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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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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