Experimental Investigation and Optimization of Non-Catalytic In-Situ Biodiesel Production from Rice Bran Using Response Surface Methodology Historical Data Design

Rice bran oil (RBO)is claimed to be a potential feedstock for biodiesel production. Non-catalytic in-situ biodiesel production from a low-cost feedstock (rice bran) using subcritical ethanol-water mixture was investigated in this study. The influence of four independent variables, i.e., addition of...

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Main Authors: Siti Zullaikah, Ari Krisna Putra, Fathi Haqqani Fachrudin, Rosada Y Naulina, Sri Utami, Rifky P Herminanto, Orchidea Rachmaniah, Yi Hsu Ju
Format: Article
Language:English
Published: Diponegoro University 2021-11-01
Series:International Journal of Renewable Energy Development
Subjects:
Online Access:https://ejournal.undip.ac.id/index.php/ijred/article/view/34138
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spelling doaj-6102b8ffd7b04e39ab65ef34eab873ed2021-09-05T11:27:51ZengDiponegoro UniversityInternational Journal of Renewable Energy Development2252-49402021-11-0110480381010.14710/ijred.2021.3413818008Experimental Investigation and Optimization of Non-Catalytic In-Situ Biodiesel Production from Rice Bran Using Response Surface Methodology Historical Data DesignSiti Zullaikah0https://orcid.org/0000-0001-7840-3596Ari Krisna Putra1Fathi Haqqani Fachrudin2Rosada Y Naulina3Sri Utami4Rifky P Herminanto5Orchidea Rachmaniah6Yi Hsu Ju7Department of Chemical Engineering, Institut Teknologi Sepuluh Nopember (ITS), Kampus ITS Keputih Sukolilo, Surabaya 60111, IndonesiaDepartment of Chemical Engineering, Institut Teknologi Sepuluh Nopember (ITS), Kampus ITS Keputih Sukolilo, Surabaya 60111, IndonesiaDepartment of Chemical Engineering, Institut Teknologi Sepuluh Nopember (ITS), Kampus ITS Keputih Sukolilo, Surabaya 60111, IndonesiaDepartment of Chemical Engineering, Institut Teknologi Sepuluh Nopember (ITS), Kampus ITS Keputih Sukolilo, Surabaya 60111, IndonesiaDepartment of Chemical Engineering, Institut Teknologi Sepuluh Nopember (ITS), Kampus ITS Keputih Sukolilo, Surabaya 60111, IndonesiaDepartment of Chemical Engineering, Institut Teknologi Sepuluh Nopember (ITS), Kampus ITS Keputih Sukolilo, Surabaya 60111, IndonesiaDepartment of Chemical Engineering, Institut Teknologi Sepuluh Nopember (ITS), Kampus ITS Keputih Sukolilo, Surabaya 60111, IndonesiaGraduate Institute of Applied Science and Technology, National Taiwan University of Science and Technology, Taipei, TaiwanRice bran oil (RBO)is claimed to be a potential feedstock for biodiesel production. Non-catalytic in-situ biodiesel production from a low-cost feedstock (rice bran) using subcritical ethanol-water mixture was investigated in this study. The influence of four independent variables, i.e., addition of co-solvent, ethanol concentration, temperature, and time of reactions, on the yield of biodiesel was examined. The results showed that the most effective co-solvent wasethyl acetate and the optimum ethanol concentration, temperature and reaction time were 80% v/v, 200 oC and 3 hours, respectively. The maximum yield of biodiesel was found to be around 80%. The optimization of operating conditions was carried out by response surface methodology (RSM) with historical data design (HDD). The statistical method also suggested similar optimum operating conditions, i.e., 78.44% (v/v) ethanol concentration, 200 oC, and 3.2 hours reaction time with ethyl acetate as a co-solvent. The predicted maximum biodiesel yield was also slightly lower, i.e., 76.98%. Therefore, this study suggests that biodiesel production from rice bran through a non-catalytic in-situ process using a subcritical ethanol-water mixture with ethyl acetate as a co-solvent is very feasible since the yield can reach 80%. The study also found that RSM with HDD can predict the optimum operating conditions with a good accuracy.https://ejournal.undip.ac.id/index.php/ijred/article/view/34138rice branbiodieselhistorical data designsubcritical ethanol-water mixture
collection DOAJ
language English
format Article
sources DOAJ
author Siti Zullaikah
Ari Krisna Putra
Fathi Haqqani Fachrudin
Rosada Y Naulina
Sri Utami
Rifky P Herminanto
Orchidea Rachmaniah
Yi Hsu Ju
spellingShingle Siti Zullaikah
Ari Krisna Putra
Fathi Haqqani Fachrudin
Rosada Y Naulina
Sri Utami
Rifky P Herminanto
Orchidea Rachmaniah
Yi Hsu Ju
Experimental Investigation and Optimization of Non-Catalytic In-Situ Biodiesel Production from Rice Bran Using Response Surface Methodology Historical Data Design
International Journal of Renewable Energy Development
rice bran
biodiesel
historical data design
subcritical ethanol-water mixture
author_facet Siti Zullaikah
Ari Krisna Putra
Fathi Haqqani Fachrudin
Rosada Y Naulina
Sri Utami
Rifky P Herminanto
Orchidea Rachmaniah
Yi Hsu Ju
author_sort Siti Zullaikah
title Experimental Investigation and Optimization of Non-Catalytic In-Situ Biodiesel Production from Rice Bran Using Response Surface Methodology Historical Data Design
title_short Experimental Investigation and Optimization of Non-Catalytic In-Situ Biodiesel Production from Rice Bran Using Response Surface Methodology Historical Data Design
title_full Experimental Investigation and Optimization of Non-Catalytic In-Situ Biodiesel Production from Rice Bran Using Response Surface Methodology Historical Data Design
title_fullStr Experimental Investigation and Optimization of Non-Catalytic In-Situ Biodiesel Production from Rice Bran Using Response Surface Methodology Historical Data Design
title_full_unstemmed Experimental Investigation and Optimization of Non-Catalytic In-Situ Biodiesel Production from Rice Bran Using Response Surface Methodology Historical Data Design
title_sort experimental investigation and optimization of non-catalytic in-situ biodiesel production from rice bran using response surface methodology historical data design
publisher Diponegoro University
series International Journal of Renewable Energy Development
issn 2252-4940
publishDate 2021-11-01
description Rice bran oil (RBO)is claimed to be a potential feedstock for biodiesel production. Non-catalytic in-situ biodiesel production from a low-cost feedstock (rice bran) using subcritical ethanol-water mixture was investigated in this study. The influence of four independent variables, i.e., addition of co-solvent, ethanol concentration, temperature, and time of reactions, on the yield of biodiesel was examined. The results showed that the most effective co-solvent wasethyl acetate and the optimum ethanol concentration, temperature and reaction time were 80% v/v, 200 oC and 3 hours, respectively. The maximum yield of biodiesel was found to be around 80%. The optimization of operating conditions was carried out by response surface methodology (RSM) with historical data design (HDD). The statistical method also suggested similar optimum operating conditions, i.e., 78.44% (v/v) ethanol concentration, 200 oC, and 3.2 hours reaction time with ethyl acetate as a co-solvent. The predicted maximum biodiesel yield was also slightly lower, i.e., 76.98%. Therefore, this study suggests that biodiesel production from rice bran through a non-catalytic in-situ process using a subcritical ethanol-water mixture with ethyl acetate as a co-solvent is very feasible since the yield can reach 80%. The study also found that RSM with HDD can predict the optimum operating conditions with a good accuracy.
topic rice bran
biodiesel
historical data design
subcritical ethanol-water mixture
url https://ejournal.undip.ac.id/index.php/ijred/article/view/34138
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