetic calculations involving complex differential equations and so an analytical solution cannot be applicable, hence, computer simulations and numerical solution become functional. IT 97K-56S-IS, a high yielding, multiple disease resistant cowpea variety with maturity date of 60Days was gotten from the International Institute of Tropical Agriculture (IITA). Experiments were carried out on samples after harvesting at maturity in a convective dryer at drying temperature of 55, 65, 75 and 85ºC and drying kinetics was performed utilising the Two term model. The model was numerically solved using Newton Raphson’s iterative method on account that it is a non linear equation, its fast convergence to the roots and requirement of a single guess. A well structured algorithm was written. The performance of the models was evaluated using the coefficient of determination (R^2) and root mean square error (RMSE) showing the relationship between the experimental and predicted moisture ratios. The result shows that Newton Raphson’s method would be suitable for Two-Term model if used with a multiplication factor or constant.http://azojete.com.ng/index.php/azojete/article/view/559
collection DOAJ
language English
format Article
sources DOAJ
author T. O. Ajao
R. A. Raji
spellingShingle T. O. Ajao
R. A. Raji
NUMERICAL ANALYSIS OF TWO TERM MODEL USING NEWTON’S METHOD ON DRYING KINETICS OF AN IMPROVED COWPEA (IT 97K-56S-IS)
Arid Zone Journal of Engineering, Technology and Environment
author_facet T. O. Ajao
R. A. Raji
author_sort T. O. Ajao
title NUMERICAL ANALYSIS OF TWO TERM MODEL USING NEWTON’S METHOD ON DRYING KINETICS OF AN IMPROVED COWPEA (IT 97K-56S-IS)
title_short NUMERICAL ANALYSIS OF TWO TERM MODEL USING NEWTON’S METHOD ON DRYING KINETICS OF AN IMPROVED COWPEA (IT 97K-56S-IS)
title_full NUMERICAL ANALYSIS OF TWO TERM MODEL USING NEWTON’S METHOD ON DRYING KINETICS OF AN IMPROVED COWPEA (IT 97K-56S-IS)
title_fullStr NUMERICAL ANALYSIS OF TWO TERM MODEL USING NEWTON’S METHOD ON DRYING KINETICS OF AN IMPROVED COWPEA (IT 97K-56S-IS)
title_full_unstemmed NUMERICAL ANALYSIS OF TWO TERM MODEL USING NEWTON’S METHOD ON DRYING KINETICS OF AN IMPROVED COWPEA (IT 97K-56S-IS)
title_sort numerical analysis of two term model using newton’s method on drying kinetics of an improved cowpea (it 97k-56s-is)
publisher University of Maiduguri
series Arid Zone Journal of Engineering, Technology and Environment
issn 2545-5818
2545-5818
publishDate 2018-12-01
description Invention of computers has made numerical methods prevalent and widely accepted. Different numerical methods exist but all aid in solving large numbers of tedious arithmetic calculations involving complex differential equations and so an analytical solution cannot be applicable, hence, computer simulations and numerical solution become functional. IT 97K-56S-IS, a high yielding, multiple disease resistant cowpea variety with maturity date of 60Days was gotten from the International Institute of Tropical Agriculture (IITA). Experiments were carried out on samples after harvesting at maturity in a convective dryer at drying temperature of 55, 65, 75 and 85ºC and drying kinetics was performed utilising the Two term model. The model was numerically solved using Newton Raphson’s iterative method on account that it is a non linear equation, its fast convergence to the roots and requirement of a single guess. A well structured algorithm was written. The performance of the models was evaluated using the coefficient of determination (R^2) and root mean square error (RMSE) showing the relationship between the experimental and predicted moisture ratios. The result shows that Newton Raphson’s method would be suitable for Two-Term model if used with a multiplication factor or constant.
url http://azojete.com.ng/index.php/azojete/article/view/559
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