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A simulation model for the design and analysis of wood pellet supply chains

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  • Mobini, Mahdi
  • Sowlati, Taraneh
  • Sokhansanj, Shahab

Abstract

During the past decade, the global trade of wood pellets has been growing. Rapid increases in the production and consumption of wood pellets, and predictions on its increased demand in the near future have formed a competitive global market. Several studies have focused on the economic, environmental, and technological aspects of wood pellet production and consumption. In this paper, a simulation model is developed to enhance and facilitate the studies concerning the design and analysis of wood pellet supply chains. The scope of the model covers the entire supply chain from sources of raw materials to the end customers, providing a framework for assessment of the supply chains. The model includes uncertainties, interdependencies between stages of the supply chain, and resource constraints, which are usually simplified or ignored in previous studies. The outputs of the model include the amount of energy consumed in each process and its related CO2 emissions, and the cost components of delivered wood pellets to the customers. The model was applied to an existing supply chain located in BC, Canada. The estimated cost of wood pellets was 69.27$t−1 at the pellet mill’s gate and 101.33$t−1 at customers’ locations. Distribution of wood pellets to the customers contributed about 30.65% to total costs. Raw material procurement and transportation accounted for 29.16% of the total delivered cost, while pellet production contributes 40.19% to the total delivered cost. The energy consumption and CO2 emission along the supply chain were estimated at 568.93kWht−1 and 136.91kgt−1, respectively. The results of scenario-based analysis showed that by changing the drying fuel from sawdust to bark, about 1.5% cost reduction was achievable. Blending 10% bark in the whitewood feedstock reduced the estimated cost to 96.51$t−1 (4.75% reduction).

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  • 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.
  • Handle: RePEc:eee:appene:v:111:y:2013:i:c:p:1239-1249
    DOI: 10.1016/j.apenergy.2013.06.026
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    1. 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.
    2. Toscano, G. & Duca, D. & Amato, A. & Pizzi, A., 2014. "Emission from realistic utilization of wood pellet stove," Energy, Elsevier, vol. 68(C), pages 644-650.
    3. Bernardine Chigozie Chidozie & Ana Luísa Ramos & José Vasconcelos Ferreira & Luís Pinto Ferreira, 2023. "Residual Agroforestry Biomass Supply Chain Simulation Insights and Directions: A Systematic Literature Review," Sustainability, MDPI, vol. 15(13), pages 1-16, June.
    4. 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).
    5. Juan Jesús De la Torre Bayo & Montserrat Zamorano Toro & Luz Marina Ruiz & Juan Carlos Torres Rojo & Jaime Martín Pascual, 2023. "Analysing the Sustainability of the Production of Solid Recovered Fuel from Screening Waste," Sustainability, MDPI, vol. 15(18), pages 1-15, September.
    6. 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.
    7. 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.
    8. 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.
    9. Shafie, S.M. & Masjuki, H.H. & Mahlia, T.M.I., 2014. "Rice straw supply chain for electricity generation in Malaysia: Economical and environmental assessment," Applied Energy, Elsevier, vol. 135(C), pages 299-308.
    10. 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.
    11. Nabavi, Vahid & Azizi, Majid & Tarmian, Asghar & Ray, Charles David, 2020. "Feasibility study on the production and consumption of wood pellets in Iran to meet return-on-investment and greenhouse gas emissions targets," Renewable Energy, Elsevier, vol. 151(C), pages 1-20.
    12. Shohre Khoddami & Fereshteh Mafakheri & Yong Zeng, 2021. "A System Dynamics Approach to Comparative Analysis of Biomass Supply Chain Coordination Strategies," Energies, MDPI, vol. 14(10), pages 1-35, May.
    13. Zhaoyuan He & Paul Turner, 2021. "A Systematic Review on Technologies and Industry 4.0 in the Forest Supply Chain: A Framework Identifying Challenges and Opportunities," Logistics, MDPI, vol. 5(4), pages 1-22, December.
    14. Barlow, Euan & Tezcaner Öztürk, Diclehan & Revie, Matthew & Akartunalı, Kerem & Day, Alexander H. & Boulougouris, Evangelos, 2018. "A mixed-method optimisation and simulation framework for supporting logistical decisions during offshore wind farm installations," European Journal of Operational Research, Elsevier, vol. 264(3), pages 894-906.
    15. Yun, Huimin & Clift, Roland & Bi, Xiaotao, 2020. "Process simulation, techno-economic evaluation and market analysis of supply chains for torrefied wood pellets from British Columbia: Impacts of plant configuration and distance to market," Renewable and Sustainable Energy Reviews, Elsevier, vol. 127(C).
    16. 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.
    17. 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).
    18. Mohamed Abdul Ghani, N. Muhammad Aslaam & Vogiatzis, Chrysafis & Szmerekovsky, Joseph, 2018. "Biomass feedstock supply chain network design with biomass conversion incentives," Energy Policy, Elsevier, vol. 116(C), pages 39-49.
    19. Proskurina, Svetlana & Rimppi, Heli & Heinimö, Jussi & Hansson, Julia & Orlov, Anton & Raghu, KC & Vakkilainen, Esa, 2016. "Logistical, economic, environmental and regulatory conditions for future wood pellet transportation by sea to Europe: The case of Northwest Russian seaports," Renewable and Sustainable Energy Reviews, Elsevier, vol. 56(C), pages 38-50.
    20. 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.
    21. Eriksson, Anders & Eliasson, Lars & Sikanen, Lauri & Hansson, Per-Anders & Jirjis, Raida, 2017. "Evaluation of delivery strategies for forest fuels applying a model for Weather-driven Analysis of Forest Fuel Systems (WAFFS)," Applied Energy, Elsevier, vol. 188(C), pages 420-430.
    22. Durusut, Emrah & Tahir, Foaad & Foster, Sam & Dineen, Denis & Clancy, Matthew, 2018. "BioHEAT: A policy decision support tool in Ireland’s bioenergy and heat sectors," Applied Energy, Elsevier, vol. 213(C), pages 306-321.
    23. 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.
    24. 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).
    25. Rodolfo Picchio & Francesco Latterini & Rachele Venanzi & Walter Stefanoni & Alessandro Suardi & Damiano Tocci & Luigi Pari, 2020. "Pellet Production from Woody and Non-Woody Feedstocks: A Review on Biomass Quality Evaluation," Energies, MDPI, vol. 13(11), pages 1-20, June.

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