Critical Review: Strategic Supply and Transportation Planning of a Supply Chain for Agricultural Biomass to Hydrogen and Syngas
Keywords:
critical review, method, biomass, supply chain, transportationAbstract
In the evolving landscape of renewable energy, the management of agricultural biomass supply chains has emerged as a critical success factor for sustainable fuel production, this article presents a critical review of the research conducted by Nugroho and Zhu (2024) regarding the strategic supply and transportation planning of an agricultural biomass supply chain for hydrogen and syngas production. The primary study addresses a significant gap in renewable energy management by proposing a bi-level optimization framework that utilizes Stackelberg game concepts to model non-cooperative interactions between biofuel producers and biomass suppliers. The review identifies several methodological strengths, including the integration of process-level material balances with supply chain decisions and the use of mixed-integer nonlinear programming (MINLP) to handle realistic cost components like holding and production costs. However, the analysis also highlights critical limitations, such as restrictive behavioral assumptions regarding risk neutrality and perfect information, which may not reflect real-world opportunistic conduct. Furthermore, the generalizability of the findings is constrained by a narrow focus on an Indonesian case study and a dual-sourcing strategy that may face scalability issues in larger regional networks. Ultimately, while the reviewed work is deemed an incremental rather than landmark contribution, it offers valuable structured recommendations for practitioners and project developers building biomass supply chains in agricultural regions.
References
Anh, L. (2024). AI Chatbots in English Language Learning: A Critical Review. Journal of Knowledge Learning and Science Technology ISSN: 2959-6386 (Online), 3, 185–195. https://doi.org/10.60087/jklst.vol3.n2.p195
Bai, Y., Ouyang, Y., & Pang, J. S. (2012). Biofuel Supply Chain Design Under Competitive Agricultural Land Use and Feedstock Market Equilibrium. Energy Economics, 34(5), 1623–1633. https://doi.org/10.1016/J.ENECO.2012.01.003
Franzke, S., Wu, J., Froese, F. J., & Chan, Z. X. (2022). Female Entrepreneurship in Asia: a Critical Review And Future Directions. Asian Business and Management, 21(3), 343–372. https://doi.org/10.1057/s41291-022-00186-2
Gan, C. L., Chung, M.-H., & Huang, C.-Y. (2026). Silicon Photonics Packaging for AI Datacenters: Technical Challenges, Reliability Requirements and Future Directions – A Critical Review. Microelectronics International, 1–12. https://doi.org/10.1108/MI-12-2025-0262
Henry, A., & Liu, M. (2026). In Search of a “big idea”: A Critical Review of The Function of Comparison Processes in Language Learning Psychology. In System (Vol. 137). Elsevier Ltd. https://doi.org/10.1016/j.system.2025.103923
Hong, B. H., How, B. S., & Lam, H. L. (2016). Overview Of Sustainable Biomass Supply Chain: from Concept to Modelling. Clean Technologies and Environmental Policy, 18(7). https://doi.org/10.1007/s10098-016-1155-6
Karmakar, S., Ghosh, S., & Dauji, S. (2026). Sampling Schemes for Non-Destructive and Partially Destructive Tests on Existing Concrete Structures: A critical review. Journal of Building Engineering, 117, 114918. https://doi.org/10.1016/J.JOBE.2025.114918
Liang, H., Ren, J., Gao, Z., Gao, S., Luo, X., Dong, L., & Scipioni, A. (2016). Identification Of Critical Success Factors For Sustainable Development Of Biofuel Industry in China Based on Grey Decision-Making Trial And Evaluation Laboratory (DEMATEL). Journal of Cleaner Production, 131. https://doi.org/10.1016/j.jclepro.2016.04.151
Mêda, P., Calvetti, D., Corvacho, H., Hjelseth, E., & Sousa, H. (2026). European Sustainable Built Environment Vision Framework: Critical Review And Expansion. Smart and Sustainable Built Environment, 1–25. https://doi.org/10.1108/SASBE-09-2025-0585
Norman, G. J., Morgan, E., Raja, S., & Berntson, G. G. (2025). Wearable ANS Monitoring In Real Life: A Critical Review of Context-Sensitive Interpretation and Implications for Psychophysiology. Autonomic Neuroscience, 103364. https://doi.org/10.1016/J.AUTNEU.2025.103364
Nugroho, Y. K., & Zhu, L. (2019). Platforms Planning And Process Optimization for Biofuels Supply Chain. Renewable Energy, 140, 563–579. https://doi.org/10.1016/J.RENENE.2019.03.072
Nugroho, Y. K., & Zhu, L. (2024). Strategic supply and transportation planning of a supply chain for agricultural biomass to hydrogen and syngas. Computers and Industrial Engineering, 197. https://doi.org/10.1016/j.cie.2024.110640
You, F., Grossmann, I. E., & Wassick, J. M. (2011). Multisite Capacity, Production, and Distribution Planning with Reactor Modifications: MILP Model, Bilevel Decomposition Algorithm versus Lagrangean Decomposition Scheme. Industrial & Engineering Chemistry Research, 50(9), 4831–4849. https://doi.org/10.1021/ie100559y
Yue, D., & You, F. (2014). Game-Theoretic Modeling And Optimization Of Multi-Echelon Supply Chain Design And Operation Under Stackelberg Game And Market Equilibrium. Computers & Chemical Engineering, 71, 347–361. https://doi.org/10.1016/J.COMPCHEMENG.2014.08.010
Yue, D., You, F., & Snyder, S. W. (2014). Biomass-To-Bioenergy And Biofuel Supply Chain Optimization: Overview, Key Issues And Challenges. Computers & Chemical Engineering, 66, 36–56. https://doi.org/10.1016/J.COMPCHEMENG.2013.11.016
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Copyright (c) 2026 Bhenu Artha, Ascasaputra Aditya, Antonius Satria Hadi, Bahri Bahri, Niken Permata Sari, Utami Tunjung Sari, Cahya Purnama Asri, Rhamadinna Fatimah
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