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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Main Authors: R.M. Dodo, T. Ause, E.T. Dauda, U. Shehu, A.P.I. Popoola
Format: Article
Language:English
Published: Elsevier 2019-08-01
Series:Heliyon
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S240584401935827X
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spelling doaj-4526d0a87e704bed8bb13b8707a4e25b2020-11-25T03:01:15ZengElsevierHeliyon2405-84402019-08-0158e02167Multi-response optimization of transesterification parameters of mahogany seed oil using grey relational analysis in Taguchi method for quenching applicationR.M. Dodo0T. Ause1E.T. Dauda2U. Shehu3A.P.I. Popoola4Department of Metallurgical & Materials Engineering, Ahmadu Bello University, Zaria, Nigeria; Corresponding author.Department of Metallurgical & Materials Engineering, Ahmadu Bello University, Zaria, NigeriaDepartment of Metallurgical & Materials Engineering, Ahmadu Bello University, Zaria, NigeriaDepartment of Metallurgical & Materials Engineering, Ahmadu Bello University, Zaria, NigeriaDepartment of Chemical, Metallurgical and Materials Engineering, Tshwane University of Technology, Pretoria, South AfricaThis 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/m2K. 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.http://www.sciencedirect.com/science/article/pii/S240584401935827XChemical engineeringIndustrial engineeringMechanical engineeringMetallurgical engineeringPetroleum engineeringMaterials science
collection DOAJ
language English
format Article
sources DOAJ
author R.M. Dodo
T. Ause
E.T. Dauda
U. Shehu
A.P.I. Popoola
spellingShingle R.M. Dodo
T. Ause
E.T. Dauda
U. Shehu
A.P.I. Popoola
Multi-response optimization of transesterification parameters of mahogany seed oil using grey relational analysis in Taguchi method for quenching application
Heliyon
Chemical engineering
Industrial engineering
Mechanical engineering
Metallurgical engineering
Petroleum engineering
Materials science
author_facet R.M. Dodo
T. Ause
E.T. Dauda
U. Shehu
A.P.I. Popoola
author_sort R.M. Dodo
title 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_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_sort multi-response optimization of transesterification parameters of mahogany seed oil using grey relational analysis in taguchi method for quenching application
publisher Elsevier
series Heliyon
issn 2405-8440
publishDate 2019-08-01
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/m2K. 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.
topic Chemical engineering
Industrial engineering
Mechanical engineering
Metallurgical engineering
Petroleum engineering
Materials science
url http://www.sciencedirect.com/science/article/pii/S240584401935827X
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