Optimization of palm oil biodiesel production using response surface methodology
DOI:
https://doi.org/10.5327/Z21769478825Keywords:
methyl esters; biofuel viscosity; biofuel specific mass; production efficiency.Abstract
The purpose of this paper was to analyze palm oil biodiesel production under different conditions and to verify the relationships between production variables in order to optimize biofuel production using response surface methodology (RSM). Biodiesel was produced through transesterification process by methyl route and alkali catalyst (NaOH) 1% (m/m). The analyzed variables were: four molar ratios (3:1, 4:1, 6:1 and 8:1); three temperature reactions (45°, 52° and 60°C); and three time reactions (40, 60 and 80 minutes). For the palm oil biodiesel production, the highest yield was 93%, obtained via a molar rate of 3:1, 52°C and 60 minutes. This result differs from previous studies that found a higher yield with molar ratio increases, implying greater expenses of methanol. Kinetic viscosity and specific mass were also analyzed, and the values are within the Brazilian, American, and European standards. The results showed that the most influent factor in biodiesel production was the molar rate. In relation to the biodiesel characterization, using the RMN H1 technique, it was possible to obtain the transesterification reaction yield of 79.50% for the 3:1 palm oil biodiesel. Through gas chromatography, it can be verified that the predominant fatty acids in the samples were palmitic and oleic acids.
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Abdullah; Sianipar, R.N.R.; Ariyani, D.; Nata, I.F., 2017. Conversion of palm oil sludge to biodiesel using alum and KOH as catalysts. Sustainable Environment Research, v. 27, (6), 291-295. http://dx.doi.org/10.1016/j.serj.2017.07.002
Ahiekpor, J.C.; Kuwornoo, D.K., 2010. Kinetics of palm kernel oil and ethanol transesterification. International Journal of Energy and Environment, v. 1, (6), 1097-1108.
Ali, E.N.; Tay, C.I., 2013. Characterization of biodiesel produced from palm oil via base catalyzed transesterification. Procedia Engineering, v. 53, 7-12. http://dx.doi.org/10.1016/j.proeng.2013.02.002
Ali, O.M.; Mamat, R.; Faizal, C.K.M., 2012. Palm biodiesel production, properties and fuel additives. International Review of Mechanical Engineering, v. 6, 1573-1580.
Ali, O.M.; Yusaf, T.; Mamat, R.; Abdullah, N.R.; Abdullah, A.A., 2014. Influence of Chemical Blends on Palm Oil Methyl Esters’ Cold Flow Properties and Fuel Characteristics. Energies, v. 7, (7), 4364-4380. https://doi.org/10.3390/en7074364
Alkabbashi, A.N.; Alam, Z.; Mirghani, M.E.S.; Al-Fusaiel, A.M.A., 2009. Biodiesel production from crude palm oil by transesterification process. Jurnal of Applied Sciences, v. 9, (17), 3166-3170. https://doi.org/10.3923/jas.2009.3166.3170
Ambat, I.; Srivastava, V.; Sillanpää, M., 2018. Recent advancement in biodiesel production methodologies using various feedstock: A review. Renewable and Sustainable Energy Reviews, v. 90, 356-369. https://doi.org/10.1016/j.rser.2018.03.069
American Society for Testing and Materials (ASTM). 2012. ASTM D 445: Standard Test Method for Kinematic Viscosity of Transparent and Opaque Liquids (and Calculation of Dynamic Viscosity). American Society for Testing and Materials.
Anguebes-Franseschi, F.; Córdova-Quiroz, A.; Cerón-Bretón, J.; Aguilar-Ucan, C.; Castillo-Martínez, G.; Cerón-Bretón, R.; Ruíz-Marín, A.; Montalvo-Romero, C., 2016. Optimization of biodiesel production from African crude palm oil (Elaeis guineensis Jacq) with high concentration of free fatty acids by a two-step transesterification process. Open Journal of Ecology, v. 6, (1), 13-21. http://dx.doi.org/10.4236/oje.2016.61002
Avellaneda, F.A.V., 2010. Producción y caracterización de biodiesel de palma y de aceite reciclado mediante un proceso batch y un proceso continuo con un reactor helicoidal. Universitat Rouvira I Virgili (Accessed October 9, 2017) at: http://www.tdx.cat/bitstream/handle/10803/8588/Tesi.pdf?sequence=1
Brasil. 1999. Agência Nacional de Vigilância Sanitária. Resolução RDC n° 482, de 23 de setembro de 1999. Dispõe sobre regulamento técnico para Fixação de Identidade e Qualidade de Óleos e Gorduras Vegetais. Diário Oficial da União.
Brasil. 2011. Lei n° 12.490, de 16 de setembro de 2011 (Accessed September 19, 2019) at: http://www.planalto.gov.br/ccivil_03/_Ato2011-2014/2011/Lei/L12490.htm#art1
Brasil. 2014. Resolução ANP nº 45, de 25 de agosto de 2014. Especificação do Biodiesel (Accessed August 30, 2019) at: http://legislacao.anp.gov.br/?path=legislacao-anp/resol-anp/2014/agosto&item=ranp-45-2014
D’Agosto, M.D.A.; Silva, M.A.V.; Oliveira, C.M.; Franca, L.S.; Marques, L.G.; Murta, A.L.S.; Freitas, M.A.V., 2015. Evaluating the potential of the use of biodiesel for power generation in Brazil. Renewable and Sustainable Energy Review, v. 43, 807-817. http://dx.doi.org/10.1016/j.rser.2014.11.055
Fagundes, C.A.M., 2011. Síntese e caracterização de biodiesel metílico e etílico a partir de blendas dos óleos de tungue e de soja. Dissertation, Mastering in Technological and Environmental Chemistry, Programa de Pós-Graduação em Química Tecnológica e Ambiental, Universidade Federal do Rio Grande, Porto Alegre.
Feng, Y.; Qiu, T.; Yang, J.; Li, L.; Wang, X.; Wang, H., 2017. Transesterification of palm oil to biodiesel using Brønsted acidic ionic liquid as high-efficient and eco-friendly catalyst. Chinese Journal of Chemical Engineering, v. 25, (9), 1222-1229. https://doi.org/10.1016/j.cjche.2017.06.027
Feroldi, M.; Cremonez, P.A.; Estevam, A., 2014. Dendê: do cultivo da palma à produção de biodiesel. Revista Monografias Ambientais, v. 13, (5), 3800-3808. http://dx.doi.org/10.5902/2236130814674
Ferreira, D.F., 2014. Sisvar: a guide for its bootstrap procedures in multiple comparisons. Ciência e Agrotecnologia, v. 38, (2), 109-112. https://doi.org/10.1590/S1413-70542014000200001
Ge, J.C.; Kima, H.Y.; Yoon, S.K.; Choi, N.J., 2020. Optimization of palm oil biodiesel blends and engine operating parameters to improve performance and PM morphology in a common rail direct injection diesel engine. Fuel, v. 260, 116326. https://doi.org/10.1016/j.fuel.2019.116326
Gonçalves, M.; Silva, F.C.; Lopes Maria, A.C.; Souza, L.A.; Oliveira, P.O., 2019. Produção e caracterização de biodiesel produzido com óleos unitários e misturas binárias. Revista Brasileira de Ciências Ambientais (Online), (53), 33-50. https://doi.org/10.5327/Z2176-947820190426.
Guerrero-Peña, A.; Anguebes-Franseschi, F.; Castelán-Estrada, M.; Morales-Ramos, V.; Córdova-Quiroz, A.V.; Zavala-Loría, J.C.; Bolaños-Reinoso, E., 2013. Optimización de la síntesis de biodiésel a partir de aceite crudo de palma africana (Elaeis guineensis Jacq). Agrociencia, v. 47, (7), 649-659 (Accessed April, 2, 2020) at: http://www.scielo.org.mx/scielo.php?script=sci_arttext&pid=S1405-31952013000700002&lng=en&nrm=iso
Issariyakul, T.; Dalai, A.K., 2014. Biodiesel from vegetable oils. Renewable and Sustainable Energy Reviews, v. 31, 446-471. http://dx.doi.org/10.1016/j.rser.2013.11.001
Khuri, A.I.; Mukhopadhyay, S., 2010. Response surface methodology. WIREs Computational Statistics, v. 2, (2), 128-149. https://doi.org/10.1002/wics.73
Kim, H.Y.; Ge, J.C.; Choi, N.J., 2019. Effects of Fuel Injection Pressure on Combustion and Emission Characteristics under Low Speed Conditions in a Diesel Engine Fueled with Palm Oil Biodiesel. Energies, v. 12, (17), 3264. https://doi.org/10.3390/en12173264
Kong, S.; Loh, S.; Bachmann, R.T.; Rahim, S.A.; Salimon, J., 2014. Biochar from oil palm biomass: A review of its potential and challenges. Renewable and Sustainable Energy Reviews, v. 39, 729-739. http://dx.doi.org/10.1016/j.rser.2014.07.107
Kumar, A.; Shukla, S.K.; Tierkey, J.V., 2016. A Review of Research and Policy on Using Different Biodiesel Oils as Fuel for C.I. Engine. Energy Procedia, v. 90, 292-304. http://dx.doi.org/10.1016/j.egypro.2016.11.197
Kuss, V.V.; Kuss, A.V.; Rosa, R.G.; Aranda, D.A.G.; Cruz, Y.R., 2015. Potential of biodiesel production from palm oil at Brazilian Amazon. Renewable and Sustainable Energy Reviews, v. 50, 1013-1020. http://dx.doi.org/10.1016/j.rser.2015.05.055
Lebid, T.; Henkes, J.A., 2015. Óleo de dendê na produção de biodiesel: um estudo de caso das vantagens e desvantagens econômica, ecológica e social da cultura desta oleaginosa para a produção de biodiesel. Revista Gestão Sustentabilidade Ambiental, v. 4, (1), 416-447. http://dx.doi.org/10.19177/rgsa.v4e12015416-447
Lima, L.S.; Barbosa, T.P.; Silva, L.F.B.; Santo Filho, D.M.E.; Castro, C.S.C.; Santos Júnior, J.J.P.; Siqueira, J.R.R.; Barbosa, A.P.F.; Marteleto, P.R.; Rodrigues, C.R.C.; Pereira, R.G., 2010. Biodiesel Density Characterization using a Pycnometer. In: Metrology Symposium, Santiago de Querétaro, 2010. Simposio de Metrología, p. 1-9.
Lôbo, I.P.; Ferreira, S.L.C.; Cruz, R.S., 2009. Biodiesel: parâmetros de qualidade e métodos analíticos. Química Nova, v. 32, (6), 1596-1608. https://doi.org/10.1590/S0100-40422009000600044
Mancini, A.; Imperlini, E.; Nigro, E.; Montagnese, C.; Daniele, A.; Orrù, S.; Buono, P., 2015. Biological and Nutritional Properties of Palm Oil and Palmitic Acid: Effects on Health. Molecules, v. 20, (9), 17339-17361. https://doi.org/10.3390/molecules200917339
Marques, M.V.; Naciuk, F.F.; Mello, A.M.S.; Seibel, N.M.; Fontoura, L.A.M., 2010. Fatty ester content determination in soybean methyl biodiesel by gas chromatography using ethyl oleate as internal standard, v. 33, (4), 978-980. http://doi.org/10.1590/S0100-40422010000400039
Mekhilef, S.; Siga, S.; Saidurb, R., 2011. A review on palm oil biodiesel as a source of renewable fuel. Renewable and Sustainable Energy Reviews, v. 15, (4), 1937-1949. http://dx.doi.org/10.1016/j.rser.2010.12.012
Ong, H.C.; Mofijur, M.; Silitonga, A.; Gumilang, D.; Kusumo, F.; Mahlia, T., 2020. Physicochemical Properties of Biodiesel Synthesised from Grape Seed, Philippine Tung, Kesambi, and Palm Oils. Energies, v. 13, (6), 1319. https://doi.org/10.3390/en13061319
Paula, C.D.; Barros, F.J.S.; Correia, L.M.; Vieira, R.S., 2017. Avaliação de catalisador a base de conchas de ostras para a produção de biodiesel utilizando planejamento fatorial. Holos, v. 1, 316-324. https://doi.org/10.15628/holos.2017.5204
Porcayo-Calderon, J.C.; Rivera-Muñoz, E.M.M.; Peza-Ledesma, C.; Casales-Dias, M.; Escalera, L.M.M.; Canto, J.; Martinez-Gomez, L., 2017. Sustainable Development of Palm Oil: Synthesis and Electrochemical Performance of Corrosion Inhibitors. Journal of Electrochemical Science and Technology, v. 8, (2), 133-145. https://doi.org/10.5229/JECST.2017.8.2.133
Ramos, L.P.; Silva, F.R.; Mangrich, A.S.; Cordeiro, C.S., 2011. Biodiesel Production Technologies. Revista Virtual de Química, v. 3, (5), 385-405. http://dx.doi.org/10.5935/1984-6835.20110043
Razack, S.A.; Duraiarasan, S., 2016. Response surface methodology assisted biodiesel production from waste cooking oil using encapsulated mixed enzyme. Waste Management, v. 47, part A, 98-104. https://doi.org/10.1016/j.wasman.2015.07.036
Rincón, L.E.; Jaramillo, J.J.; Cardona, C.A., 2014. Comparison of feedstocks and technologies for biodiesel production: An environmental and techno-economic evaluation. Renewable Energy, v. 69, 479-487. https://doi.org/10.1016/j.renene.2014.03.058
Rodrigues, R.; Padilha, A.C.; Mattos, P., 2011. Princípios da produção mais limpa na cadeia produtiva do biodiesel: análise da indústria de óleo vegetal e usina de biodiesel. Revista Brasileira de Ciências Ambientais (Online), (20), 1-11.
Roschat, W.; Phewphonga, S.; Khunchaleec, J.; Moonsinc, P., 2018. Biodiesel production by ethanolysis of palm oil using SrO as a basic heterogeneous catalyst. Materials Today: Proceedings, v. 5, (6), part 1, 13916-13921. https://doi.org/10.1016/j.matpr.2018.02.040
Ruschel, C.F.C.; Ferrão, M.F.; Santos, F.P.; Samios, D., 2016. Otimization of transesterification double step process (TDSP) to the production of biodiesel through doehlert experimental design. Química Nova, v. 39, (3), 267-272. https://doi.org/10.5935/0100-4042.20160018
Sarkar, J.; Bhattacharyya, S., 2012. Operating characteristics of transcritical CO2 heat pump for simultaneous water cooling and heating. Arch Thermodyn, v. 33, (4), 23-40. https://doi.org/10.2478/v10173-012-0026-8
Sawin, J.L.; Seyboth. K.; Wverisson, F., 2017. Renewables 2017 Global Status Report. Paris (Accessed October 6, 2017) at: https://www.ren21.net/wp-content/uploads/2019/05/GSR2017_Full-Report_English.pdf
Sukjit, T.; Punsuvon, V., 2013. Process Optimization of Crude Palm Oil Biodiesel. European International Journal of Science Technology, v. 2, (7), 49-56.
Tan, Y.H.; Abdullah, M.O.; Nolasco-Hipolito, C.; Zauzi, N.S.A., 2017. Application of RSM and Taguchi methods for optimizing the transesterification of waste cooking oil catalyzed by solid ostrich and chicken-eggshell derived CaO. Renewable Energy, v. 114, part B, 437-447. https://doi.org/10.1016/j.renene.2017.07.024
Tziourtzioumis, D.N.; Stamatelos, A.M., 2019. Diesel-Injection Equipment Parts Deterioration after Prolonged Use of Biodiesel. Energies, v. 12, (10), 1953. https://doi.org/10.3390/en12101953
Uribe, R.A.M.; Alberconi, C.H.; Tavares, B.A., 2014. Produção de biodiesel a partir do sebo bovino; viabilidade econômica e métodos de produção. In: Congresso Nacional de Excelência e Gestão, Bauru.
Vargas, F.A.A., 2010. Producción y caracterización de biodiesel de palma y de aceite reciclado mediante un proceso batch y un proceso continuo con un reactor helicoidal. Tesis de Doctorado, Universitat Rovira I Virgili, Spain.
Victorino, T.; Pereira, R.; Fiaux, S., 2016. Aproveitamento da glicerina de biodiesel obtida a partir de óleo de fritura para o cultivo do fungo Aspergillus niger. Revista Brasileira de Ciências Ambientais (Online), (42), 56-66. https://doi.org/10.5327/Z2176-947820160107
Wong, Y.C.; Tan, Y.P.; Taufiq-Yap, Y.H.; Ramli, I., 2015. An Optimization Study for Transesterification of Palm Oil using Response Surface Methodology (RSM). Sains Malaysiana, v. 44, (2), 281-290. http://dx.doi.org/10.17576/jsm-2015-4402-17
Yoon, S.K.; Ge, J.C.; Choi, N.J., 2019. Influence of Fuel Injection Pressure on the Emissions Characteristics and Engine Performance in a CRDI Diesel Engine Fueled with Palm Biodiesel Blends. Energies, v. 12, (20), 3837. https://doi.org/10.3390/en12203837
Yusop, A.F.; Mamat, R.; Yusaf, T.; Najafi, G.; Yasin, M.H.M.; Khathri, A.M., 2018. Analysis of Particulate Matter (PM) Emissions in Diesel Engines Using Palm Oil Biodiesel Blended with Diesel Fuel. Energies, v. 11, (5), 1039. https://doi.org/10.3390/en11051039
Zahan, K.A.; Kano, M., 2018. Biodiesel Production from Palm Oil, Its By-Products, and Mill Effluent: A Review. Energies, v. 11, (8), 2132. https://doi.org/10.3390/en11082132
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