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...
Main Authors: | , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Elsevier
2019-08-01
|
Series: | Heliyon |
Subjects: | |
Online Access: | http://www.sciencedirect.com/science/article/pii/S240584401935827X |
id |
doaj-4526d0a87e704bed8bb13b8707a4e25b |
---|---|
record_format |
Article |
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 |
work_keys_str_mv |
AT rmdodo multiresponseoptimizationoftransesterificationparametersofmahoganyseedoilusinggreyrelationalanalysisintaguchimethodforquenchingapplication AT tause multiresponseoptimizationoftransesterificationparametersofmahoganyseedoilusinggreyrelationalanalysisintaguchimethodforquenchingapplication AT etdauda multiresponseoptimizationoftransesterificationparametersofmahoganyseedoilusinggreyrelationalanalysisintaguchimethodforquenchingapplication AT ushehu multiresponseoptimizationoftransesterificationparametersofmahoganyseedoilusinggreyrelationalanalysisintaguchimethodforquenchingapplication AT apipopoola multiresponseoptimizationoftransesterificationparametersofmahoganyseedoilusinggreyrelationalanalysisintaguchimethodforquenchingapplication |
_version_ |
1724694158930608128 |