IDEAS home Printed from https://ideas.repec.org/a/eee/rensus/v135y2021ics136403212030455x.html
   My bibliography  Save this article

Techno-economic analysis for biomass supply chain: A state-of-the-art review

Author

Listed:
  • Lo, Shirleen Lee Yuen
  • How, Bing Shen
  • Leong, Wei Dong
  • Teng, Sin Yong
  • Rhamdhani, Muhammad Akbar
  • Sunarso, Jaka

Abstract

Given the increasing risk of climate change and depletion of non-renewable energy sources, countries around the world have been looking into energy profile diversification whereby biomass represents one of the most appealing alternatives for energy production feedstock. To attract interest and more investment from industry players into biomass-based industries, comprehensive techno-economic analysis has to be performed. In addition, various uncertainties related to supply chain such as biomass attainability, demand variation, and material price fluctuation, have to be considered in the evaluation to yield more accurate and reliable feasibility estimation. This review paper aims to: (i) provide an overview on the different types of methods or approaches used in the feasibility evaluation of biomass-based industries from the techno-economic point of view, and (ii) outline the supply chain uncertainties that should be incorporated into the evaluation model using a Malaysian case study to illustrate the impact of these uncertainties. Apart from that, some of the unquantifiable uncertainties and risks are critically reviewed in this paper. It was found that 78 % of the reviewed articles opted for mathematical modelling evaluation method with the majority leaning towards mathematical modelling with optimization (i.e., deterministic and stochastic optimization). Furthermore, only a minority had performed stochastic evaluation that incorporates biomass supply chain uncertainties. This review discussed six quantifiable uncertainties, include: (i) biomass availability, (ii) biomass quality, (iii) transportation cost, (iv) market demand, (v) fluctuation of pricing, and (vi) wages of workers.

Suggested Citation

  • Lo, Shirleen Lee Yuen & How, Bing Shen & Leong, Wei Dong & Teng, Sin Yong & Rhamdhani, Muhammad Akbar & Sunarso, Jaka, 2021. "Techno-economic analysis for biomass supply chain: A state-of-the-art review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 135(C).
    • Handle: RePEc:eee:rensus:v:135:y:2021:i:c:s136403212030455x
    DOI: 10.1016/j.rser.2020.110164
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S136403212030455X
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.rser.2020.110164?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. Wang, Gang & Gunasekaran, Angappa & Ngai, Eric W.T. & Papadopoulos, Thanos, 2016. "Big data analytics in logistics and supply chain management: Certain investigations for research and applications," International Journal of Production Economics, Elsevier, vol. 176(C), pages 98-110.
    2. Roni, Md.S. & Eksioglu, Sandra D. & Searcy, Erin & Jha, Krishna, 2014. "A supply chain network design model for biomass co-firing in coal-fired power plants," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 61(C), pages 115-134.
    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. Awudu, Iddrisu & Zhang, Jun, 2012. "Uncertainties and sustainability concepts in biofuel supply chain management: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(2), pages 1359-1368.
    5. Bakhtiar, Asieh & Aslani, Alireza & Hosseini, Seyed Mohsen, 2020. "Challenges of diffusion and commercialization of bioenergy in developing countries," Renewable Energy, Elsevier, vol. 145(C), pages 1780-1798.
    6. Mohseni, Shayan & Pishvaee, Mir Saman & Sahebi, Hadi, 2016. "Robust design and planning of microalgae biomass-to-biodiesel supply chain: A case study in Iran," Energy, Elsevier, vol. 111(C), pages 736-755.
    7. Henrik Lund & Finn Arler & Poul Alberg Østergaard & Frede Hvelplund & David Connolly & Brian Vad Mathiesen & Peter Karnøe, 2017. "Simulation versus Optimisation: Theoretical Positions in Energy System Modelling," Energies, MDPI, vol. 10(7), pages 1-17, June.
    8. Lam, Hon Loong & Ng, Wendy P.Q. & Ng, Rex T.L. & Ng, Ern Huay & Aziz, Mustafa K. Abdul & Ng, Denny K.S., 2013. "Green strategy for sustainable waste-to-energy supply chain," Energy, Elsevier, vol. 57(C), pages 4-16.
    9. Kristianto, Yohanes & Zhu, Liandong, 2017. "Techno-economic optimization of ethanol synthesis from rice-straw supply chains," Energy, Elsevier, vol. 141(C), pages 2164-2176.
    10. Fumi Harahap & Sylvain Leduc & Sennai Mesfun & Dilip Khatiwada & Florian Kraxner & Semida Silveira, 2019. "Opportunities to Optimize the Palm Oil Supply Chain in Sumatra, Indonesia," Energies, MDPI, vol. 12(3), pages 1-24, January.
    11. Tittmann, P.W. & Parker, N.C. & Hart, Q.J. & Jenkins, B.M., 2010. "A spatially explicit techno-economic model of bioenergy and biofuels production in California," Journal of Transport Geography, Elsevier, vol. 18(6), pages 715-728.
    12. 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.
    13. How, Bing Shen & Ngan, Sue Lin & Hong, Boon Hooi & Lam, Hon Loong & Ng, Wendy Pei Qin & Yusup, Suzana & Ghani, Wan Azlina Wan Abd Karim & Kansha, Yasuki & Chan, Yi Herng & Cheah, Kin Wai & Shahbaz, Mu, 2019. "An outlook of Malaysian biomass industry commercialisation: Perspectives and challenges," Renewable and Sustainable Energy Reviews, Elsevier, vol. 113(C), pages 1-1.
    14. Shabani, Nazanin & Akhtari, Shaghaygh & Sowlati, Taraneh, 2013. "Value chain optimization of forest biomass for bioenergy production: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 23(C), pages 299-311.
    15. Bektas, Tolga, 2006. "The multiple traveling salesman problem: an overview of formulations and solution procedures," Omega, Elsevier, vol. 34(3), pages 209-219, June.
    16. De Meyer, Annelies & Cattrysse, Dirk & Rasinmäki, Jussi & Van Orshoven, Jos, 2014. "Methods to optimise the design and management of biomass-for-bioenergy supply chains: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 31(C), pages 657-670.
    17. Sahoo, Kamalakanta & Bilek, E.M. (Ted) & Mani, Sudhagar, 2018. "Techno-economic and environmental assessments of storing woodchips and pellets for bioenergy applications," Renewable and Sustainable Energy Reviews, Elsevier, vol. 98(C), pages 27-39.
    18. Vukasinovic, Vladimir & Gordic, Dusan & Zivkovic, Marija & Koncalovic, Davor & Zivkovic, Dubravka, 2019. "Long-term planning methodology for improving wood biomass utilization," Energy, Elsevier, vol. 175(C), pages 818-829.
    19. 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).
    20. G. Dantzig & R. Fulkerson & S. Johnson, 1954. "Solution of a Large-Scale Traveling-Salesman Problem," Operations Research, INFORMS, vol. 2(4), pages 393-410, November.
    21. Tang, J.P. & Lam, H.L. & Abdul Aziz, M.K. & Morad, N.A., 2017. "Palm biomass strategic resource managment – A competitive game analysis," Energy, Elsevier, vol. 118(C), pages 456-463.
    22. Malladi, Krishna Teja & Quirion-Blais, Olivier & Sowlati, Taraneh, 2018. "Development of a decision support tool for optimizing the short-term logistics of forest-based biomass," Applied Energy, Elsevier, vol. 216(C), pages 662-677.
    23. Shabani, Nazanin & Sowlati, Taraneh, 2013. "A mixed integer non-linear programming model for tactical value chain optimization of a wood biomass power plant," Applied Energy, Elsevier, vol. 104(C), pages 353-361.
    24. Kieffer, Matthew & Brown, Tristan & Brown, Robert C., 2016. "Flex fuel polygeneration: Integrating renewable natural gas into Fischer–Tropsch synthesis," Applied Energy, Elsevier, vol. 170(C), pages 208-218.
    25. William J. Baumol & Philip Wolfe, 1958. "A Warehouse-Location Problem," Operations Research, INFORMS, vol. 6(2), pages 252-263, April.
    26. Rentizelas, Athanasios A. & Li, Jun, 2016. "Techno-economic and carbon emissions analysis of biomass torrefaction downstream in international bioenergy supply chains for co-firing," Energy, Elsevier, vol. 114(C), pages 129-142.
    27. Mauro, Caterina & Rentizelas, Athanasios A. & Chinese, Damiana, 2018. "International vs. domestic bioenergy supply chains for co-firing plants: The role of pre-treatment technologies," Renewable Energy, Elsevier, vol. 119(C), pages 712-730.
    28. Lim, Chun Hsion & Lam, Hon Loong, 2016. "Biomass supply chain optimisation via novel Biomass Element Life Cycle Analysis (BELCA)," Applied Energy, Elsevier, vol. 161(C), pages 733-745.
    29. Laporte, Gilbert, 1992. "The vehicle routing problem: An overview of exact and approximate algorithms," European Journal of Operational Research, Elsevier, vol. 59(3), pages 345-358, June.
    30. Vondra, Marek & Touš, Michal & Teng, Sin Yong, 2019. "Digestate Evaporation Treatment in Biogas Plants: A Techno-economic Assessment by Monte Carlo, Neural Networks and Decision Trees," MPRA Paper 95770, University Library of Munich, Germany.
    31. Lin, Jiefeng & Gaustad, Gabrielle & Trabold, Thomas A., 2013. "Profit and policy implications of producing biodiesel–ethanol–diesel fuel blends to specification," Applied Energy, Elsevier, vol. 104(C), pages 936-944.
    32. Ahmad, Fiaz & Silva, Edson Luiz & Varesche, Maria Bernadete Amâncio, 2018. "Hydrothermal processing of biomass for anaerobic digestion – A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 98(C), pages 108-124.
    33. Ravindra K. Ahuja & Arvind Kumar & Krishna C. Jha & James B. Orlin, 2007. "Exact and Heuristic Algorithms for the Weapon-Target Assignment Problem," Operations Research, INFORMS, vol. 55(6), pages 1136-1146, December.
    34. Gui, M.M. & Lee, K.T. & Bhatia, S., 2008. "Feasibility of edible oil vs. non-edible oil vs. waste edible oil as biodiesel feedstock," Energy, Elsevier, vol. 33(11), pages 1646-1653.
    35. Cambero, Claudia & Sowlati, Taraneh, 2014. "Assessment and optimization of forest biomass supply chains from economic, social and environmental perspectives – A review of literature," Renewable and Sustainable Energy Reviews, Elsevier, vol. 36(C), pages 62-73.
    36. Hu, Hao & Lin, Tao & Wang, Shaowen & Rodriguez, Luis F., 2017. "A cyberGIS approach to uncertainty and sensitivity analysis in biomass supply chain optimization," Applied Energy, Elsevier, vol. 203(C), pages 26-40.
    37. Herath, N. & Tyner, W.E., 2019. "Intended and unintended consequences of US renewable energy policies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 115(C).
    38. Zakaria, A. & Ismail, Firas B. & Lipu, M.S. Hossain & Hannan, M.A., 2020. "Uncertainty models for stochastic optimization in renewable energy applications," Renewable Energy, Elsevier, vol. 145(C), pages 1543-1571.
    39. Nagurney, Anna & Dong, June & Zhang, Ding, 2002. "A supply chain network equilibrium model," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 38(5), pages 281-303, September.
    40. Khatiwada, Dilip & Leduc, Sylvain & Silveira, Semida & McCallum, Ian, 2016. "Optimizing ethanol and bioelectricity production in sugarcane biorefineries in Brazil," Renewable Energy, Elsevier, vol. 85(C), pages 371-386.
    41. Michael Ostrovsky, 2008. "Stability in Supply Chain Networks," American Economic Review, American Economic Association, vol. 98(3), pages 897-923, June.
    42. George Baryannis & Sahar Validi & Samir Dani & Grigoris Antoniou, 2019. "Supply chain risk management and artificial intelligence: state of the art and future research directions," International Journal of Production Research, Taylor & Francis Journals, vol. 57(7), pages 2179-2202, April.
    43. An, Heungjo, 2019. "Optimal daily scheduling of mobile machines to transport cellulosic biomass from satellite storage locations to a bioenergy plant," Applied Energy, Elsevier, vol. 236(C), pages 231-243.
    44. Singlitico, Alessandro & Kilgallon, Ian & Goggins, Jamie & Monaghan, Rory F.D., 2019. "GIS-based techno-economic optimisation of a regional supply chain for large-scale deployment of bio-SNG in a natural gas network," Applied Energy, Elsevier, vol. 250(C), pages 1036-1052.
    45. Basheer M. Khumawala, 1972. "An Efficient Branch and Bound Algorithm for the Warehouse Location Problem," Management Science, INFORMS, vol. 18(12), pages 718-731, August.
    46. Ogryczak, Wlodzimierz & Studzinski, Krzysztof & Zorychta, Krystian, 1989. "A solver for the multi-objective transshipment problem with facility location," European Journal of Operational Research, Elsevier, vol. 43(1), pages 53-64, November.
    47. Yang, Jie & Wang, Jinjun & Wong, Christina W.Y. & Lai, Kee-Hung, 2008. "Relational stability and alliance performance in supply chain," Omega, Elsevier, vol. 36(4), pages 600-608, August.
    48. Hazen, Benjamin T. & Boone, Christopher A. & Ezell, Jeremy D. & Jones-Farmer, L. Allison, 2014. "Data quality for data science, predictive analytics, and big data in supply chain management: An introduction to the problem and suggestions for research and applications," International Journal of Production Economics, Elsevier, vol. 154(C), pages 72-80.
    49. 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.
    50. Mirkouei, Amin & Haapala, Karl R. & Sessions, John & Murthy, Ganti S., 2017. "A review and future directions in techno-economic modeling and optimization of upstream forest biomass to bio-oil supply chains," Renewable and Sustainable Energy Reviews, Elsevier, vol. 67(C), pages 15-35.
    51. Nasiri, Fuzhan & Zaccour, Georges, 2009. "An exploratory game-theoretic analysis of biomass electricity generation supply chain," Energy Policy, Elsevier, vol. 37(11), pages 4514-4522, November.
    52. Uslu, Ayla & Faaij, André P.C. & Bergman, P.C.A., 2008. "Pre-treatment technologies, and their effect on international bioenergy supply chain logistics. Techno-economic evaluation of torrefaction, fast pyrolysis and pelletisation," Energy, Elsevier, vol. 33(8), pages 1206-1223.
    53. Tatiana M. Pinho & João Paulo Coelho & Germano Veiga & A. Paulo Moreira & José Boaventura-Cunha, 2017. "A Multilayer Model Predictive Control Methodology Applied to a Biomass Supply Chain Operational Level," Complexity, Hindawi, vol. 2017, pages 1-10, July.
    54. Huang, Endai & Zhang, Xiaolei & Rodriguez, Luis & Khanna, Madhu & de Jong, Sierk & Ting, K.C. & Ying, Yibin & Lin, Tao, 2019. "Multi-objective optimization for sustainable renewable jet fuel production: A case study of corn stover based supply chain system in Midwestern U.S," Renewable and Sustainable Energy Reviews, Elsevier, vol. 115(C).
    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. Md Abu Helal & Nathaniel Anderson & Yu Wei & Matthew Thompson, 2023. "A Review of Biomass-to-Bioenergy Supply Chain Research Using Bibliometric Analysis and Visualization," Energies, MDPI, vol. 16(3), pages 1-32, January.
    2. Lo, Shirleen Lee Yuen & How, Bing Shen & Teng, Sin Yong & Lam, Hon Loong & Lim, Chun Hsion & Rhamdhani, Muhammad Akbar & Sunarso, Jaka, 2021. "Stochastic techno-economic evaluation model for biomass supply chain: A biomass gasification case study with supply chain uncertainties," Renewable and Sustainable Energy Reviews, Elsevier, vol. 152(C).
    3. Pin, Lantos A. & Pennink, Bartjan J.W. & Balsters, Herman & Sianipar, Corinthias P.M., 2021. "Technological appropriateness of biomass production in rural settings: Addressing water hyacinths (E. crassipes) problem in Lake Tondano, Indonesia," Technology in Society, Elsevier, vol. 66(C).
    4. Melendez, Jesus R. & Mátyás, Bence & Hena, Sufia & Lowy, Daniel A. & El Salous, Ahmed, 2022. "Perspectives in the production of bioethanol: A review of sustainable methods, technologies, and bioprocesses," Renewable and Sustainable Energy Reviews, Elsevier, vol. 160(C).
    5. Lim, Juin Yau & Teng, Sin Yong & How, Bing Shen & Nam, KiJeon & Heo, SungKu & Máša, Vítězslav & Stehlík, Petr & Yoo, Chang Kyoo, 2022. "From microalgae to bioenergy: Identifying optimally integrated biorefinery pathways and harvest scheduling under uncertainties in predicted climate," Renewable and Sustainable Energy Reviews, Elsevier, vol. 168(C).
    6. Suzan Abdelhady & Mohamed A. Shalaby & Ahmed Shaban, 2021. "Techno-Economic Analysis for the Optimal Design of a National Network of Agro-Energy Biomass Power Plants in Egypt," Energies, MDPI, vol. 14(11), pages 1-26, May.
    7. Biljana Kulisic & Bruno Gagnon & Jörg Schweinle & Sam Van Holsbeeck & Mark Brown & Jurica Simurina & Ioannis Dimitriou & Heather McDonald, 2021. "The Contributions of Biomass Supply for Bioenergy in the Post-COVID-19 Recovery," Energies, MDPI, vol. 14(24), pages 1-31, December.
    8. Elias Martinez-Hernandez & Myriam A. Amezcua-Allieri & Jorge Aburto, 2021. "Assessing the Cost of Biomass and Bioenergy Production in Agroindustrial Processes," Energies, MDPI, vol. 14(14), pages 1-17, July.
    9. Fernández-Puratich, Harald & Rebolledo-Leiva, Ricardo & Hernández, Diógenes & Gómez-Lagos, Javier E. & Armengot-Carbo, Bruno & Oliver-Villanueva, José Vicente, 2021. "Bi-objective optimization of multiple agro-industrial wastes supply to a cogeneration system promoting local circular bioeconomy," Applied Energy, Elsevier, vol. 300(C).
    10. Marzieh Bagheri & Marcus Öhman & Elisabeth Wetterlund, 2022. "Techno-Economic Analysis of Scenarios on Energy and Phosphorus Recovery from Mono- and Co-Combustion of Municipal Sewage Sludge," Sustainability, MDPI, vol. 14(5), pages 1-25, February.
    11. Rajabzadeh, Hamed & Babazadeh, Reza, 2022. "A game-theoretic approach for power pricing in a resilient supply chain considering a dual channel biorefining structure and the hybrid power plant," Renewable Energy, Elsevier, vol. 198(C), pages 1082-1094.
    12. Gao, Chengkang & Zhu, Sulong & An, Nan & Na, Hongming & You, Huan & Gao, Chengbo, 2021. "Comprehensive comparison of multiple renewable power generation methods: A combination analysis of life cycle assessment and ecological footprint," Renewable and Sustainable Energy Reviews, Elsevier, vol. 147(C).
    13. Guo, Jian-Xin & Tan, Xianchun & Gu, Baihe & Zhu, Kaiwei, 2022. "Integration of supply chain management of hybrid biomass power plant with carbon capture and storage operation," Renewable Energy, Elsevier, vol. 190(C), pages 1055-1065.
    14. Chen, Heng & Wang, Yihan & Li, Jiarui & Xu, Gang & Lei, Jing & Liu, Tong, 2022. "Thermodynamic analysis and economic assessment of an improved geothermal power system integrated with a biomass-fired cogeneration plant," Energy, Elsevier, vol. 240(C).
    15. Nugroho, Yohanes Kristianto & Zhu, Liandong & Heavey, Cathal, 2022. "Building an agent-based techno-economic assessment coupled with life cycle assessment of biomass to methanol supply chains," Applied Energy, Elsevier, vol. 309(C).

    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. 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.
    2. Olli-Jussi Korpinen & Mika Aalto & Raghu KC & Timo Tokola & Tapio Ranta, 2023. "Utilisation of Spatial Data in Energy Biomass Supply Chain Research—A Review," Energies, MDPI, vol. 16(2), pages 1-23, January.
    3. Cambero, Claudia & Sowlati, Taraneh, 2014. "Assessment and optimization of forest biomass supply chains from economic, social and environmental perspectives – A review of literature," Renewable and Sustainable Energy Reviews, Elsevier, vol. 36(C), pages 62-73.
    4. Mirkouei, Amin & Haapala, Karl R. & Sessions, John & Murthy, Ganti S., 2017. "A review and future directions in techno-economic modeling and optimization of upstream forest biomass to bio-oil supply chains," Renewable and Sustainable Energy Reviews, Elsevier, vol. 67(C), pages 15-35.
    5. 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.
    6. 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.
    7. Lo, Shirleen Lee Yuen & How, Bing Shen & Teng, Sin Yong & Lam, Hon Loong & Lim, Chun Hsion & Rhamdhani, Muhammad Akbar & Sunarso, Jaka, 2021. "Stochastic techno-economic evaluation model for biomass supply chain: A biomass gasification case study with supply chain uncertainties," Renewable and Sustainable Energy Reviews, Elsevier, vol. 152(C).
    8. 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.
    9. Palander, Teijo & Haavikko, Hanna & Kärhä, Kalle, 2018. "Towards sustainable wood procurement in forest industry – The energy efficiency of larger and heavier vehicles in Finland," Renewable and Sustainable Energy Reviews, Elsevier, vol. 96(C), pages 100-118.
    10. Saghaei, Mahsa & Ghaderi, Hadi & Soleimani, Hamed, 2020. "Design and optimization of biomass electricity supply chain with uncertainty in material quality, availability and market demand," Energy, Elsevier, vol. 197(C).
    11. Suckling, Ian D. & de Miguel Mercader, Ferran & Monge, Juan J. & Wakelin, Steve J. & Hall, Peter W. & Bennett, Paul J. & Höck, Barbara & Samsatli, Nouri J. & Samsatli, Sheila & Fahmy, Muthasim, 2022. "Best options for large-scale production of liquid biofuels by value chain modelling: A New Zealand case study," Applied Energy, Elsevier, vol. 323(C).
    12. Martinez-Valencia, Lina & Garcia-Perez, Manuel & Wolcott, Michael P., 2021. "Supply chain configuration of sustainable aviation fuel: Review, challenges, and pathways for including environmental and social benefits," Renewable and Sustainable Energy Reviews, Elsevier, vol. 152(C).
    13. Mirkouei, Amin & Haapala, Karl R. & Sessions, John & Murthy, Ganti S., 2017. "A mixed biomass-based energy supply chain for enhancing economic and environmental sustainability benefits: A multi-criteria decision making framework," Applied Energy, Elsevier, vol. 206(C), pages 1088-1101.
    14. Lim, Chun Hsion & Lam, Hon Loong & Ng, Wendy Pei Qin, 2018. "A novel HAZOP approach for literature review on biomass supply chain optimisation model," Energy, Elsevier, vol. 146(C), pages 13-25.
    15. Deboni, Tamires Liza & Simioni, Flávio José & Brand, Martha Andreia & Costa, Valdeci José, 2019. "Models for estimating the price of forest biomass used as an energy source: A Brazilian case," Energy Policy, Elsevier, vol. 127(C), pages 382-391.
    16. Espinoza Pérez, Andrea Teresa & Camargo, Mauricio & Narváez Rincón, Paulo César & Alfaro Marchant, Miguel, 2017. "Key challenges and requirements for sustainable and industrialized biorefinery supply chain design and management: A bibliographic analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 350-359.
    17. Tatiana M. Pinho & João Paulo Coelho & Germano Veiga & A. Paulo Moreira & José Boaventura-Cunha, 2017. "A Multilayer Model Predictive Control Methodology Applied to a Biomass Supply Chain Operational Level," Complexity, Hindawi, vol. 2017, pages 1-10, July.
    18. 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.
    19. Sarker, Bhaba R. & Wu, Bingqing & Paudel, Krishna P., 2019. "Modeling and optimization of a supply chain of renewable biomass and biogas: Processing plant location," Applied Energy, Elsevier, vol. 239(C), pages 343-355.
    20. Harahap, Fumi & Leduc, Sylvain & Mesfun, Sennai & Khatiwada, Dilip & Kraxner, Florian & Silveira, Semida, 2020. "Meeting the bioenergy targets from palm oil based biorefineries: An optimal configuration in Indonesia," Applied Energy, Elsevier, vol. 278(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:rensus:v:135:y:2021:i:c:s136403212030455x. 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.elsevier.com/wps/find/journaldescription.cws_home/600126/description#description .

    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.