Modelling corrosion rate of biodegradable magnesium-based alloys: the case study of Mg-Zn-RE-xCa (x = 0, 0.5, 1.5, 3 and 6 wt%) alloys

The ternary Mg-Zn-RE and the quaternary Mg-Zn-RE-xCa (x = 0.5, 1.5, 3 and 6 wt%) alloys are evaluated in term of their corrosion rate both experimentally and theoretically. According to the electrochemical tests, the quaternary Mg-Zn-RE-0.5Ca alloy possess a lower corrosion current density (icorr) a...

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Main Authors: Bakhsheshi-Rad, H. R., Abdellahi, M., Hamzah, E., Ismail, A. F., Bahmanpour, M.
Format: Article
Published: Elsevier 2016
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Online Access:http://eprints.utm.my/id/eprint/70001/
http://dx.doi.org/10.1016/j.jallcom.2016.06.149
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spelling my.utm.700012017-11-20T08:52:11Z http://eprints.utm.my/id/eprint/70001/ Modelling corrosion rate of biodegradable magnesium-based alloys: the case study of Mg-Zn-RE-xCa (x = 0, 0.5, 1.5, 3 and 6 wt%) alloys Bakhsheshi-Rad, H. R. Abdellahi, M. Hamzah, E. Ismail, A. F. Bahmanpour, M. TP Chemical technology The ternary Mg-Zn-RE and the quaternary Mg-Zn-RE-xCa (x = 0.5, 1.5, 3 and 6 wt%) alloys are evaluated in term of their corrosion rate both experimentally and theoretically. According to the electrochemical tests, the quaternary Mg-Zn-RE-0.5Ca alloy possess a lower corrosion current density (icorr) and higher charge transfer resistance (Rt) compared to the ternary Mg-Zn-RE alloy. However, as the Ca increases, icorr and Rt tend toward the higher and lower values, respectively. Immersion tests also show that the addition of 0.5 wt% Ca decreases the corrosion rate of the Mg-Zn-RE alloy. This despite the fact that with increasing the Ca content to 6 wt% a significant increase occurs in the corrosion rate as a result of the galvanic coupling effect. The study also defines a new reliability simulation framework to predict the corrosion behavior of the Mg-based alloys using gene expression programming (GEP) tool. For this purpose a colossal database is collected from the literature and all of the parameters affecting the corrosion rate are introduced to the GEP model. Two case study on the ternary Mg-Zn-RE and the quaternary Mg-Zn-RE-xCa (x = 0.5, 1.5, 3 and 6 wt%) alloys are also conducted to evaluate the accuracy of the presented GEP model. according to the results obtained, the maximum error of the presented model in the predicting corrosion rate was close to 0.5 mm/yr which is promising result. Elsevier 2016 Article PeerReviewed Bakhsheshi-Rad, H. R. and Abdellahi, M. and Hamzah, E. and Ismail, A. F. and Bahmanpour, M. (2016) Modelling corrosion rate of biodegradable magnesium-based alloys: the case study of Mg-Zn-RE-xCa (x = 0, 0.5, 1.5, 3 and 6 wt%) alloys. Journal of Alloys and Compounds, 687 . pp. 630-642. http://dx.doi.org/10.1016/j.jallcom.2016.06.149 DOI:10.1016/j.jallcom.2016.06.149
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic TP Chemical technology
spellingShingle TP Chemical technology
Bakhsheshi-Rad, H. R.
Abdellahi, M.
Hamzah, E.
Ismail, A. F.
Bahmanpour, M.
Modelling corrosion rate of biodegradable magnesium-based alloys: the case study of Mg-Zn-RE-xCa (x = 0, 0.5, 1.5, 3 and 6 wt%) alloys
description The ternary Mg-Zn-RE and the quaternary Mg-Zn-RE-xCa (x = 0.5, 1.5, 3 and 6 wt%) alloys are evaluated in term of their corrosion rate both experimentally and theoretically. According to the electrochemical tests, the quaternary Mg-Zn-RE-0.5Ca alloy possess a lower corrosion current density (icorr) and higher charge transfer resistance (Rt) compared to the ternary Mg-Zn-RE alloy. However, as the Ca increases, icorr and Rt tend toward the higher and lower values, respectively. Immersion tests also show that the addition of 0.5 wt% Ca decreases the corrosion rate of the Mg-Zn-RE alloy. This despite the fact that with increasing the Ca content to 6 wt% a significant increase occurs in the corrosion rate as a result of the galvanic coupling effect. The study also defines a new reliability simulation framework to predict the corrosion behavior of the Mg-based alloys using gene expression programming (GEP) tool. For this purpose a colossal database is collected from the literature and all of the parameters affecting the corrosion rate are introduced to the GEP model. Two case study on the ternary Mg-Zn-RE and the quaternary Mg-Zn-RE-xCa (x = 0.5, 1.5, 3 and 6 wt%) alloys are also conducted to evaluate the accuracy of the presented GEP model. according to the results obtained, the maximum error of the presented model in the predicting corrosion rate was close to 0.5 mm/yr which is promising result.
format Article
author Bakhsheshi-Rad, H. R.
Abdellahi, M.
Hamzah, E.
Ismail, A. F.
Bahmanpour, M.
author_facet Bakhsheshi-Rad, H. R.
Abdellahi, M.
Hamzah, E.
Ismail, A. F.
Bahmanpour, M.
author_sort Bakhsheshi-Rad, H. R.
title Modelling corrosion rate of biodegradable magnesium-based alloys: the case study of Mg-Zn-RE-xCa (x = 0, 0.5, 1.5, 3 and 6 wt%) alloys
title_short Modelling corrosion rate of biodegradable magnesium-based alloys: the case study of Mg-Zn-RE-xCa (x = 0, 0.5, 1.5, 3 and 6 wt%) alloys
title_full Modelling corrosion rate of biodegradable magnesium-based alloys: the case study of Mg-Zn-RE-xCa (x = 0, 0.5, 1.5, 3 and 6 wt%) alloys
title_fullStr Modelling corrosion rate of biodegradable magnesium-based alloys: the case study of Mg-Zn-RE-xCa (x = 0, 0.5, 1.5, 3 and 6 wt%) alloys
title_full_unstemmed Modelling corrosion rate of biodegradable magnesium-based alloys: the case study of Mg-Zn-RE-xCa (x = 0, 0.5, 1.5, 3 and 6 wt%) alloys
title_sort modelling corrosion rate of biodegradable magnesium-based alloys: the case study of mg-zn-re-xca (x = 0, 0.5, 1.5, 3 and 6 wt%) alloys
publisher Elsevier
publishDate 2016
url http://eprints.utm.my/id/eprint/70001/
http://dx.doi.org/10.1016/j.jallcom.2016.06.149
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