IDEAS home Printed from https://ideas.repec.org/a/gam/jmathe/v10y2022i19p3657-d934801.html
   My bibliography  Save this article

A Flexible Robust Possibilistic Programming Approach toward Wood Pellets Supply Chain Network Design

Author

Listed:
  • Zaher Abusaq

    (Industrial Engineering Department, Jeddah College of Engineering, University of Business and Technology, Jeddah 21448, Saudi Arabia)

  • Muhammad Salman Habib

    (Department of Industrial and Manufacturing Engineering, University of Engineering and Technology, Lahore 54890, Pakistan)

  • Adeel Shehzad

    (Department of Mechanical Engineering, University of Engineering and Technology, Lahore 54890, Pakistan)

  • Mohammad Kanan

    (Industrial Engineering Department, Jeddah College of Engineering, University of Business and Technology, Jeddah 21448, Saudi Arabia)

  • Ramiz Assaf

    (Department of Industrial Engineering, An-Najah National University, Nablus P.O. Box 7, Palestine)

Abstract

Increasing energy demand and the detrimental environmental impacts of fossil fuels have led to the development of renewable energy sources. Rapid demand growth for wood pellets over the last decade has established wood pellets as a potential renewable energy source in a globally competitive energy market. Integrated decision making including all stakeholders in the wood pellet supply chain (WPSC) is essential for a smooth transition to commercially viable wood pellet production. In this aspect, this study aims to suggest a decision support system for optimizing biomass-based wood pellet production supply chain network design (WPP-SCND). The WPP-SCND decision system minimizes the total supply chain (SC) cost of the system while also reducing carbon emissions associated with wood pellet SC activities. All objective parameters, including biomass availability at the supply terminals, market demand, and biomass production, are considered fuzzy to account for epistemic uncertainty. A fuzzy flexible robust possibilistic programming (fuzzy-FRPP) technique is developed for solving the suggested uncertain WPP-SCND model. The case findings show that the imprecise nature of the parameters has a significant impact on the strategic and tactical decisions in the wood pellet SC. By investing almost 10% of the total cost, robust decisions within the wood pellet SC can be obtained. It is established that the fuzzy-FRPP technique successfully provides robust decisions and achieves a balance between transportation costs, emissions costs, and economies of scale when making capacity decisions. Although the suggested decision support system is used to manage the production and distribution of wood pellets, the insights and solution methodology may be extended to the production of other biofuels. The proposed research may be valuable to authorities involved in planning large-scale wood pellet-related production-distribution projects.

Suggested Citation

  • Zaher Abusaq & Muhammad Salman Habib & Adeel Shehzad & Mohammad Kanan & Ramiz Assaf, 2022. "A Flexible Robust Possibilistic Programming Approach toward Wood Pellets Supply Chain Network Design," Mathematics, MDPI, vol. 10(19), pages 1-27, October.
    • Handle: RePEc:gam:jmathe:v:10:y:2022:i:19:p:3657-:d:934801
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2227-7390/10/19/3657/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2227-7390/10/19/3657/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Mobini, Mahdi & Sowlati, Taraneh & Sokhansanj, Shahab, 2013. "A simulation model for the design and analysis of wood pellet supply chains," Applied Energy, Elsevier, vol. 111(C), pages 1239-1249.
    2. De Laporte, Aaron V. & Weersink, Alfons J. & McKenney, Daniel W., 2016. "Effects of supply chain structure and biomass prices on bioenergy feedstock supply," Applied Energy, Elsevier, vol. 183(C), pages 1053-1064.
    3. Idiano D’Adamo & Claudio Sassanelli, 2022. "Biomethane Community: A Research Agenda towards Sustainability," Sustainability, MDPI, vol. 14(8), pages 1-22, April.
    4. Cambero, Claudia & Sowlati, Taraneh, 2016. "Incorporating social benefits in multi-objective optimization of forest-based bioenergy and biofuel supply chains," Applied Energy, Elsevier, vol. 178(C), pages 721-735.
    5. Boukherroub, Tasseda & LeBel, Luc & Lemieux, Sébastien, 2017. "An integrated wood pellet supply chain development: Selecting among feedstock sources and a range of operating scales," Applied Energy, Elsevier, vol. 198(C), pages 385-400.
    6. Mansuy, Nicolas & Thiffault, Evelyne & Lemieux, Sébastien & Manka, Francis & Paré, David & Lebel, Luc, 2015. "Sustainable biomass supply chains from salvage logging of fire-killed stands: A case study for wood pellet production in eastern Canada," Applied Energy, Elsevier, vol. 154(C), pages 62-73.
    7. Akhtari, Shaghaygh & Sowlati, Taraneh, 2020. "Hybrid optimization-simulation for integrated planning of bioenergy and biofuel supply chains," Applied Energy, Elsevier, vol. 259(C).
    8. Gonela, Vinay & Zhang, Jun & Osmani, Atif & Onyeaghala, Raphael, 2015. "Stochastic optimization of sustainable hybrid generation bioethanol supply chains," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 77(C), pages 1-28.
    9. Visser, L. & Hoefnagels, R. & Junginger, M., 2020. "Wood pellet supply chain costs – A review and cost optimization analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 118(C).
    10. Yılmaz Balaman, Şebnem & Wright, Daniel G. & Scott, James & Matopoulos, Aristides, 2018. "Network design and technology management for waste to energy production: An integrated optimization framework under the principles of circular economy," Energy, Elsevier, vol. 143(C), pages 911-933.
    11. S.A. Torabi & J. Namdar & S.M. Hatefi & F. Jolai, 2016. "An enhanced possibilistic programming approach for reliable closed-loop supply chain network design," International Journal of Production Research, Taylor & Francis Journals, vol. 54(5), pages 1358-1387, March.
    12. Mohammad Kanan & Muhammad Salman Habib & Tufail Habib & Sadaf Zahoor & Anas Gulzar & Hamid Raza & Zaher Abusaq, 2022. "A Flexible Robust Possibilistic Programming Approach for Sustainable Second-Generation Biogas Supply Chain Design under Multiple Uncertainties," Sustainability, MDPI, vol. 14(18), pages 1-32, September.
    13. Vitale, Ignacio & Dondo, Rodolfo G. & González, Matías & Cóccola, Mariana E., 2022. "Modelling and optimization of material flows in the wood pellet supply chain," Applied Energy, Elsevier, vol. 313(C).
    14. 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.
    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. Mohammad Kanan & Ansa Rida Dilshad & Sadaf Zahoor & Amjad Hussain & Muhammad Salman Habib & Amjad Mehmood & Zaher Abusaq & Allam Hamdan & Jihad Asad, 2023. "An Empirical Study of the Implementation of an Integrated Ergo-Green-Lean Framework: A Case Study," Sustainability, MDPI, vol. 15(13), pages 1-24, June.
    2. Zsolt Tibor Kosztyán & Zoltán Kovács, 2023. "Preface to the Special Issue on “Mathematical Methods and Operation Research in Logistics, Project Planning, and Scheduling”," Mathematics, MDPI, vol. 11(1), pages 1-3, January.

    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. Vitale, Ignacio & Dondo, Rodolfo G. & González, Matías & Cóccola, Mariana E., 2022. "Modelling and optimization of material flows in the wood pellet supply chain," Applied Energy, Elsevier, vol. 313(C).
    2. Bruno Gagnon & Heather MacDonald & Emily Hope & Margaret Jean Blair & Daniel W. McKenney, 2022. "Impact of the COVID-19 Pandemic on Biomass Supply Chains: The Case of the Canadian Wood Pellet Industry," Energies, MDPI, vol. 15(9), pages 1-18, April.
    3. Mahmood Ebadian & Shahab Sokhansanj & David Lee & Alyssa Klein & Lawrence Townley-Smith, 2021. "Evaluating the Economic Viability of Agricultural Pellets to Supplement the Current Global Wood Pellets Supply for Bioenergy Production," Energies, MDPI, vol. 14(8), pages 1-19, April.
    4. Santos, Andreia & Carvalho, Ana & Barbosa-Póvoa, Ana Paula & Marques, Alexandra & Amorim, Pedro, 2019. "Assessment and optimization of sustainable forest wood supply chains – A systematic literature review," Forest Policy and Economics, Elsevier, vol. 105(C), pages 112-135.
    5. Nicolas Mansuy & Julie Barrette & Jérôme Laganière & Warren Mabee & David Paré & Shuva Gautam & Evelyne Thiffault & Saeed Ghafghazi, 2018. "Salvage harvesting for bioenergy in Canada: From sustainable and integrated supply chain to climate change mitigation," Wiley Interdisciplinary Reviews: Energy and Environment, Wiley Blackwell, vol. 7(5), September.
    6. Salehi-Amiri, Amirhossein & Zahedi, Ali & Akbapour, Navid & Hajiaghaei-Keshteli, Mostafa, 2021. "Designing a sustainable closed-loop supply chain network for walnut industry," Renewable and Sustainable Energy Reviews, Elsevier, vol. 141(C).
    7. Andrzej Bochniak & Monika Stoma, 2021. "Estimating the Optimal Location for the Storage of Pellet Surplus," Energies, MDPI, vol. 14(20), pages 1-16, October.
    8. Schipfer, Fabian & Kranzl, Lukas, 2019. "Techno-economic evaluation of biomass-to-end-use chains based on densified bioenergy carriers (dBECs)," Applied Energy, Elsevier, vol. 239(C), pages 715-724.
    9. Emily Hope & Bruno Gagnon & Vanja Avdić, 2020. "Assessment of the Impact of Climate Change Policies on the Market for Forest Industrial Residues," Sustainability, MDPI, vol. 12(5), pages 1-20, February.
    10. Mosayeb Dashtpeyma & Reza Ghodsi, 2021. "Forest Biomass and Bioenergy Supply Chain Resilience: A Systematic Literature Review on the Barriers and Enablers," Sustainability, MDPI, vol. 13(12), pages 1-21, June.
    11. Maaz Hassan & Naveed Usman & Majid Hussain & Adnan Yousaf & Muhammad Aamad Khattak & Sidra Yousaf & Rankeshwarnath Sanjay Mishr & Sana Ahmad & Fariha Rehman & Ahmad Rashedi, 2023. "Environmental and Socio-Economic Assessment of Biomass Pellets Biofuel in Hazara Division, Pakistan," Sustainability, MDPI, vol. 15(15), pages 1-23, August.
    12. 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.
    13. Mohammad Kanan & Muhammad Salman Habib & Tufail Habib & Sadaf Zahoor & Anas Gulzar & Hamid Raza & Zaher Abusaq, 2022. "A Flexible Robust Possibilistic Programming Approach for Sustainable Second-Generation Biogas Supply Chain Design under Multiple Uncertainties," Sustainability, MDPI, vol. 14(18), pages 1-32, September.
    14. De Laporte, Aaron V. & Ripplinger, David G., 2019. "The effects of site selection, opportunity costs and transportation costs on bioethanol production," Renewable Energy, Elsevier, vol. 131(C), pages 73-82.
    15. Hong, Jae-Dong & Mwakalonge, Judith L., 2020. "Biofuel logistics network scheme design with combined data envelopment analysis approach," Energy, Elsevier, vol. 209(C).
    16. Lenka Štofová & Petra Szaryszová & Bohuslava Mihalčová, 2021. "Testing the Bioeconomic Options of Transitioning to Solid Recovered Fuel: A Case Study of a Thermal Power Plant in Slovakia," Energies, MDPI, vol. 14(6), pages 1-20, March.
    17. Shu, Kesheng & Schneider, Uwe A. & Scheffran, Jürgen, 2017. "Optimizing the bioenergy industry infrastructure: Transportation networks and bioenergy plant locations," Applied Energy, Elsevier, vol. 192(C), pages 247-261.
    18. Barbosa-Póvoa, Ana Paula & da Silva, Cátia & Carvalho, Ana, 2018. "Opportunities and challenges in sustainable supply chain: An operations research perspective," European Journal of Operational Research, Elsevier, vol. 268(2), pages 399-431.
    19. Mobtaker, A. & Ouhimmou, M. & Audy, J.-F. & Rönnqvist, M., 2021. "A review on decision support systems for tactical logistics planning in the context of forest bioeconomy," Renewable and Sustainable Energy Reviews, Elsevier, vol. 148(C).
    20. Visser, L. & Hoefnagels, R. & Junginger, M., 2020. "Wood pellet supply chain costs – A review and cost optimization analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 118(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:gam:jmathe:v:10:y:2022:i:19:p:3657-:d:934801. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.