Determination of linear tafel region from piecewise linear regression analysis

Tafel polarisation method is widely used in corrosion studies but relies heavily on the accurate extrapolation of the linear regions. To eliminate the ambiguity in the linear extrapolation, the present study develops a quantitative method based on piecewise linear regression analysis. In this method...

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Main Authors: Mohamed Noor, Noraini, Othman, Raihan, Mohd Hatta, Maziati Akmal, Ani, Mohd Hanafi
Format: Article
Language:English
Published: Electroactive Materials Society 2014
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Online Access:http://irep.iium.edu.my/37831/1/2014_IJEM.pdf
http://irep.iium.edu.my/37831/
http://www.electroactmater.com/
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Institution: Universiti Islam Antarabangsa Malaysia
Language: English
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spelling my.iium.irep.37831 http://irep.iium.edu.my/37831/ Determination of linear tafel region from piecewise linear regression analysis Mohamed Noor, Noraini Othman, Raihan Mohd Hatta, Maziati Akmal Ani, Mohd Hanafi TA329 Engineering mathematics. Engineering analysis TP250 Industrial electrochemistry Tafel polarisation method is widely used in corrosion studies but relies heavily on the accurate extrapolation of the linear regions. To eliminate the ambiguity in the linear extrapolation, the present study develops a quantitative method based on piecewise linear regression analysis. In this method, the entire polarisation data is divided into small sub-intervals and variation in the regression coefficient and linearity coefficient values are observed. Consistency in these values serves as a quantitative indicator of the linear Tafel regions. The method described is then demonstrated in potentiodynamic polarisation measurement of Al/NaCl (0.5 M) and Zn/KOH (1 M) systems. The piecewise linear regression analysis positively identified the linear regions from the polarisation branches and thus provided more accurate corrosion parameters of the systems. Electroactive Materials Society 2014-09 Article PeerReviewed application/pdf en http://irep.iium.edu.my/37831/1/2014_IJEM.pdf Mohamed Noor, Noraini and Othman, Raihan and Mohd Hatta, Maziati Akmal and Ani, Mohd Hanafi (2014) Determination of linear tafel region from piecewise linear regression analysis. International Journal of Electroactive Materials, 2. pp. 22-27. ISSN 2289-179X http://www.electroactmater.com/
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
topic TA329 Engineering mathematics. Engineering analysis
TP250 Industrial electrochemistry
spellingShingle TA329 Engineering mathematics. Engineering analysis
TP250 Industrial electrochemistry
Mohamed Noor, Noraini
Othman, Raihan
Mohd Hatta, Maziati Akmal
Ani, Mohd Hanafi
Determination of linear tafel region from piecewise linear regression analysis
description Tafel polarisation method is widely used in corrosion studies but relies heavily on the accurate extrapolation of the linear regions. To eliminate the ambiguity in the linear extrapolation, the present study develops a quantitative method based on piecewise linear regression analysis. In this method, the entire polarisation data is divided into small sub-intervals and variation in the regression coefficient and linearity coefficient values are observed. Consistency in these values serves as a quantitative indicator of the linear Tafel regions. The method described is then demonstrated in potentiodynamic polarisation measurement of Al/NaCl (0.5 M) and Zn/KOH (1 M) systems. The piecewise linear regression analysis positively identified the linear regions from the polarisation branches and thus provided more accurate corrosion parameters of the systems.
format Article
author Mohamed Noor, Noraini
Othman, Raihan
Mohd Hatta, Maziati Akmal
Ani, Mohd Hanafi
author_facet Mohamed Noor, Noraini
Othman, Raihan
Mohd Hatta, Maziati Akmal
Ani, Mohd Hanafi
author_sort Mohamed Noor, Noraini
title Determination of linear tafel region from piecewise linear regression analysis
title_short Determination of linear tafel region from piecewise linear regression analysis
title_full Determination of linear tafel region from piecewise linear regression analysis
title_fullStr Determination of linear tafel region from piecewise linear regression analysis
title_full_unstemmed Determination of linear tafel region from piecewise linear regression analysis
title_sort determination of linear tafel region from piecewise linear regression analysis
publisher Electroactive Materials Society
publishDate 2014
url http://irep.iium.edu.my/37831/1/2014_IJEM.pdf
http://irep.iium.edu.my/37831/
http://www.electroactmater.com/
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