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Multi-response optimization of transesterification parameters of mahogany seed oil using grey relational analysis in Taguchi method for quenching application

This study investigates the possibility of multi-objective optimization in the transesterification of mahogany seed oil (MSO). The Taguchi method together with Grey relational analysis (GRA) was used to maximize both percent fatty acid methyl ester (FAME) yield and heat transfer coefficient (HTC). I...

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Detalles Bibliográficos
Autores principales: Dodo, R.M., Ause, T., Dauda, E.T., Shehu, U., Popoola, A.P.I.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6728276/
https://www.ncbi.nlm.nih.gov/pubmed/31517077
http://dx.doi.org/10.1016/j.heliyon.2019.e02167
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author Dodo, R.M.
Ause, T.
Dauda, E.T.
Shehu, U.
Popoola, A.P.I.
author_facet Dodo, R.M.
Ause, T.
Dauda, E.T.
Shehu, U.
Popoola, A.P.I.
author_sort Dodo, R.M.
collection PubMed
description This study investigates the possibility of multi-objective optimization in the transesterification of mahogany seed oil (MSO). The Taguchi method together with Grey relational analysis (GRA) was used to maximize both percent fatty acid methyl ester (FAME) yield and heat transfer coefficient (HTC). It was found that methanol to oil molar ratio was the factor that contributed the most in obtaining high percent FAME (ester) yield and HTC. Employing the following conditions: 32.6 wt% methanol (9:1 methanol to oil molar ratio), 0.5 wt% catalyst, 60 °C temperature and 300 rpm agitation was found to offer an improved percent ester yield and HTC. A confirmatory test resulted in an ester yield of 90.1 % and HTC up to 153.0 W/m(2)K. The structure of the optimized transesterified mahogany seed oil (TM) was confirmed by FTIR analysis. In the event of comparison, TM, raw mahogany seed oil (FM) and SAE40 were analyzed by cooling curve analyses. TM identified to have superior quenching performance.
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spelling pubmed-67282762019-09-12 Multi-response optimization of transesterification parameters of mahogany seed oil using grey relational analysis in Taguchi method for quenching application Dodo, R.M. Ause, T. Dauda, E.T. Shehu, U. Popoola, A.P.I. Heliyon Article This study investigates the possibility of multi-objective optimization in the transesterification of mahogany seed oil (MSO). The Taguchi method together with Grey relational analysis (GRA) was used to maximize both percent fatty acid methyl ester (FAME) yield and heat transfer coefficient (HTC). It was found that methanol to oil molar ratio was the factor that contributed the most in obtaining high percent FAME (ester) yield and HTC. Employing the following conditions: 32.6 wt% methanol (9:1 methanol to oil molar ratio), 0.5 wt% catalyst, 60 °C temperature and 300 rpm agitation was found to offer an improved percent ester yield and HTC. A confirmatory test resulted in an ester yield of 90.1 % and HTC up to 153.0 W/m(2)K. The structure of the optimized transesterified mahogany seed oil (TM) was confirmed by FTIR analysis. In the event of comparison, TM, raw mahogany seed oil (FM) and SAE40 were analyzed by cooling curve analyses. TM identified to have superior quenching performance. Elsevier 2019-08-29 /pmc/articles/PMC6728276/ /pubmed/31517077 http://dx.doi.org/10.1016/j.heliyon.2019.e02167 Text en © 2019 The Authors http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Dodo, R.M.
Ause, T.
Dauda, E.T.
Shehu, U.
Popoola, A.P.I.
Multi-response optimization of transesterification parameters of mahogany seed oil using grey relational analysis in Taguchi method for quenching application
title Multi-response optimization of transesterification parameters of mahogany seed oil using grey relational analysis in Taguchi method for quenching application
title_full Multi-response optimization of transesterification parameters of mahogany seed oil using grey relational analysis in Taguchi method for quenching application
title_fullStr Multi-response optimization of transesterification parameters of mahogany seed oil using grey relational analysis in Taguchi method for quenching application
title_full_unstemmed Multi-response optimization of transesterification parameters of mahogany seed oil using grey relational analysis in Taguchi method for quenching application
title_short Multi-response optimization of transesterification parameters of mahogany seed oil using grey relational analysis in Taguchi method for quenching application
title_sort multi-response optimization of transesterification parameters of mahogany seed oil using grey relational analysis in taguchi method for quenching application
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6728276/
https://www.ncbi.nlm.nih.gov/pubmed/31517077
http://dx.doi.org/10.1016/j.heliyon.2019.e02167
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