Tasić, Marija B.

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orcid::0000-0002-2048-1740
  • Tasić, Marija B. (4)
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Author's Bibliography

Kinetic, thermodynamic and optimization study of the corn germ oil extraction process

Stamenković, Olivera S.; Kostić, Milan D.; Tasić, Marija B.; Đalović, Ivica; Mitrović, Petar; Biberdžić, Milan O.; Veljković, Vlada B.

(Elsevier, Amsterdam, 2020)

TY  - JOUR
AU  - Stamenković, Olivera S.
AU  - Kostić, Milan D.
AU  - Tasić, Marija B.
AU  - Đalović, Ivica
AU  - Mitrović, Petar
AU  - Biberdžić, Milan O.
AU  - Veljković, Vlada B.
PY  - 2020
UR  - http://fiver.ifvcns.rs/handle/123456789/2017
AB  - Corn germ oil (CGO) was recovered from the ground corn germ by maceration using n -hexane at the ranges of the temperature and the solvent:germ ratio (SGR) of 20-70 degrees C and 3:1-10:1 mL/g, respectively. The obtained CGO contained mainly the unsaturated fatty acids (87.09 +/- 0.37%) with linoleic and oleic acid as the most abundant while the main saturated fatty acid was palmitic acid. The CGO extraction yield was statistically analyzed, modeled and optimized combining the response surface methodology with the 33 full factorial design with replication. All individual process variables (maceration temperature, SGR and maceration time), the interaction of maceration temperature with SGR and the quadratic terms of maceration temperature and SGR had a statistically significant influence on the CGO yield. For the kinetic modeling of the CGO maceration, three models, namely the phenomenological model, the model that included instantaneous washing and diffusion and the diffusional model, were tested. Although all models successfully described the kinetics of CGO extraction (MRPD values  lt = 2%), the diffusional model was less accurate. The thermodynamic analysis of CGO extraction showed that the extraction process was spontaneous, endothermic and irreversible.
PB  - Elsevier, Amsterdam
T2  - Food & Bioproducts Processing
T1  - Kinetic, thermodynamic and optimization study of the corn germ oil extraction process
EP  - 103
SP  - 91
VL  - 120
DO  - 10.1016/j.fbp.2019.12.013
ER  - 
@article{
author = "Stamenković, Olivera S. and Kostić, Milan D. and Tasić, Marija B. and Đalović, Ivica and Mitrović, Petar and Biberdžić, Milan O. and Veljković, Vlada B.",
year = "2020",
abstract = "Corn germ oil (CGO) was recovered from the ground corn germ by maceration using n -hexane at the ranges of the temperature and the solvent:germ ratio (SGR) of 20-70 degrees C and 3:1-10:1 mL/g, respectively. The obtained CGO contained mainly the unsaturated fatty acids (87.09 +/- 0.37%) with linoleic and oleic acid as the most abundant while the main saturated fatty acid was palmitic acid. The CGO extraction yield was statistically analyzed, modeled and optimized combining the response surface methodology with the 33 full factorial design with replication. All individual process variables (maceration temperature, SGR and maceration time), the interaction of maceration temperature with SGR and the quadratic terms of maceration temperature and SGR had a statistically significant influence on the CGO yield. For the kinetic modeling of the CGO maceration, three models, namely the phenomenological model, the model that included instantaneous washing and diffusion and the diffusional model, were tested. Although all models successfully described the kinetics of CGO extraction (MRPD values  lt = 2%), the diffusional model was less accurate. The thermodynamic analysis of CGO extraction showed that the extraction process was spontaneous, endothermic and irreversible.",
publisher = "Elsevier, Amsterdam",
journal = "Food & Bioproducts Processing",
title = "Kinetic, thermodynamic and optimization study of the corn germ oil extraction process",
pages = "103-91",
volume = "120",
doi = "10.1016/j.fbp.2019.12.013"
}
Stamenković, O. S., Kostić, M. D., Tasić, M. B., Đalović, I., Mitrović, P., Biberdžić, M. O.,& Veljković, V. B.. (2020). Kinetic, thermodynamic and optimization study of the corn germ oil extraction process. in Food & Bioproducts Processing
Elsevier, Amsterdam., 120, 91-103.
https://doi.org/10.1016/j.fbp.2019.12.013
Stamenković OS, Kostić MD, Tasić MB, Đalović I, Mitrović P, Biberdžić MO, Veljković VB. Kinetic, thermodynamic and optimization study of the corn germ oil extraction process. in Food & Bioproducts Processing. 2020;120:91-103.
doi:10.1016/j.fbp.2019.12.013 .
Stamenković, Olivera S., Kostić, Milan D., Tasić, Marija B., Đalović, Ivica, Mitrović, Petar, Biberdžić, Milan O., Veljković, Vlada B., "Kinetic, thermodynamic and optimization study of the corn germ oil extraction process" in Food & Bioproducts Processing, 120 (2020):91-103,
https://doi.org/10.1016/j.fbp.2019.12.013 . .
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Production of biofuels from sorghum

Stamenković, Olivera S.; Siliveru, Kaliramesh; Veljković, Vlada B.; Banković-Ilić, Ivana B.; Tasić, Marija B.; Ciampitti, Ignacio A.; Đalović, Ivica; Mitrović, Petar; Sikora, Vladimir; Prasad, P. V. V.

(Pergamon-Elsevier Science Ltd, Oxford, 2020)

TY  - JOUR
AU  - Stamenković, Olivera S.
AU  - Siliveru, Kaliramesh
AU  - Veljković, Vlada B.
AU  - Banković-Ilić, Ivana B.
AU  - Tasić, Marija B.
AU  - Ciampitti, Ignacio A.
AU  - Đalović, Ivica
AU  - Mitrović, Petar
AU  - Sikora, Vladimir
AU  - Prasad, P. V. V.
PY  - 2020
UR  - http://fiver.ifvcns.rs/handle/123456789/1963
AB  - Sorghum is an important crop that serve multiple purposes as human food, animal feed, and bioenergy production. There are opportunities to produce different types of biofuels from sorghum-based biomass. Sorghum with its vast genetic resources can serve as bioenergy crop and not compete against the value of it as food and nutritional security crop. Bioenegy crops provides an opportunity for agriculture to be part of solution for energy and mitigation to climate change. This review provides detailed overview and current knowledge on the conversion of sorghum biomass (stalks, leaves, and grains) into liquid (bioethanol, biodiesel, and bio-oil), gas (biohydrogen, biogas, and syngas) and solid (biochar) biofuels. Progress made in the different sorghum-based biomass pretreatment and conversion processes including chemical, biochemical, thermochemical and biological processes (e.g. saccharification, fermentation, transesterification, hydrothermal liquefaction, pyrolysis, and gasification) are highlighted and described. In addition, several value-added products from sorghum gaining importance in biofuels production are summarized. Finally, the potential outlook on sorghum based biorefiners and potential for improving sorghum-based biofuel production is presented and discussed. The biorefinery concept offers a considerable scope for optimization of sorghum biomass utilization to produce biofuels and biochemicals. However, there is further need to clearly identify the best methods of pre-treatment, processing, and products from different sources. Sorghum with its high biomass production and multiple use has the potential to be key biofuel crop. Further research is needed to identify most efficient and cost effective processes to ensure the value of biofuel and other bioproducts from sorghum. A complete lifecycle analyses indicating the challenges and opportunities to enhance the efficiency, benefits, and challenges in different steps and finding solutions to overcome those challenges will be of prime importance. Strong collaboration between private and public sector researhcers and multidisciplinary teams will be required to develop a comprehensive biorefinery models.
PB  - Pergamon-Elsevier Science Ltd, Oxford
T2  - Renewable & Sustainable Energy Reviews
T1  - Production of biofuels from sorghum
VL  - 124
DO  - 10.1016/j.rser.2020.109769
ER  - 
@article{
author = "Stamenković, Olivera S. and Siliveru, Kaliramesh and Veljković, Vlada B. and Banković-Ilić, Ivana B. and Tasić, Marija B. and Ciampitti, Ignacio A. and Đalović, Ivica and Mitrović, Petar and Sikora, Vladimir and Prasad, P. V. V.",
year = "2020",
abstract = "Sorghum is an important crop that serve multiple purposes as human food, animal feed, and bioenergy production. There are opportunities to produce different types of biofuels from sorghum-based biomass. Sorghum with its vast genetic resources can serve as bioenergy crop and not compete against the value of it as food and nutritional security crop. Bioenegy crops provides an opportunity for agriculture to be part of solution for energy and mitigation to climate change. This review provides detailed overview and current knowledge on the conversion of sorghum biomass (stalks, leaves, and grains) into liquid (bioethanol, biodiesel, and bio-oil), gas (biohydrogen, biogas, and syngas) and solid (biochar) biofuels. Progress made in the different sorghum-based biomass pretreatment and conversion processes including chemical, biochemical, thermochemical and biological processes (e.g. saccharification, fermentation, transesterification, hydrothermal liquefaction, pyrolysis, and gasification) are highlighted and described. In addition, several value-added products from sorghum gaining importance in biofuels production are summarized. Finally, the potential outlook on sorghum based biorefiners and potential for improving sorghum-based biofuel production is presented and discussed. The biorefinery concept offers a considerable scope for optimization of sorghum biomass utilization to produce biofuels and biochemicals. However, there is further need to clearly identify the best methods of pre-treatment, processing, and products from different sources. Sorghum with its high biomass production and multiple use has the potential to be key biofuel crop. Further research is needed to identify most efficient and cost effective processes to ensure the value of biofuel and other bioproducts from sorghum. A complete lifecycle analyses indicating the challenges and opportunities to enhance the efficiency, benefits, and challenges in different steps and finding solutions to overcome those challenges will be of prime importance. Strong collaboration between private and public sector researhcers and multidisciplinary teams will be required to develop a comprehensive biorefinery models.",
publisher = "Pergamon-Elsevier Science Ltd, Oxford",
journal = "Renewable & Sustainable Energy Reviews",
title = "Production of biofuels from sorghum",
volume = "124",
doi = "10.1016/j.rser.2020.109769"
}
Stamenković, O. S., Siliveru, K., Veljković, V. B., Banković-Ilić, I. B., Tasić, M. B., Ciampitti, I. A., Đalović, I., Mitrović, P., Sikora, V.,& Prasad, P. V. V.. (2020). Production of biofuels from sorghum. in Renewable & Sustainable Energy Reviews
Pergamon-Elsevier Science Ltd, Oxford., 124.
https://doi.org/10.1016/j.rser.2020.109769
Stamenković OS, Siliveru K, Veljković VB, Banković-Ilić IB, Tasić MB, Ciampitti IA, Đalović I, Mitrović P, Sikora V, Prasad PVV. Production of biofuels from sorghum. in Renewable & Sustainable Energy Reviews. 2020;124.
doi:10.1016/j.rser.2020.109769 .
Stamenković, Olivera S., Siliveru, Kaliramesh, Veljković, Vlada B., Banković-Ilić, Ivana B., Tasić, Marija B., Ciampitti, Ignacio A., Đalović, Ivica, Mitrović, Petar, Sikora, Vladimir, Prasad, P. V. V., "Production of biofuels from sorghum" in Renewable & Sustainable Energy Reviews, 124 (2020),
https://doi.org/10.1016/j.rser.2020.109769 . .
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Optimization of biodiesel production from corn oil by methanolysis catalyzed by corn cob ash

Kostić, Milan D.; Tasić, Marija B.; Đalović, Ivica; Biberdžić, Milan O.; Mitrović, Petar; Stamenković, Olivera S.; Veljković, Vlada B.

(Univerzitet u Beogradu - Tehnički fakultet u Boru, Beograd, 2018)

TY  - JOUR
AU  - Kostić, Milan D.
AU  - Tasić, Marija B.
AU  - Đalović, Ivica
AU  - Biberdžić, Milan O.
AU  - Mitrović, Petar
AU  - Stamenković, Olivera S.
AU  - Veljković, Vlada B.
PY  - 2018
UR  - http://fiver.ifvcns.rs/handle/123456789/1758
AB  - The use of low-cost or priceless feedstocks such as byproducts in biodiesel production results in a reduced overall process costs. The present paper reports the use of corn germs and corn cobs as byproducts from corn-based starch production in the biodiesel production by the methanolysis of the oil extracted from corn germs, catalyzed by the ash produced by combustion of corn cobs. The major aim was to optimize the methanol-to-oil molar ratio, catalyst loading, and reaction time in a batch stirred reactor with respect to the content of methyl ester fatty acids (FAME). The statistical modeling and optimization were carried out using a second-order polynomial (quadratic) model developed by the response surface methodology combined with a 33 factorial design with 3 central points. The FAME content was determined by a high-pressure liquid chromatography method. The analysis of variance showed that only the catalyst amount, the reaction time, the catalyst amount interaction with reaction time and all three quadratic terms were the significant model terms with the confidence level of 95 %. The optimum reaction conditions (the catalyst amounts of 19.8 %, the methanol-to-oil molar ratio of 9.4 mol/mol and the reaction time of 31 min) provided the FAME content of 98.1 %, which was in an excellent agreement with the predicted FAME content (98.4 %). Thus, both corn germs and corn cobs may be suitable feedstocks for biodiesel production.
AB  - Upotreba jeftinih ili bezvrednih sirovina, kao što su sporedni proizvodi, u proizvodnji biodizela ima za rezultat smanjene ukupne troškove procesa. U ovom radu su prikazani rezultati upotrebe kukuruznih klica i okrunjenog kukuruznog klipa (kurdeljke, krudeljke) kao sporednih proizvoda iz proizvodnje kukuruznog skroba u proizvodnji biodizela metanolizom ulja izdvojenog iz kukuruznih klica, katalizovane pepelom dobijenim sagorevanjem kurdeljke. Glavni cilj je bila optimizacija molskog odnosa metanol-ulje, količine katalizatora i reakcionog vremena u šaržnom reaktoru sa mešanjem u odnosu na sadržaj metilestra masnih kiselina (MEMK). Statističko modelovanje i optimizacija izvršeni su korišćenjem kvadratnog modela, razvijenog metodologijom odzivne površine, u kombinaciji sa 33 faktorijelnim planom sa 3 centralne tačke. Sadržaj MEMK-a je određen metodom tečne hromatografije pod visokim pritiskom. Analiza varijanse je pokazala da su samo uticaji količine katalizatora, reakcionog vremena, interakcije količine katalizatora sa reakcionim vremenom i sva tri kvadratna člana statistički značajni sa nivoom pouzdanosti od 95 %. Pod optimalnim reakcionim uslovima (količina katalizatora 19,8 %, molski odnos metanol/ulje 9,4 mol/mol i reakciono vreme 31 min) dobijen je sadržaj MEMK-a od 98,1 %, koji se slaže sa predviđenim sadržajem MEMK-a (98,4 %). Prema tome, i kukuruzne klice i kurdeljka mogu biti pogodne sirovine za proizvodnju biodizela.
PB  - Univerzitet u Beogradu - Tehnički fakultet u Boru, Beograd
T2  - Recycling & Sustainable Development
T1  - Optimization of biodiesel production from corn oil by methanolysis catalyzed by corn cob ash
T1  - Optimizacija proizvodnje biodizela kukuruznog ulja metanolizom katalizovanom pepelom kurdeljke
EP  - 62
IS  - 1
SP  - 53
VL  - 11
DO  - 10.5937/ror1801053K
ER  - 
@article{
author = "Kostić, Milan D. and Tasić, Marija B. and Đalović, Ivica and Biberdžić, Milan O. and Mitrović, Petar and Stamenković, Olivera S. and Veljković, Vlada B.",
year = "2018",
abstract = "The use of low-cost or priceless feedstocks such as byproducts in biodiesel production results in a reduced overall process costs. The present paper reports the use of corn germs and corn cobs as byproducts from corn-based starch production in the biodiesel production by the methanolysis of the oil extracted from corn germs, catalyzed by the ash produced by combustion of corn cobs. The major aim was to optimize the methanol-to-oil molar ratio, catalyst loading, and reaction time in a batch stirred reactor with respect to the content of methyl ester fatty acids (FAME). The statistical modeling and optimization were carried out using a second-order polynomial (quadratic) model developed by the response surface methodology combined with a 33 factorial design with 3 central points. The FAME content was determined by a high-pressure liquid chromatography method. The analysis of variance showed that only the catalyst amount, the reaction time, the catalyst amount interaction with reaction time and all three quadratic terms were the significant model terms with the confidence level of 95 %. The optimum reaction conditions (the catalyst amounts of 19.8 %, the methanol-to-oil molar ratio of 9.4 mol/mol and the reaction time of 31 min) provided the FAME content of 98.1 %, which was in an excellent agreement with the predicted FAME content (98.4 %). Thus, both corn germs and corn cobs may be suitable feedstocks for biodiesel production., Upotreba jeftinih ili bezvrednih sirovina, kao što su sporedni proizvodi, u proizvodnji biodizela ima za rezultat smanjene ukupne troškove procesa. U ovom radu su prikazani rezultati upotrebe kukuruznih klica i okrunjenog kukuruznog klipa (kurdeljke, krudeljke) kao sporednih proizvoda iz proizvodnje kukuruznog skroba u proizvodnji biodizela metanolizom ulja izdvojenog iz kukuruznih klica, katalizovane pepelom dobijenim sagorevanjem kurdeljke. Glavni cilj je bila optimizacija molskog odnosa metanol-ulje, količine katalizatora i reakcionog vremena u šaržnom reaktoru sa mešanjem u odnosu na sadržaj metilestra masnih kiselina (MEMK). Statističko modelovanje i optimizacija izvršeni su korišćenjem kvadratnog modela, razvijenog metodologijom odzivne površine, u kombinaciji sa 33 faktorijelnim planom sa 3 centralne tačke. Sadržaj MEMK-a je određen metodom tečne hromatografije pod visokim pritiskom. Analiza varijanse je pokazala da su samo uticaji količine katalizatora, reakcionog vremena, interakcije količine katalizatora sa reakcionim vremenom i sva tri kvadratna člana statistički značajni sa nivoom pouzdanosti od 95 %. Pod optimalnim reakcionim uslovima (količina katalizatora 19,8 %, molski odnos metanol/ulje 9,4 mol/mol i reakciono vreme 31 min) dobijen je sadržaj MEMK-a od 98,1 %, koji se slaže sa predviđenim sadržajem MEMK-a (98,4 %). Prema tome, i kukuruzne klice i kurdeljka mogu biti pogodne sirovine za proizvodnju biodizela.",
publisher = "Univerzitet u Beogradu - Tehnički fakultet u Boru, Beograd",
journal = "Recycling & Sustainable Development",
title = "Optimization of biodiesel production from corn oil by methanolysis catalyzed by corn cob ash, Optimizacija proizvodnje biodizela kukuruznog ulja metanolizom katalizovanom pepelom kurdeljke",
pages = "62-53",
number = "1",
volume = "11",
doi = "10.5937/ror1801053K"
}
Kostić, M. D., Tasić, M. B., Đalović, I., Biberdžić, M. O., Mitrović, P., Stamenković, O. S.,& Veljković, V. B.. (2018). Optimization of biodiesel production from corn oil by methanolysis catalyzed by corn cob ash. in Recycling & Sustainable Development
Univerzitet u Beogradu - Tehnički fakultet u Boru, Beograd., 11(1), 53-62.
https://doi.org/10.5937/ror1801053K
Kostić MD, Tasić MB, Đalović I, Biberdžić MO, Mitrović P, Stamenković OS, Veljković VB. Optimization of biodiesel production from corn oil by methanolysis catalyzed by corn cob ash. in Recycling & Sustainable Development. 2018;11(1):53-62.
doi:10.5937/ror1801053K .
Kostić, Milan D., Tasić, Marija B., Đalović, Ivica, Biberdžić, Milan O., Mitrović, Petar, Stamenković, Olivera S., Veljković, Vlada B., "Optimization of biodiesel production from corn oil by methanolysis catalyzed by corn cob ash" in Recycling & Sustainable Development, 11, no. 1 (2018):53-62,
https://doi.org/10.5937/ror1801053K . .
3

Biodiesel production from corn oil: A review

Veljković, Vlada B.; Biberdžić, Milan O.; Banković-Ilić, Ivana B.; Đalović, Ivica; Tasić, Marija B.; Njezić, Zvonko B.; Stamenković, Olivera S.

(Pergamon-Elsevier Science Ltd, Oxford, 2018)

TY  - JOUR
AU  - Veljković, Vlada B.
AU  - Biberdžić, Milan O.
AU  - Banković-Ilić, Ivana B.
AU  - Đalović, Ivica
AU  - Tasić, Marija B.
AU  - Njezić, Zvonko B.
AU  - Stamenković, Olivera S.
PY  - 2018
UR  - http://fiver.ifvcns.rs/handle/123456789/1826
AB  - This paper deals with biodiesel production from corn oil as a feedstock via the transesterification and esterification reactions. To date, corn oil has not been considered a viable biodiesel feedstock because of its high edible value and relatively high price, but some industrial corn processing co-products, such as corn germ and dried distillers grains with solubles (DDGS), have potential for this application after the extraction of corn distillers oil (CDO). Here, after brief discussion of the issues related to corn botany, cultivation, and use, as well as the corn germ and oil composition, properties and use, the methods of corn processing for germ and DDGS recovery are presented. In addition, the mechanical and solvent extraction techniques for oil recovery from whole ground corn kernels, germs, and DDGS are considered. Furthermore, biodiesel production from corn oil, waste frying corn oil, and CDO is critically analyzed. It is expected that further investigation will be directed toward developing simpler, more effective and energy-saving technologies for biodiesel production from corn oil-based feedstocks, especially from CDO. The integration of biodiesel production directly into corn-based ethanol production will advance the overall economy of industrial plants. Furthermore, the fuel properties, performances and exhaust gas emissions of corn-based biodiesel and its blends with diesel fuel are discussed, taking into account the biodiesel quality standards. Finally, issues related to the environmental and socio-economic impacts of corn-based biodiesel production and use are also tackled.
PB  - Pergamon-Elsevier Science Ltd, Oxford
T2  - Renewable & Sustainable Energy Reviews
T1  - Biodiesel production from corn oil: A review
EP  - 548
SP  - 531
VL  - 91
DO  - 10.1016/j.rser.2018.04.024
ER  - 
@article{
author = "Veljković, Vlada B. and Biberdžić, Milan O. and Banković-Ilić, Ivana B. and Đalović, Ivica and Tasić, Marija B. and Njezić, Zvonko B. and Stamenković, Olivera S.",
year = "2018",
abstract = "This paper deals with biodiesel production from corn oil as a feedstock via the transesterification and esterification reactions. To date, corn oil has not been considered a viable biodiesel feedstock because of its high edible value and relatively high price, but some industrial corn processing co-products, such as corn germ and dried distillers grains with solubles (DDGS), have potential for this application after the extraction of corn distillers oil (CDO). Here, after brief discussion of the issues related to corn botany, cultivation, and use, as well as the corn germ and oil composition, properties and use, the methods of corn processing for germ and DDGS recovery are presented. In addition, the mechanical and solvent extraction techniques for oil recovery from whole ground corn kernels, germs, and DDGS are considered. Furthermore, biodiesel production from corn oil, waste frying corn oil, and CDO is critically analyzed. It is expected that further investigation will be directed toward developing simpler, more effective and energy-saving technologies for biodiesel production from corn oil-based feedstocks, especially from CDO. The integration of biodiesel production directly into corn-based ethanol production will advance the overall economy of industrial plants. Furthermore, the fuel properties, performances and exhaust gas emissions of corn-based biodiesel and its blends with diesel fuel are discussed, taking into account the biodiesel quality standards. Finally, issues related to the environmental and socio-economic impacts of corn-based biodiesel production and use are also tackled.",
publisher = "Pergamon-Elsevier Science Ltd, Oxford",
journal = "Renewable & Sustainable Energy Reviews",
title = "Biodiesel production from corn oil: A review",
pages = "548-531",
volume = "91",
doi = "10.1016/j.rser.2018.04.024"
}
Veljković, V. B., Biberdžić, M. O., Banković-Ilić, I. B., Đalović, I., Tasić, M. B., Njezić, Z. B.,& Stamenković, O. S.. (2018). Biodiesel production from corn oil: A review. in Renewable & Sustainable Energy Reviews
Pergamon-Elsevier Science Ltd, Oxford., 91, 531-548.
https://doi.org/10.1016/j.rser.2018.04.024
Veljković VB, Biberdžić MO, Banković-Ilić IB, Đalović I, Tasić MB, Njezić ZB, Stamenković OS. Biodiesel production from corn oil: A review. in Renewable & Sustainable Energy Reviews. 2018;91:531-548.
doi:10.1016/j.rser.2018.04.024 .
Veljković, Vlada B., Biberdžić, Milan O., Banković-Ilić, Ivana B., Đalović, Ivica, Tasić, Marija B., Njezić, Zvonko B., Stamenković, Olivera S., "Biodiesel production from corn oil: A review" in Renewable & Sustainable Energy Reviews, 91 (2018):531-548,
https://doi.org/10.1016/j.rser.2018.04.024 . .
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