Multi-objective inexact optimization of the biomass supply chain from an energy-land-carbon nexus perspective

IF 8 Q1 ENERGY & FUELS
Zhanxiang Fang , Mengmeng Wang , Ling Ji , Yulei Xie , Jiliang Zhen
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引用次数: 0

Abstract

It is attractive and advantageous to utilize marginal land to support regional biomass energy development and improve energy security. In this study, an integrated and comprehensive decision-making framework is proposed to support the strategic planning and tactical management of regional biomass supply networks from an energy-land-carbon nexus perspective. It combines a multi-objective fuzzy chance-constraint programming model with spatial analysis of marginal land and multi-criteria assessment of biorefinery sites. The model is verified through a case study of a major agricultural region, Shandong Province in China. Local agricultural residues remain a key feedstock for bioethanol production. The results highlight the importance of considering the multi-objective tradeoffs and the intricate resource and environmental nexus for stakeholders to achieve sustainability in real practice. A cost-minimization objective drives the construction of large-scale biomass plants to enhance efficiency. An emissions-minimization goal favors smaller, decentralized plants to reduce transport distances and improve local land use. Maximizing social welfare promotes marginal land development, creating more employment opportunities. Decision-makers' management goals, risk preferences, and external fluctuations significantly influence the spatial planning of bioethanol supply chains, marginal land utilization, and operational strategies. Overall, the proposed methodology offers decision-makers an effective tool for achieving optimal decisions while accounting for complex system interdependencies, conflicting objectives, and uncertainties.
能源-土地-碳关系视角下生物质供应链的多目标不精确优化
利用边际土地支持区域生物质能发展,提高能源安全水平具有吸引力和优势。本研究从能源-土地-碳关系的角度,提出了一个综合的决策框架,以支持区域生物质供应网络的战略规划和战术管理。该方法将多目标模糊机会约束规划模型与边际用地空间分析和生物炼制场地多准则评价相结合。以中国农业大区山东省为例,对该模型进行了验证。当地农业残留物仍然是生物乙醇生产的关键原料。研究结果强调了在实际实践中考虑多目标权衡和复杂的资源和环境关系对利益相关者实现可持续发展的重要性。成本最小化的目标推动了大型生物质工厂的建设,以提高效率。排放最小化的目标倾向于较小的、分散的工厂,以减少运输距离并改善当地的土地利用。社会福利最大化促进边际土地开发,创造更多就业机会。决策者的管理目标、风险偏好和外部波动显著影响生物乙醇供应链的空间规划、边际土地利用和运营策略。总的来说,所提出的方法为决策者提供了一种有效的工具,可以在考虑复杂系统的相互依赖性、相互冲突的目标和不确定性的同时实现最佳决策。
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来源期刊
Energy nexus
Energy nexus Energy (General), Ecological Modelling, Renewable Energy, Sustainability and the Environment, Water Science and Technology, Agricultural and Biological Sciences (General)
CiteScore
7.70
自引率
0.00%
发文量
0
审稿时长
109 days
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