2⁴ Factorial Design Optimization of Process Variables for Biodiesel Production from Waste Cooking Oil
Received: 30 September 2025 | Revised: 13 January 2026 | Accepted: 19 January 2026 | Online: 4 April 2026
Corresponding author: Ong Riyanto
Abstract
The increase of global population, leads to greater energy demand, causing resource depletion, increased emissions, and environmental degradation. The production of biodiesel from Waste Cooking Oil (WCO) offers a promising solution. However, optimizing WCO biodiesel often requires costly and complex processes such as advanced photocatalysts, microwave heating, or membrane reactors. This study uses a 2⁴ factorial experimental design to improve WCO biodiesel production based on ASTM specifications, resulting in a 96% biodiesel output at the following conditions: 40 °C, 30 min transesterification, 0.5% catalyst, and a 12:1 alcohol-to-oil molar ratio. The measured fuel properties—specific gravity, kinematic viscosity (at 40 °C), acid number, sulfated ash content, cloud point, flash point, distillation temperature, copper corrosion resistance, carbon residue content, iodine value, methyl ester content, monoglyceride content, free glycerol content, and total glycerol content—show that high-quality biodiesel can be produced from WCO under simple and economically viable conditions.
Keywords:
biodiesel, energy, optimization, transesterification, waste cooking oilDownloads
References
S. Latebo, A. Bekele, T. Abeto, and J. Kasule, "Optimization of transesterification process and characterization of biodiesel from soapstock using silica sulfuric acid as a heterogeneous solid acid catalyst," Journal of Engineering Research, vol. 10, no. 1, Part A, pp. 78–100, Mar. 2022. DOI: https://doi.org/10.36909/jer.12003
B. Mishra, S. Ghosh, and K. Kanjilal, "Policies to reduce India’s crude oil import dependence amidst clean energy transition," Energy Policy, vol. 183, Dec. 2023, Art. no. 113804. DOI: https://doi.org/10.1016/j.enpol.2023.113804
K. Attanayake et al., "Renewable energy as a solution to climate change: Insights from a comprehensive study across nations," PLOS ONE, vol. 19, no. 6, 2024, Art. no. e0299807. DOI: https://doi.org/10.1371/journal.pone.0299807
B. Mufutau Opeyemi, "Path to sustainable energy consumption: The possibility of substituting renewable energy for non-renewable energy," Energy, vol. 228, Aug. 2021, Art. no. 120519. DOI: https://doi.org/10.1016/j.energy.2021.120519
E. A. Al-Ammar, N. H. Malik, and M. Usman, "Application of using Hybrid Renewable Energy in Saudi Arabia," Engineering, Technology & Applied Science Research, vol. 1, no. 4, pp. 84–89, Aug. 2011. DOI: https://doi.org/10.48084/etasr.33
K. Malik et al., "Biofuels production: A review on sustainable alternatives to traditional fuels and energy sources," Fuels, vol. 5, no. 2, pp. 157–175, 2024. DOI: https://doi.org/10.3390/fuels5020010
D. Mignogna et al., "Biomass energy and biofuels: Perspective, potentials, and challenges in the energy transition," Sustainability, vol. 16, no. 16, 2024, Art. no. 7036. DOI: https://doi.org/10.3390/su16167036
M. A. H. Khan et al., "Investigation of biofuel as a potential renewable energy source," Atmosphere, vol. 12, no. 10, 2021, Art. no. 1289. DOI: https://doi.org/10.3390/atmos12101289
R. Kukana and O. P. Jakhar, "An appraisal on enablers for enhancement of waste cooking oil-based biodiesel production facilities using the interpretative structural modeling approach," Biotechnology for Biofuels, vol. 14, no. 1, 2021, Art. no. 213. DOI: https://doi.org/10.1186/s13068-021-02061-2
Q. Ma et al., "The performance and emissions characteristics of diesel/biodiesel/alcohol blends in a diesel engine," Energy Reports, vol. 7, pp. 1016–1024, 2021. DOI: https://doi.org/10.1016/j.egyr.2021.02.027
F. Zheng and H. M. Cho, "Study on biodiesel production: Feedstock evolution, catalyst selection, and influencing factors analysis," Energies, vol. 18, no. 10, 2025, Art. no. 2533. DOI: https://doi.org/10.3390/en18102533
M. Elkelawy et al., "Study of diesel–biodiesel blends combustion and emission characteristics in a CI engine by adding nanoparticles of Mn(II) supramolecular complex," Atmospheric Pollution Research, vol. 11, no. 1, pp. 117–128, 2020. DOI: https://doi.org/10.1016/j.apr.2019.09.021
A. Singh et al., "An experimental investigation of emission performance of heterogeneous catalyst Jatropha biodiesel using RSM," Case Studies in Thermal Engineering, vol. 25, 2021, Art. no. 100876. DOI: https://doi.org/10.1016/j.csite.2021.100876
M. ElKelawy et al., "Experimental investigations on spray flames and emissions analysis of diesel and diesel/biodiesel blends for combustion in oxy-fuel burner," Asia-Pacific Journal of Chemical Engineering, vol. 14, no. 6, 2019, Art. no. e2375. DOI: https://doi.org/10.1002/apj.2375
V. Kumbhar et al., "Statistical analysis on prediction of biodiesel properties from its fatty acid composition," Case Studies in Thermal Engineering, vol. 30, 2022, Art. no. 101775. DOI: https://doi.org/10.1016/j.csite.2022.101775
S. Uppalapati et al., "A comparative assessment on life cycle analysis of the biodiesel fuels produced from soybean, Jatropha, Calophyllum inophyllum, and microalgae," Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, vol. 44, no. 2, pp. 3253–3272, 2022. DOI: https://doi.org/10.1080/15567036.2022.2053248
M. Hawrot-Paw et al., "Functional properties and microbiological stability of fatty acid methyl esters (FAME) under different storage conditions," Energies, vol. 13, no. 21, 2020, Art. no. 5632. DOI: https://doi.org/10.3390/en13215632
G. Kongprawes et al., "Low-temperature and atmospheric pressure plasma for palm biodiesel hydrogenation," Scientific Reports, vol. 11, no. 1, 2021, Art. no. 14224. DOI: https://doi.org/10.1038/s41598-021-92714-x
T. V. de Medeiros et al., "Nitrogen-doped carbon dots in transesterification reactions for biodiesel synthesis," RSC Applied Interfaces, vol. 1, no. 1, pp. 86–97, 2024. DOI: https://doi.org/10.1039/D3LF00060E
[20] M. Rehan et al., "Waste to biodiesel: A preliminary assessment for Saudi Arabia," Bioresource Technology, vol. 250, pp. 17–25, 2018. DOI: https://doi.org/10.1016/j.biortech.2017.11.024
T. Mizik and G. Gyarmati, "Economic and sustainability of biodiesel production—a systematic literature review," Clean Technologies, vol. 3, no. 1, pp. 19–36, 2021. DOI: https://doi.org/10.3390/cleantechnol3010002
W. H. Foo et al., "The conundrum of waste cooking oil: Transforming hazard into energy," Journal of Hazardous Materials, vol. 417, 2021, Art. no. 126129. DOI: https://doi.org/10.1016/j.jhazmat.2021.126129
I. Kosma, S. Bezergianni, and L. P. Chrysikou, "Residual lipids pretreatment towards renewable fuels," Energies, vol. 18, no. 8, 2025, Art. no. 2017. DOI: https://doi.org/10.3390/en18082017
T. A. Degfie, T. T. Mamo, and Y. S. Mekonnen, "Optimized biodiesel production from waste cooking oil (WCO) using calcium oxide (CaO) nano-catalyst," Scientific Reports, vol. 9, no. 1, 2019, Art. no. 18982. DOI: https://doi.org/10.1038/s41598-019-55403-4
Y. Zhao, C. Wang, L. Zhang, Y. Chang, and Y. Hao, "Converting waste cooking oil to biodiesel in China: Environmental impacts and economic feasibility," Renewable and Sustainable Energy Reviews, vol. 140, 2021, Art. no. 110661. DOI: https://doi.org/10.1016/j.rser.2020.110661
S. Sadaf et al., "Biodiesel production from waste cooking oil: An efficient technique to convert waste into biodiesel," Sustainable Cities and Society, vol. 41, pp. 220–226, 2018. DOI: https://doi.org/10.1016/j.scs.2018.05.037
M. Semakula and F. L. Inambao, "Waste to energy feedstock sources for the production of biodiesel as fuel energy in diesel engine—A review," Advances in Science, Technology and Engineering Systems Journal, vol. 6, no. 1, pp. 409–446, 2021. DOI: https://doi.org/10.25046/aj060147
A. Guerrero-Romero, and F. E. Sierra, "Biodiesel Production from Waste Cooking Oil," in Biodiesel - Feedstocks and Processing Technologies, London, UK: IntechOpen, 2011. DOI: https://doi.org/10.5772/25313
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Copyright (c) 2026 Ong Riyanto, M. Hasan Abdullah, Gatot Setyono

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