IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v36y2011i10p6019-6026.html
   My bibliography  Save this article

Development and implementation of an optimisation model for biofuels supply chain

Author

Listed:
  • Papapostolou, Christiana
  • Kondili, Emilia
  • Kaldellis, John K.

Abstract

Biofuels supply chain comprises a wide set of activities involving a rather complex set of parameters. Cultivation of the raw materials is closely related to the agricultural sector whereas the production of the final product presumes the operation of a conversion plant. The distribution network aims at delivering the final product close to the consumption. The extent of the involvement of each one of the previously mentioned sectors is the result of strategic and operational planning of the whole supply chain and, in the general case, determines the efficiency of the biofuels sector. Taking also into account the very rapidly changing opinions related to the environmental behaviour of the whole biofuels supply chain, it becomes very clear that the parameters in the sector are continuously changing. Therefore, the consideration of an integrated supply chain appropriately modelled is believed to be very critical and could result in the optimal solution per case, economically and/or environmentally speaking. In this paper the development of a mathematical model for the optimal design and operation of Biofuels Supply Chain is proposed as an integrated approach that can take into account both technical and economic parameters affecting the performance of the whole value chain. Model implementation would facilitate and support the decision taking in various planning and operational issues such as infrastructure investments, the quantities of raw materials to be cultivated, the quantities of biofuels to be produced in the domestic market or imported, identifying the best available solution for the optimal design and operation of the biofuels supply chain.

Suggested Citation

  • Papapostolou, Christiana & Kondili, Emilia & Kaldellis, John K., 2011. "Development and implementation of an optimisation model for biofuels supply chain," Energy, Elsevier, vol. 36(10), pages 6019-6026.
    • Handle: RePEc:eee:energy:v:36:y:2011:i:10:p:6019-6026
    DOI: 10.1016/j.energy.2011.08.013
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544211005433
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.energy.2011.08.013?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. van Dyken, Silke & Bakken, Bjorn H. & Skjelbred, Hans I., 2010. "Linear mixed-integer models for biomass supply chains with transport, storage and processing," Energy, Elsevier, vol. 35(3), pages 1338-1350.
    2. Huang, Yongxi & Chen, Chien-Wei & Fan, Yueyue, 2010. "Multistage optimization of the supply chains of biofuels," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 46(6), pages 820-830, November.
    3. Ajanovic, Amela, 2011. "Biofuels versus food production: Does biofuels production increase food prices?," Energy, Elsevier, vol. 36(4), pages 2070-2076.
    4. Boukis, Ioannis & Vassilakos, Nikos & Kontopoulos, Georgios & Karellas, Sotirios, 2009. "Policy plan for the use of biomass and biofuels in Greece: Part II: Logistics and economic investigation," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(4), pages 703-720, May.
    5. Gül, Timur & Kypreos, Socrates & Turton, Hal & Barreto, Leonardo, 2009. "An energy-economic scenario analysis of alternative fuels for personal transport using the Global Multi-regional MARKAL model (GMM)," Energy, Elsevier, vol. 34(10), pages 1423-1437.
    6. Kaihara, Toshiya, 2003. "Multi-agent based supply chain modelling with dynamic environment," International Journal of Production Economics, Elsevier, vol. 85(2), pages 263-269, August.
    7. Goldemberg, José & Coelho, Suani Teixeira & Guardabassi, Patricia, 2008. "The sustainability of ethanol production from sugarcane," Energy Policy, Elsevier, vol. 36(6), pages 2086-2097, June.
    8. Mathews, John A., 2008. "Carbon-negative biofuels," Energy Policy, Elsevier, vol. 36(3), pages 940-945, March.
    9. Groscurth, H.-M & de Almeida, A & Bauen, A & Costa, F.B & Ericson, S.-O & Giegrich, J & von Grabczewski, N & Hall, D.O & Hohmeyer, O & Jörgensen, K & Kern, C & Kühn, I & Löfstedt, R & da Silva Mariano, 2000. "Total costs and benefits of biomass in selected regions of the European Union," Energy, Elsevier, vol. 25(11), pages 1081-1095.
    10. Goldemberg, José & Guardabassi, Patricia, 2009. "Are biofuels a feasible option?," Energy Policy, Elsevier, vol. 37(1), pages 10-14, January.
    11. Meixell, Mary J. & Gargeya, Vidyaranya B., 2005. "Global supply chain design: A literature review and critique," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 41(6), pages 531-550, November.
    12. Boukis, Ioannis & Vassilakos, Nikos & Kontopoulos, Georgios & Karellas, Sotirios, 2009. "Policy plan for the use of biomass and biofuels in Greece: Part I: Available biomass and methodology," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(5), pages 971-985, June.
    13. Henry Venema & Paul Calamai, 2003. "Bioenergy Systems Planning Using Location–Allocation and Landscape Ecology Design Principles," Annals of Operations Research, Springer, vol. 123(1), pages 241-264, October.
    14. Rathmann, Régis & Szklo, Alexandre & Schaeffer, Roberto, 2010. "Land use competition for production of food and liquid biofuels: An analysis of the arguments in the current debate," Renewable Energy, Elsevier, vol. 35(1), pages 14-22.
    15. Ren, Hongbo & Zhou, Weisheng & Nakagami, Ken'ichi & Gao, Weijun, 2010. "Integrated design and evaluation of biomass energy system taking into consideration demand side characteristics," Energy, Elsevier, vol. 35(5), pages 2210-2222.
    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. Tonini, Davide & Vadenbo, Carl & Astrup, Thomas Fruergaard, 2017. "Priority of domestic biomass resources for energy: Importance of national environmental targets in a climate perspective," Energy, Elsevier, vol. 124(C), pages 295-309.
    2. Azadeh, Ali & Vafa Arani, Hamed, 2016. "Biodiesel supply chain optimization via a hybrid system dynamics-mathematical programming approach," Renewable Energy, Elsevier, vol. 93(C), pages 383-403.
    3. Shafiei, Ehsan & Davidsdottir, Brynhildur & Leaver, Jonathan & Stefansson, Hlynur & Asgeirsson, Eyjolfur Ingi & Keith, David R., 2016. "Analysis of supply-push strategies governing the transition to biofuel vehicles in a market-oriented renewable energy system," Energy, Elsevier, vol. 94(C), pages 409-421.
    4. Ye, Fei & Li, Yina & Lin, Qiang & Zhan, Yuanzhu, 2017. "Modeling of China's cassava-based bioethanol supply chain operation and coordination," Energy, Elsevier, vol. 120(C), pages 217-228.
    5. Sojung Kim & Junyoung Seo & Sumin Kim, 2024. "Machine Learning Technologies in the Supply Chain Management Research of Biodiesel: A Review," Energies, MDPI, vol. 17(6), pages 1-15, March.
    6. Eirini Aivazidou & Dimitrios Aidonis & Naoum Tsolakis & Charisios Achillas & Dimitrios Vlachos, 2022. "Wine Supply Chain Network Configuration under a Water Footprint Cap," Sustainability, MDPI, vol. 14(15), pages 1-16, August.
    7. Li, Qi & Hu, Guiping, 2014. "Supply chain design under uncertainty for advanced biofuel production based on bio-oil gasification," Energy, Elsevier, vol. 74(C), pages 576-584.
    8. Mafakheri, Fereshteh & Nasiri, Fuzhan, 2014. "Modeling of biomass-to-energy supply chain operations: Applications, challenges and research directions," Energy Policy, Elsevier, vol. 67(C), pages 116-126.
    9. Čuček, Lidija & Varbanov, Petar Sabev & Klemeš, Jiří Jaromír & Kravanja, Zdravko, 2012. "Total footprints-based multi-criteria optimisation of regional biomass energy supply chains," Energy, Elsevier, vol. 44(1), pages 135-145.
    10. Babazadeh, Reza, 2017. "Optimal design and planning of biodiesel supply chain considering non-edible feedstock," Renewable and Sustainable Energy Reviews, Elsevier, vol. 75(C), pages 1089-1100.
    11. Arabi, Mahsa & Yaghoubi, Saeed & Tajik, Javad, 2019. "A mathematical model for microalgae-based biobutanol supply chain network design under harvesting and drying uncertainties," Energy, Elsevier, vol. 179(C), pages 1004-1016.
    12. Rincón, Luis E. & Valencia, Monica J. & Hernández, Valentina & Matallana, Luis G. & Cardona, Carlos A., 2015. "Optimization of the Colombian biodiesel supply chain from oil palm crop based on techno-economical and environmental criteria," Energy Economics, Elsevier, vol. 47(C), pages 154-167.
    13. Eskandarpour, Majid & Dejax, Pierre & Miemczyk, Joe & Péton, Olivier, 2015. "Sustainable supply chain network design: An optimization-oriented review," Omega, Elsevier, vol. 54(C), pages 11-32.
    14. Sadjady Naeeni, Hannan & Sabbaghi, Navid, 2022. "Sustainable supply chain network design: A case of the glass manufacturer in Asia," International Journal of Production Economics, Elsevier, vol. 248(C).
    15. De Meyer, Annelies & Cattrysse, Dirk & Van Orshoven, Jos, 2015. "A generic mathematical model to optimise strategic and tactical decisions in biomass-based supply chains (OPTIMASS)," European Journal of Operational Research, Elsevier, vol. 245(1), pages 247-264.
    16. Guerra, Omar J. & Reklaitis, Gintaras V., 2018. "Advances and challenges in water management within energy systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 82(P3), pages 4009-4019.
    17. Azadeh, Ali & Vafa Arani, Hamed & Dashti, Hossein, 2014. "A stochastic programming approach towards optimization of biofuel supply chain," Energy, Elsevier, vol. 76(C), pages 513-525.
    18. Duarte, Alexandra E. & Sarache, William A. & Costa, Yasel J., 2014. "A facility-location model for biofuel plants: Applications in the Colombian context," Energy, Elsevier, vol. 72(C), pages 476-483.
    19. Osmani, Atif & Zhang, Jun, 2013. "Stochastic optimization of a multi-feedstock lignocellulosic-based bioethanol supply chain under multiple uncertainties," Energy, Elsevier, vol. 59(C), pages 157-172.
    20. Babazadeh, Reza & Razmi, Jafar & Pishvaee, Mir Saman & Rabbani, Masoud, 2017. "A sustainable second-generation biodiesel supply chain network design problem under risk," Omega, Elsevier, vol. 66(PB), pages 258-277.
    21. Balaman, Şebnem Yılmaz & Selim, Hasan, 2014. "A network design model for biomass to energy supply chains with anaerobic digestion systems," Applied Energy, Elsevier, vol. 130(C), pages 289-304.
    22. Bentsen, Niclas Scott & Jack, Michael W. & Felby, Claus & Thorsen, Bo Jellesmark, 2014. "Allocation of biomass resources for minimising energy system greenhouse gas emissions," Energy, Elsevier, vol. 69(C), pages 506-515.
    23. Mohammad S. Roni & Sandra D. Eksioglu & Kara G. Cafferty & Jacob J. Jacobson, 2017. "A multi-objective, hub-and-spoke model to design and manage biofuel supply chains," Annals of Operations Research, Springer, vol. 249(1), pages 351-380, February.

    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. Ajanovic, Amela & Haas, Reinhard, 2017. "The impact of energy policies in scenarios on GHG emission reduction in passenger car mobility in the EU-15," Renewable and Sustainable Energy Reviews, Elsevier, vol. 68(P2), pages 1088-1096.
    2. Azadeh, Ali & Vafa Arani, Hamed & Dashti, Hossein, 2014. "A stochastic programming approach towards optimization of biofuel supply chain," Energy, Elsevier, vol. 76(C), pages 513-525.
    3. 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.
    4. Azadeh, Ali & Vafa Arani, Hamed, 2016. "Biodiesel supply chain optimization via a hybrid system dynamics-mathematical programming approach," Renewable Energy, Elsevier, vol. 93(C), pages 383-403.
    5. Vo, Long Hai & Le, Thai-Ha, 2021. "Eatery, energy, environment and economic system, 1970–2017: Understanding volatility spillover patterns in a global sample," Energy Economics, Elsevier, vol. 100(C).
    6. Jensen, Ida Græsted & Münster, Marie & Pisinger, David, 2017. "Optimizing the supply chain of biomass and biogas for a single plant considering mass and energy losses," European Journal of Operational Research, Elsevier, vol. 262(2), pages 744-758.
    7. Geraldes Castanheira, Érica & Grisoli, Renata & Freire, Fausto & Pecora, Vanessa & Coelho, Suani Teixeira, 2014. "Environmental sustainability of biodiesel in Brazil," Energy Policy, Elsevier, vol. 65(C), pages 680-691.
    8. Kai Whiting & Luis Gabriel Carmona & Angeles Carrasco & Tânia Sousa, 2017. "Exergy Replacement Cost of Fossil Fuels: Closing the Carbon Cycle," Energies, MDPI, vol. 10(7), pages 1-21, July.
    9. Andrew Adewale Alola & Uju Violet Alola, 2018. "Agricultural land usage and tourism impact on renewable energy consumption among Coastline Mediterranean Countries," Energy & Environment, , vol. 29(8), pages 1438-1454, December.
    10. Wilson, P. & Glithero, N.J. & Ramsden, S.J., 2014. "Prospects for dedicated energy crop production and attitudes towards agricultural straw use: The case of livestock farmers," Energy Policy, Elsevier, vol. 74(C), pages 101-110.
    11. Braimakis, Konstantinos & Atsonios, Konstantinos & Panopoulos, Kyriakos D. & Karellas, Sotirios & Kakaras, Emmanuel, 2014. "Economic evaluation of decentralized pyrolysis for the production of bio-oil as an energy carrier for improved logistics towards a large centralized gasification plant," Renewable and Sustainable Energy Reviews, Elsevier, vol. 35(C), pages 57-72.
    12. Kallas, Zein & Gil, José María, 2015. "Do the Spanish want biodiesel? A case study in the Catalan transport sector," Renewable Energy, Elsevier, vol. 83(C), pages 398-406.
    13. Malladi, Krishna Teja & Sowlati, Taraneh, 2018. "Biomass logistics: A review of important features, optimization modeling and the new trends," Renewable and Sustainable Energy Reviews, Elsevier, vol. 94(C), pages 587-599.
    14. Whiting, Kai & Carmona, Luis Gabriel & Sousa, Tânia, 2017. "A review of the use of exergy to evaluate the sustainability of fossil fuels and non-fuel mineral depletion," Renewable and Sustainable Energy Reviews, Elsevier, vol. 76(C), pages 202-211.
    15. Huang, Yongxi & Chen, Yihsu, 2014. "Analysis of an imperfectly competitive cellulosic biofuel supply chain," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 72(C), pages 1-14.
    16. Lange, Mareike, 2011. "The GHG balance of biofuels taking into account land use change," Energy Policy, Elsevier, vol. 39(5), pages 2373-2385, May.
    17. Rathmann, Régis & Szklo, Alexandre & Schaeffer, Roberto, 2012. "Targets and results of the Brazilian Biodiesel Incentive Program – Has it reached the Promised Land?," Applied Energy, Elsevier, vol. 97(C), pages 91-100.
    18. Scott, James A. & Ho, William & Dey, Prasanta K., 2012. "A review of multi-criteria decision-making methods for bioenergy systems," Energy, Elsevier, vol. 42(1), pages 146-156.
    19. Foteinis, Spyros & Kouloumpis, Victor & Tsoutsos, Theocharis, 2011. "Life cycle analysis for bioethanol production from sugar beet crops in Greece," Energy Policy, Elsevier, vol. 39(9), pages 4834-4841, September.
    20. Ngan, Sue Lin & How, Bing Shen & Teng, Sin Yong & Leong, Wei Dong & Loy, Adrian Chun Minh & Yatim, Puan & Promentilla, Michael Angelo B. & Lam, Hon Loong, 2020. "A hybrid approach to prioritize risk mitigation strategies for biomass polygeneration systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 121(C).

    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:36:y:2011:i:10:p:6019-6026. 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.