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Correlation analysis of biodegradable additives, temperature and loading toward tribology behaviour of musa aluminata balbisiana (MBS) oil

Identification of the effect of the tribological characteristics in lubricant application is a critical part of the experimental process. A correlation study is used to identify the effect of temperature, load and biodegradable additive on the coefficient of friction (COF) and specific wear (Ws) fro...

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Main Authors: Muhammad, Noryani, A. Hamid, Husna, Omar, Ghazali, Masripan, Nor Azmmi
Format: Article
Language:English
Published: Italian Association of Chemical Engineering (AIDIC) 2022
Online Access:http://eprints.utem.edu.my/id/eprint/27016/2/0064222062023.PDF
http://eprints.utem.edu.my/id/eprint/27016/
https://www.cetjournal.it/cet/22/97/090.pdf
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spelling my.utem.eprints.270162024-01-16T10:32:01Z http://eprints.utem.edu.my/id/eprint/27016/ Correlation analysis of biodegradable additives, temperature and loading toward tribology behaviour of musa aluminata balbisiana (MBS) oil Muhammad, Noryani A. Hamid, Husna Omar, Ghazali Masripan, Nor Azmmi Identification of the effect of the tribological characteristics in lubricant application is a critical part of the experimental process. A correlation study is used to identify the effect of temperature, load and biodegradable additive on the coefficient of friction (COF) and specific wear (Ws) from the experimental data. Pearson correlation coefficient (r) and analysis of variance (ANOVA) are the statistical analysis used to identify the relationship between the parameters and the significant difference in response variable which are COF and Ws. Based on the result, there is a positive moderate linear relationship between temperature to both COF and Ws with a score of r between 0.354 to 0.676. In contrast, there is a negative linear relationship between load towards COF and Ws with a -0.285 to -0.460 score of r. There is approximately no correlation with the percentage of biodegradable additives respecting COF and Ws. The result also shows that there is no significant difference between COF and Ws using ANOVA testing with a p-value is more than 0.05. This work may facilitate improvements for other researchers to identify the variable in the experimental design process Italian Association of Chemical Engineering (AIDIC) 2022-10 Article PeerReviewed text en http://eprints.utem.edu.my/id/eprint/27016/2/0064222062023.PDF Muhammad, Noryani and A. Hamid, Husna and Omar, Ghazali and Masripan, Nor Azmmi (2022) Correlation analysis of biodegradable additives, temperature and loading toward tribology behaviour of musa aluminata balbisiana (MBS) oil. Chemical Engineering Transactions, 97. pp. 535-540. ISSN 2283-9216 https://www.cetjournal.it/cet/22/97/090.pdf 10.3303/CET2297090
institution Universiti Teknikal Malaysia Melaka
building UTEM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknikal Malaysia Melaka
content_source UTEM Institutional Repository
url_provider http://eprints.utem.edu.my/
language English
description Identification of the effect of the tribological characteristics in lubricant application is a critical part of the experimental process. A correlation study is used to identify the effect of temperature, load and biodegradable additive on the coefficient of friction (COF) and specific wear (Ws) from the experimental data. Pearson correlation coefficient (r) and analysis of variance (ANOVA) are the statistical analysis used to identify the relationship between the parameters and the significant difference in response variable which are COF and Ws. Based on the result, there is a positive moderate linear relationship between temperature to both COF and Ws with a score of r between 0.354 to 0.676. In contrast, there is a negative linear relationship between load towards COF and Ws with a -0.285 to -0.460 score of r. There is approximately no correlation with the percentage of biodegradable additives respecting COF and Ws. The result also shows that there is no significant difference between COF and Ws using ANOVA testing with a p-value is more than 0.05. This work may facilitate improvements for other researchers to identify the variable in the experimental design process
format Article
author Muhammad, Noryani
A. Hamid, Husna
Omar, Ghazali
Masripan, Nor Azmmi
spellingShingle Muhammad, Noryani
A. Hamid, Husna
Omar, Ghazali
Masripan, Nor Azmmi
Correlation analysis of biodegradable additives, temperature and loading toward tribology behaviour of musa aluminata balbisiana (MBS) oil
author_facet Muhammad, Noryani
A. Hamid, Husna
Omar, Ghazali
Masripan, Nor Azmmi
author_sort Muhammad, Noryani
title Correlation analysis of biodegradable additives, temperature and loading toward tribology behaviour of musa aluminata balbisiana (MBS) oil
title_short Correlation analysis of biodegradable additives, temperature and loading toward tribology behaviour of musa aluminata balbisiana (MBS) oil
title_full Correlation analysis of biodegradable additives, temperature and loading toward tribology behaviour of musa aluminata balbisiana (MBS) oil
title_fullStr Correlation analysis of biodegradable additives, temperature and loading toward tribology behaviour of musa aluminata balbisiana (MBS) oil
title_full_unstemmed Correlation analysis of biodegradable additives, temperature and loading toward tribology behaviour of musa aluminata balbisiana (MBS) oil
title_sort correlation analysis of biodegradable additives, temperature and loading toward tribology behaviour of musa aluminata balbisiana (mbs) oil
publisher Italian Association of Chemical Engineering (AIDIC)
publishDate 2022
url http://eprints.utem.edu.my/id/eprint/27016/2/0064222062023.PDF
http://eprints.utem.edu.my/id/eprint/27016/
https://www.cetjournal.it/cet/22/97/090.pdf
_version_ 1789429986966372352
score 13.211869

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