ABSTRACT
This work presents a polynomial regression model for the optimization of the content of fatty acid methyl esters and the conversion yield of waste vegetable oil to biodiesel. The equations are optimized to obtain the maximum fatty acid methyl esters yield, which is the product of the conversion yield and the fatty acid methyl esters content in the biodiesel. The independent variables considered are the type of catalyst used (KOH and NaOH), percentage of catalyst (0.6%, 1.0%, and 1.5% w/w with respect to oil), and the methanol: oil molar ratio (6:1, 7.5:1, and 9:1). The prediction models are obtained by using nine experimental points for each catalyst. The validation is developed with four main experimental points from the mapping. A polynomial relation is obtained as a consequence, which correlates each of the experimental variables with the fatty acid methyl esters and conversion yield. The optimization of the proposed models shows an error of 2.66% for the fatty acid methyl esters, and an error of less than 1% for the conversion yield are obtained. This work presents a straight forward methodology to obtain the best chemical conditions in the production of biodiesel by using a small number of experiments, obtaining good results. This methodology can be applied for biodiesel production from any raw material, recalculating each of the regression constants thus allowing to obtain the highest quantity of oil to be converted in fatty acid methyl esters.
KEYWORDS
PAPER SUBMITTED: 2021-01-15
PAPER REVISED: 2021-04-19
PAPER ACCEPTED: 2021-04-28
PUBLISHED ONLINE: 2021-06-05
THERMAL SCIENCE YEAR
2022, VOLUME
26, ISSUE
Issue 1, PAGES [653 - 665]
- Cui, J., et al., Welfare Impacts Of Alternative Biofuel And Energy Policies, Am. J. Agric. Econ., 93 (2011), 5, pp. 1235-1256
- Mishra, V.K., Goswami, R., A Review Of Production, Properties And Advantages Of Biodiesel, Biofuels, 9 (2018), 2, pp. 273-289
- FOA, SDG 1. No poverty | Sustainable Development Goals | Food and Agriculture Organization of the United Nations, www.fao.org/sustainable-development-goals/goals/en/
- Hao, H., et al., Biofuel For Vehicle Use In China: Current Status, Future Potential And Policy Implications, Renew. Sustain. Energy Rev., 82 (2018), pp. 645-653
- Kuznetsova, I., et al., Management Of The Biofuel Production Development On The Basis Of Scenario Planning, Environ. Res. Eng. Manag., 76 (2020), 3, pp. 35-46
- Gebremariam, S.N., Marchetti, J.M., Economics Of Biodiesel Production, Energy Convers. Manag., 168 (2018), pp. 74-84
- Bautista, L.F., et al., Optimisation Of FAME Production From Waste Cooking Oil For Biodiesel Use, Biomass and Bioenergy, 33 (2009), 5, pp. 862-872
- Cvengros, J., Cvengrosova, Z., Used Frying Oils And Fats And Their Utilization In The Production Of Methyl Esters Of Higher Fatty Acids, Biomass and Bioenergy, 27 (2004), 2, pp. 173-181
- Lu, Y.J., et al., Forest Waste Derived Fuel With Waste Cooking Oil, Energy Procedia, 105 (2017), pp. 1250-1254
- Sheinbaum-Pardo, C., et al., Potential Of Biodiesel From Waste Cooking Oil InMexico, Biomass and Bioenergy, 56 (2013), pp. 230-238
- Samad, A.T.P., et al., Design Of Portable Biodiesel Plant From Waste Cooking Oil, Energy Procedia, 153 (2018), pp. 263-268
- Sakthivel, R., et al., Prediction Of Performance And Emission Characteristics Of Diesel Engine Fuelled With Waste Biomass Pyrolysis Oil Using Response Surface Methodology, Renew. Energy, 136 (2019), pp. 91-103
- Krishnakumar, J., et al., Technical Aspects Of Biodiesel Production From Vegetable Oils, Therm. Sci., 12 (2008), 2, pp. 159-169
- Knothe, G., Razon, L.F., Biodiesel Fuels, Prog. Energy Combust. Sci., 58 (2017), pp. 36-59
- Nikolić, B.D., et al., Determining The Speed Of Sound, Density And Bulk Modulus Of Rapeseed Oil, Biodiesel And Diesel Fuel, Therm. Sci., 16 (2012), 2, pp. 505-514
- Singh, D., et al., Chemical compositions, properties, and standards for different generation biodiesels: A review, Elsevier Ltd
- Sáez-Bastante, J., et al., Evaluation Of Sinapis Alba As Feedstock For Biodiesel Production In Mediterranean Climate, Fuel, 184 (2016), pp. 656-664
- Elango, R.K., et al., Transesterification Of Castor Oil For Biodiesel Production: Process Optimization And Characterization, Microchem. J., 145 (2019), pp. 1162-1168
- Betiku, E., et al., Performance Evaluation Of Artificial Neural Network Coupled With Generic Algorithm And Response Surface Methodology In Modeling And Optimization Of Biodiesel Production Process Parameters From Shea Tree (Vitellaria Paradoxa) Nut Butter, Renew. Energy, 76 (2015), pp. 408-417
- Pullen, J., Saeed, K., Experimental Study Of The Factors Affecting The Oxidation Stability Of Biodiesel FAME Fuels, Fuel Process. Technol., 125 (2014), pp. 223-235
- Eevera, T., et al., Biodiesel Production Process Optimization And Characterization To Assess The Suitability Of The Product For Varied Environmental Conditions, Renew. Energy, 34 (2009), 3, pp. 762-765
- Shah, M., et al., Transesterification Of Jojoba Oil, Sunflower Oil, Neem Oil, Rocket Seed Oil And Linseed Oil By Tin Catalysts, Biomass and bioenergy, 70 (2014), pp. 225-229
- Kim, H.J., et al., Transesterification Of Vegetable Oil To Biodiesel Using Heterogeneous Base Catalyst, Catal. today, 93 (2004), pp. 315-320
- Xie, W., Ma, N., Enzymatic Transesterification Of Soybean Oil By Using Immobilized Lipase On Magnetic Nano-Particles, Biomass and Bioenergy, 34 (2010), 6, pp. 890-896
- Liu, K., Wang, R., Biodiesel Production By Transesterification Of Duck Oil With Methanol In The Presence Of Alkali Catalyst, Pet. coal, 55 (2013), 1, pp. 68-72
- Marchetti, J.M., Errazu, A.F., Biodiesel Production From Acid Oils And Ethanol Using A Solid Basic Resin As Catalyst, Biomass and bioenergy, 34 (2010), 3, pp. 272-277
- Ganji, P.R., et al., Computational Optimization Of Biodiesel Combustion Using Response Surface Methodology, Therm. Sci., 21 (2017), 1, pp. 465-473
- Hoshino, T., et al., Oxidation Stability And Risk Evaluation Of Biodiesel, Therm. Sci., 11 (2007), 2, pp. 87-100
- Ahmad, T., et al., Optimization Of Process Variables For Biodiesel Production By Transesterification Of Flaxseed Oil And Produced Biodiesel Characterizations, Renew. Energy, 139 (2019), pp. 1272-1280
- Keera, S.T., et al., Castor Oil Biodiesel Production And Optimization, Egypt. J. Pet., 27 (2018), 4, pp. 979-984
- Muthukumaran, C., et al., Optimization And Kinetic Modeling Of Biodiesel Production, Mater. Sci. Mater. Eng., 2 (2020), pp. 193-201
- Nayak, M.G., Vyas, A.P., Optimization Of Microwave-Assisted Biodiesel Production From Papaya Oil Using Response Surface Methodology, Renew. Energy, 138 (2019), pp. 18-28
- Sharma, A., et al., Biodiesel Production From Waste Cotton-Seed Cooking Oil Using Microwave-Assisted Transesterification: Optimization And Kinetic Modeling, Renew. Sustain. Energy Rev., 116 (2019), pp. 109-394
- Outili, N., et al., Biodiesel Production Optimization From Waste Cooking Oil Using Green Chemistry Metrics, Renew. Energy, 145 (2020), pp. 2575-2586
- Ong, H.C., et al., Biodiesel Production From Calophyllum Inophyllum-Ceiba Pentandra Oil Mixture: Optimization And Characterization, J. Clean. Prod., 219 (2019), pp. 183-198
- Ahmad, T., et al., Optimization Of Process Variables For Biodiesel Production By Transesterification Of Flaxseed Oil And Produced Biodiesel Characterizations, Renew. Energy, 139 (2019), pp. 1272-1280
- Saengsawang, B., et al., The Optimization Of Oil Extraction From Macroalgae, Rhizoclonium Sp. By Chemical Methods For Efficient Conversion Into Biodiesel, Fuel, 274 (2020), pp. 117841
- De, R., et al., Multi-Objective Optimization Of Integrated Biodiesel Production And Separation System, Fuel, 243 (2019), pp. 519-532
- Anwar, M., et al., Optimization Of Biodiesel Production From Stone Fruit Kernel Oil, Energy Procedia, 160 (2019), pp. 268-276