IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v198y2020ics0360544220303583.html
   My bibliography  Save this article

Optimal and robust synthesis of the biodiesel production process using waste cooking oil from different feedstocks

Author

Listed:
  • Janbarari, Seyed Reza
  • Ahmadian Behrooz, Hesam

Abstract

Waste cooking oil (WCO) is generally collected from different sources, e.g., restaurants as an economic feedstock for biodiesel production. The variations of the quality of the collected oil can create uncertainty in the components of the WCO processed in the biodiesel production process. Therefore, the optimal synthesis of an alkali-catalyzed process considering the uncertainty in the WCO components was studied. The uncertain quality of the WCO feed was modeled using a Gaussian random variable. Then, a stochastic optimization approach was proposed for the design of the plant and a chance-constrained based methodology was adopted as the solution technique of the problem. The effects of the proposed approach on the design and operating parameters were studied. It was shown that the stochastic formulation can provide a safety margin to be able to tolerate the feed quality variations. The economic performance of the plant designed using different scenarios was also compared. It was shown that a plant designed using the proposed stochastic approach has 11.9% extra fixed capital investment and revenue as high as the nominal case. The proposed design can handle a range of feed qualities without major constraint violation which was not the case for designs obtained using deterministic formulation.

Suggested Citation

  • Janbarari, Seyed Reza & Ahmadian Behrooz, Hesam, 2020. "Optimal and robust synthesis of the biodiesel production process using waste cooking oil from different feedstocks," Energy, Elsevier, vol. 198(C).
  • Handle: RePEc:eee:energy:v:198:y:2020:i:c:s0360544220303583
    DOI: 10.1016/j.energy.2020.117251
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544220303583
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.energy.2020.117251?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 search for a different version of it.

    References listed on IDEAS

    as
    1. Glisic, Sandra B. & Pajnik, Jelena M. & Orlović, Aleksandar M., 2016. "Process and techno-economic analysis of green diesel production from waste vegetable oil and the comparison with ester type biodiesel production," Applied Energy, Elsevier, vol. 170(C), pages 176-185.
    2. Demirbas, Ayhan, 2009. "Political, economic and environmental impacts of biofuels: A review," Applied Energy, Elsevier, vol. 86(Supplemen), pages 108-117, November.
    3. Poddar, Tuhin & Jagannath, Anoop & Almansoori, Ali, 2017. "Use of reactive distillation in biodiesel production: A simulation-based comparison of energy requirements and profitability indicators," Applied Energy, Elsevier, vol. 185(P2), pages 985-997.
    4. Aghbashlo, Mortaza & Hosseinpour, Soleiman & Tabatabaei, Meisam & Dadak, Ali, 2017. "Fuzzy modeling and optimization of the synthesis of biodiesel from waste cooking oil (WCO) by a low power, high frequency piezo-ultrasonic reactor," Energy, Elsevier, vol. 132(C), pages 65-78.
    5. Lian, Shuang & Li, Huijuan & Tang, Jinqiang & Tong, Dongmei & Hu, Changwei, 2012. "Integration of extraction and transesterification of lipid from jatropha seeds for the production of biodiesel," Applied Energy, Elsevier, vol. 98(C), pages 540-547.
    6. Ambat, Indu & Srivastava, Varsha & Sillanpää, Mika, 2018. "Recent advancement in biodiesel production methodologies using various feedstock: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 90(C), pages 356-369.
    7. Yun, Huimin & Wang, Meng & Feng, Wei & Tan, Tianwei, 2013. "Process simulation and energy optimization of the enzyme-catalyzed biodiesel production," Energy, Elsevier, vol. 54(C), pages 84-96.
    8. Verma, Puneet & Sharma, M.P., 2016. "Review of process parameters for biodiesel production from different feedstocks," Renewable and Sustainable Energy Reviews, Elsevier, vol. 62(C), pages 1063-1071.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Chun Hsion Lim & Wei Xin Chua & Yi Wen Pang & Bing Shen How & Wendy Pei Qin Ng & Sin Yong Teng & Wei Dong Leong & Sue Lin Ngan & Hon Loong Lam, 2020. "A Diverse and Sustainable Biodiesel Supply Chain Optimisation Model Based on Properties Integration," Sustainability, MDPI, vol. 12(20), pages 1-18, October.
    2. Jeyaseelan, Thangaraja & El Samad, Tala & Rajkumar, Sundararajan & Chatterjee, Abhay & Al-Zaili, Jafar, 2023. "A techno-economic assessment of waste oil biodiesel blends for automotive applications in urban areas: Case of India," Energy, Elsevier, vol. 271(C).
    3. Thomas, Justin Jacob & Nagarajan, G. & Sabu, V.R. & Manojkumar, C.V. & Sharma, Vikas, 2022. "Performance and emissions of hexanol-biodiesel fuelled RCCI engine with double injection strategies," Energy, Elsevier, vol. 253(C).
    4. Hakan Caliskan & Ibrahim Yildiz & Kazutoshi Mori, 2022. "Production and Assessment of New Biofuels from Waste Cooking Oils as Sustainable Bioenergy Sources," Energies, MDPI, vol. 16(1), pages 1-11, December.

    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. Hoang, Anh Tuan & Tabatabaei, Meisam & Aghbashlo, Mortaza & Carlucci, Antonio Paolo & Ölçer, Aykut I. & Le, Anh Tuan & Ghassemi, Abbas, 2021. "Rice bran oil-based biodiesel as a promising renewable fuel alternative to petrodiesel: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 135(C).
    2. 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).
    3. Rajaeifar, Mohammad Ali & Abdi, Reza & Tabatabaei, Meisam, 2017. "Expanded polystyrene waste application for improving biodiesel environmental performance parameters from life cycle assessment point of view," Renewable and Sustainable Energy Reviews, Elsevier, vol. 74(C), pages 278-298.
    4. Sudalai, S & Rupesh, K J & Devanesan, M.G & Arumugam, A, 2023. "A critical review of Madhuca indica as an efficient biodiesel producer: Towards sustainability," Renewable and Sustainable Energy Reviews, Elsevier, vol. 188(C).
    5. Noraini, M.Y. & Ong, Hwai Chyuan & Badrul, Mohamed Jan & Chong, W.T., 2014. "A review on potential enzymatic reaction for biofuel production from algae," Renewable and Sustainable Energy Reviews, Elsevier, vol. 39(C), pages 24-34.
    6. Živković, Snežana B. & Veljković, Milan V. & Banković-Ilić, Ivana B. & Krstić, Ivan M. & Konstantinović, Sandra S. & Ilić, Slavica B. & Avramović, Jelena M. & Stamenković, Olivera S. & Veljković, Vlad, 2017. "Technological, technical, economic, environmental, social, human health risk, toxicological and policy considerations of biodiesel production and use," Renewable and Sustainable Energy Reviews, Elsevier, vol. 79(C), pages 222-247.
    7. Shirazi, Yaser & Viamajala, Sridhar & Varanasi, Sasidhar, 2016. "High-yield production of fuel- and oleochemical-precursors from triacylglycerols in a novel continuous-flow pyrolysis reactor," Applied Energy, Elsevier, vol. 179(C), pages 755-764.
    8. Yesilyurt, Murat Kadir & Cesur, Cüneyt & Aslan, Volkan & Yilbasi, Zeki, 2020. "The production of biodiesel from safflower (Carthamus tinctorius L.) oil as a potential feedstock and its usage in compression ignition engine: A comprehensive review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 119(C).
    9. Naghshbandi, Mohammad Pooya & Tabatabaei, Meisam & Aghbashlo, Mortaza & Gupta, Vijai Kumar & Sulaiman, Alawi & Karimi, Keikhosro & Moghimi, Hamid & Maleki, Mina, 2019. "Progress toward improving ethanol production through decreased glycerol generation in Saccharomyces cerevisiae by metabolic and genetic engineering approaches," Renewable and Sustainable Energy Reviews, Elsevier, vol. 115(C).
    10. Mamtani, Kapil & Shahbaz, Kaveh & Farid, Mohammed M., 2021. "Glycerolysis of free fatty acids: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 137(C).
    11. Alejos Altamirano, Carlos Alberto & Yokoyama, Lídia & de Medeiros, José Luiz & de Queiroz Fernandes Araújo, Ofélia, 2016. "Ethylic or methylic route to soybean biodiesel? Tracking environmental answers through life cycle assessment," Applied Energy, Elsevier, vol. 184(C), pages 1246-1263.
    12. Joda, Fatemeh & Ahmadi, Fatemeh, 2019. "Exergoeconomic analysis of conventional and using reactive distillation biodiesel production scenarios thermally integrated with a combined power plant," Renewable Energy, Elsevier, vol. 132(C), pages 898-910.
    13. M'Arimi, M.M. & Mecha, C.A. & Kiprop, A.K. & Ramkat, R., 2020. "Recent trends in applications of advanced oxidation processes (AOPs) in bioenergy production: Review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 121(C).
    14. Ba, Birome Holo & Prins, Christian & Prodhon, Caroline, 2016. "Models for optimization and performance evaluation of biomass supply chains: An Operations Research perspective," Renewable Energy, Elsevier, vol. 87(P2), pages 977-989.
    15. Lechón, Y. & de la Rúa, C. & Rodríguez, I. & Caldés, N., 2019. "Socioeconomic implications of biofuels deployment through an Input-Output approach. A case study in Uruguay," Renewable and Sustainable Energy Reviews, Elsevier, vol. 104(C), pages 178-191.
    16. Baudry, Gino & Delrue, Florian & Legrand, Jack & Pruvost, Jérémy & Vallée, Thomas, 2017. "The challenge of measuring biofuel sustainability: A stakeholder-driven approach applied to the French case," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 933-947.
    17. Pöschl, Martina & Ward, Shane & Owende, Philip, 2010. "Evaluation of energy efficiency of various biogas production and utilization pathways," Applied Energy, Elsevier, vol. 87(11), pages 3305-3321, November.
    18. Elhambakhsh, Abbas & Van Duc Long, Nguyen & Lamichhane, Pradeep & Hessel, Volker, 2023. "Recent progress and future directions in plasma-assisted biomass conversion to hydrogen," Renewable Energy, Elsevier, vol. 218(C).
    19. Ambat, Indu & Srivastava, Varsha & Sillanpää, Mika, 2018. "Recent advancement in biodiesel production methodologies using various feedstock: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 90(C), pages 356-369.
    20. Winden, Matthew & Cruze, Nathan & Haab, Tim & Bakshi, Bhavik, 2015. "Monetized value of the environmental, health and resource externalities of soy biodiesel," Energy Economics, Elsevier, vol. 47(C), pages 18-24.

    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:energy:v:198:y:2020:i:c:s0360544220303583. 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/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.