TY - JOUR
T1 - Experimental investigation and optimization of non-catalytic in-situ biodiesel production from rice bran using response surface methodology historical data design
AU - Zullaikah, Siti
AU - Putra, Ari Krisna
AU - Fachrudin, Fathi Haqqani
AU - Utomo, Adi Tjipto
AU - Naulina, Rosada Y.
AU - Utami, Sri
AU - Herminanto, Rifky P.
AU - Ju, Yi Hsu
N1 - Publisher Copyright:
© 2021. The Authors.
PY - 2021
Y1 - 2021
N2 - 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 was ethyl acetate and the optimum ethanol concentration, temperature and reaction time were 80% v/v, 200oC 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, 200oC, 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.
AB - 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 was ethyl acetate and the optimum ethanol concentration, temperature and reaction time were 80% v/v, 200oC 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, 200oC, 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.
KW - Biodiesel
KW - Historical data design
KW - Rice bran
KW - Subcritical ethanol-water mixture
UR - http://www.scopus.com/inward/record.url?scp=85109167942&partnerID=8YFLogxK
U2 - 10.14710/IJRED.2021.34138
DO - 10.14710/IJRED.2021.34138
M3 - Article
AN - SCOPUS:85109167942
SN - 2252-4940
VL - 10
SP - 804
EP - 810
JO - International Journal of Renewable Energy Development
JF - International Journal of Renewable Energy Development
IS - 4
ER -