IDEAS home Printed from https://ideas.repec.org/a/eee/renene/v256y2026ipds0960148125018956.html

Process optimization, kinetics, thermodynamics and kinetic Monte Carlo modeling of catalyzed biodiesel production in supercritical medium

Author

Listed:
  • Fanaee, Ghorbanali
  • Barati, Mohammad
  • Bashiri, Hadis

Abstract

This study initially focused on optimizing the oleic acid esterification in supercritical methyl alcohol using sodium hydroxide as a catalyst. Subsequently, the kinetics related to this process were investigated. The study examined various variables affecting the esterification process, such as temperature, reaction time, oil to alcohol ratio and the quantity of sodium hydroxide (catalyst) used. The GCMS analysis confirmed the formation of mixture of alkyl esters (methyl oleate, methyl linoleate, methyl palmitate) as biodiesel. Using RSM and BBD, the process conversion was modeled and the optimum condition obtained as 573.0 K, 30.0 min, 1:30 ratio, and 0.11 % for temperature, reaction time, the oil to alcohol molar ratio and catalyst concentration, respectively. Also, a kinetic model was suggested and matched with the experimental results. Results showed the kinetics parameters of Ea = 21.13 kJ mol−1, A = 424 L mol−1.min−1 as well as the reaction order of pseudo-first-order. Comparison of the results of this work with kinetic studies of biodiesel production at normal (under critical point) conditions shows that the activation energy at supercritical conditions can decrease by up to nearly 3 times. This observation can serve as confirmation of a significant improvement in mass transfer enhancement under critical conditions. These kinetic parameters were further validated through Monte Carlo simulation. The process was explored at different methyl alcohol to oleic acid ratios and temperatures using the established kinetic parameters of the proposed mechanism, followed by result evaluation.

Suggested Citation

  • Fanaee, Ghorbanali & Barati, Mohammad & Bashiri, Hadis, 2026. "Process optimization, kinetics, thermodynamics and kinetic Monte Carlo modeling of catalyzed biodiesel production in supercritical medium," Renewable Energy, Elsevier, vol. 256(PD).
  • Handle: RePEc:eee:renene:v:256:y:2026:i:pd:s0960148125018956
    DOI: 10.1016/j.renene.2025.124231
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0960148125018956
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.renene.2025.124231?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Pekkoh, Jeeraporn & Ruangrit, Khomsan & Aurepatipan, Nathapat & Duangjana, Kritsana & Sensupa, Sritip & Pumas, Chayakorn & Chaichana, Chatchawan & Pathom-aree, Wasu & Kato, Yasuo & Srinuanpan, Sirasit, 2024. "CO2 to green fuel converter: Photoautotrophic-cultivation of microalgae and its lipids conversion to biodiesel," Renewable Energy, Elsevier, vol. 222(C).
    2. Ezzati, Rohollah & Ranjbar, Shahram & Soltanabadi, Azim, 2021. "Kinetics models of transesterification reaction for biodiesel production: A theoretical analysis," Renewable Energy, Elsevier, vol. 168(C), pages 280-296.
    3. Harsha Hebbar, H.R. & Math, M.C. & Yatish, K.V., 2018. "Optimization and kinetic study of CaO nano-particles catalyzed biodiesel production from Bombax ceiba oil," Energy, Elsevier, vol. 143(C), pages 25-34.
    4. Krishnamoorthy, Amarnath & Rodriguez, Cristina & Durrant, Andy, 2023. "Optimisation of ultrasonication pretreatment on microalgae Chlorella Vulgaris & Nannochloropsis Oculata for lipid extraction in biodiesel production," Energy, Elsevier, vol. 278(PB).
    5. Nematian, Tahereh & Fatehi, Milad & Hosseinpour, Morteza & Barati, Mohammad, 2021. "One-pot conversion of sesame cake to low N-content biodiesel via nano-catalytic supercritical methanol," Renewable Energy, Elsevier, vol. 170(C), pages 964-973.
    6. Aghilinategh, Maryam & Barati, Mohammad & Hamadanian, Masood, 2020. "The modified supercritical media for one-pot biodiesel production from Chlorella vulgaris using photochemically-synthetized SrTiO3 nanocatalyst," Renewable Energy, Elsevier, vol. 160(C), pages 176-184.
    7. Guo, Jinrui & Li, Fashe & Zhang, Huicong & Duan, Yaozong & Wang, Shuang & Tan, Fangguan & Chen, Yong & Lu, Fengju & Luo, Linglin, 2023. "Effects of fuel components and combustion parameters on the formation mechanism and emission characteristics of aldehydes from biodiesel combustion," Renewable Energy, Elsevier, vol. 219(P1).
    8. Feyzi, Mostafa & Norouzi, Leila, 2016. "Preparation and kinetic study of magnetic Ca/Fe3O4@SiO2 nanocatalysts for biodiesel production," Renewable Energy, Elsevier, vol. 94(C), pages 579-586.
    9. Oza, Suvik & Kodgire, Pravin & Kachhwaha, Surendra Singh & Lam, Man Kee & Yusup, Suzana & Chai, Yee Ho & Rokhum, Samuel Lalthazuala, 2024. "A review on sustainable and scalable biodiesel production using ultra-sonication technology," Renewable Energy, Elsevier, vol. 226(C).
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Yatish, K.V. & Lalithamba, H.S. & Suresh, R. & Latha, H.K.E., 2020. "Ochrocarpus longifolius assisted green synthesis of CaTiO3 nanoparticle for biodiesel production and its kinetic study," Renewable Energy, Elsevier, vol. 147(P1), pages 310-321.
    2. Ghosh, Nabanita & Khan, Abu Mustafa & Halder, Gopinath, 2025. "Advances in calcium oxide mediated catalytic biodiesel production: A paradigm shift in complying with UN's SDG7," Applied Energy, Elsevier, vol. 391(C).
    3. Yatish, K.V. & Prakash, R. Mithun & Ningaraju, C. & Sakar, M. & GeethaBalakrishna, R. & Lalithamba, H.S., 2021. "Terminalia chebula as a novel green source for the synthesis of copper oxide nanoparticles and as feedstock for biodiesel production and its application on diesel engine," Energy, Elsevier, vol. 215(PB).
    4. Nahas, Lea & Dahdah, Eliane & Aouad, Samer & El Khoury, Bilal & Gennequin, Cedric & Abi Aad, Edmond & Estephane, Jane, 2023. "Highly efficient scallop seashell-derived catalyst for biodiesel production from sunflower and waste cooking oils: Reaction kinetics and effect of calcination temperature studies," Renewable Energy, Elsevier, vol. 202(C), pages 1086-1095.
    5. Torkzaban, Sama & Feyzi, Mostafa & Norouzi, Leila, 2025. "A novel biodegradable nanoparticle as a robust biodiesel antioxidant, and fuel additive for improvement of diesel engine performance and exhaust emission," Renewable Energy, Elsevier, vol. 242(C).
    6. Tie, Xinlong & Li, Yun & Yuan, Kai & Tan, Zhengxin & Liu, Yitian & Liu, Jiang & Wang, Hongyan & Zhang, Chengjia & Wan, Yuanzhe & Zou, Chong & Wang, Tielin & Feng, Weiliang & Duan, Xiaoling, 2025. "Functionalized chitosan-derived porous carbon as a promising catalyst in one-pot conversion of soybean oil to biodiesel," Renewable Energy, Elsevier, vol. 245(C).
    7. Harsha Hebbar, H.R. & Math, M.C. & Yatish, K.V., 2018. "Optimization and kinetic study of CaO nano-particles catalyzed biodiesel production from Bombax ceiba oil," Energy, Elsevier, vol. 143(C), pages 25-34.
    8. Wei, Xuan & Yu, Guiyuan & Cao, Wen & Feng, Min & Xu, Yutong & Jin, Mingjie & Zhang, Yuxia & Li, Tengteng & Guo, Liejin, 2024. "Biomass producing and CO2 capturing simultaneously by Chlorella vulgaris: Effect of CO2 concentration and aeration rate," Energy, Elsevier, vol. 306(C).
    9. Veronica Winoto & Nuttawan Yoswathana, 2019. "Optimization of Biodiesel Production Using Nanomagnetic CaO-Based Catalysts with Subcritical Methanol Transesterification of Rubber Seed Oil," Energies, MDPI, vol. 12(2), pages 1-13, January.
    10. Ji, Shulan & Hu, Haoran & Zhang, Yu & Li, Xun & Wang, Fei, 2026. "Self-catalyzed in situ transesterification of Mucor circinelloides lipids from waste cooking oil for sustainable biodiesel production," Renewable Energy, Elsevier, vol. 259(C).
    11. Lani, Nurul Saadiah & Ngadi, Norzita & Haron, Saharudin & Mohammed Inuwa, Ibrahim & Anako Opotu, Lawal, 2024. "The catalytic effect of calcium oxide and magnetite loading on magnetically supported calcium oxide-zeolite catalyst for biodiesel production from used cooking oil," Renewable Energy, Elsevier, vol. 222(C).
    12. Piran, Samira & Kazemeini, Mohammad & Mohebolkhames, Erfan & Tamtaji, Mohsen, 2024. "Experimental and computational investigations of biodiesel production from castor oil using Li-doped salmon fish bone-supported lanthanum oxide catalyst in a micro-reactor," Renewable Energy, Elsevier, vol. 236(C).
    13. John, Monnie & Abdullah, Mohammad Omar & Hua, Tan Yie & Nolasco-Hipólito, Cirilo, 2021. "Techno-economical and energy analysis of sunflower oil biodiesel synthesis assisted with waste ginger leaves derived catalysts," Renewable Energy, Elsevier, vol. 168(C), pages 815-828.
    14. Maria Ameen & Mushtaq Ahmad & Muhammad Zafar & Mamoona Munir & Muhammad Mujtaba Mujtaba & Shazia Sultana & Rozina . & Samah Elsayed El-Khatib & Manzoore Elahi M. Soudagar & M. A. Kalam, 2022. "Prospects of Catalysis for Process Sustainability of Eco-Green Biodiesel Synthesis via Transesterification: A State-Of-The-Art Review," Sustainability, MDPI, vol. 14(12), pages 1-38, June.
    15. Duan, Xiaoling & Yan, Su & Tie, Xinlong & Lei, Xidan & Liu, Zhiyi & Ma, Zhichao & Wang, Tielin & Feng, Weiliang, 2024. "Bimetallic Ce-Cr doped metal-organic frameworks as a heterogeneous catalyst for highly efficient biodiesel production from insect lipids," Renewable Energy, Elsevier, vol. 224(C).
    16. Sannagoudar Basanagoudar, Arun & Maleki, Basir & Prakash Ravikumar, Mithun & Mounesh, & Kuppe, Pramoda & Kalanakoppal Venkatesh, Yatish, 2024. "Exploitation of Annona reticulata leaf extract for the synthesis of CeO2 nanoparticles as catalyst for the production of biodiesel using seed oil thereof," Energy, Elsevier, vol. 298(C).
    17. Khan, Osama & Khan, Mohd Zaheen & Alsaduni, Ibrahim & Parvez, Mohd & Alwetaishi, Mamdooh & Keçebaş, Ali, 2025. "Advanced multi-criteria optimization for sustainable biofuels: AHP-guided k-means clustering approach," Energy, Elsevier, vol. 335(C).
    18. Oza, Suvik & Kodgire, Pravin & Kachhwaha, Surendra Singh, 2026. "Investigating an indigenously designed multi-cavitation shockwave power reactor for single-step biodiesel production with enriched fuel properties using high-free fatty acid containing blended Karanja and castor oils and novel bifunctional magnetic c," Renewable Energy, Elsevier, vol. 256(PF).
    19. Sarah Oluwabunmi Bitire & Emeka Charles Nwanna & Tien-Chien Jen, 2023. "The impact of CuO nanoparticles as fuel additives in biodiesel-blend fuelled diesel engine: A review," Energy & Environment, , vol. 34(7), pages 2259-2289, November.
    20. Wang, Xiao-Man & Zeng, Ya-Nan & Wang, Yu-Ran & Wang, Fu-Ping & Wang, Yi-Tong & Li, Jun-Guo & Ji, Rui & Kang, Le-Le & Yu, Qing & Liu, Tian-Ji & Fang, Zhen, 2023. "A novel strategy for efficient biodiesel production: Optimization, prediction, and mechanism," Renewable Energy, Elsevier, vol. 207(C), pages 385-397.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:renene:v:256:y:2026:i:pd:s0960148125018956. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/renewable-energy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.