共生生物乙醇供应链网络的联合设计和定价问题:模型与解决方法

Houssem Bouazizi , Maha Benali , Jean-Marc Frayret , Rim Larbi
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引用次数: 0

摘要

为应对气候变化,加拿大魁北克省制定了减少温室气体排放的目标,即减少化石燃料消耗,并在汽油和柴油中添加生物燃料。受实际案例研究的启发,本文提出了一种新颖的分布式决策模型,用于设计共生供应链网络和支持定价决策。考虑到 Stackelberg-Nash 平衡,分布式决策问题被表述为一种博弈论方法。提出了一个新颖的数学模型,以支持四个参与者的决策:玉米农场、加工仓库、养猪场和生物精炼厂。除了配置以生物燃料为基础的工业共生体外,该模型还可以设定生物质(农场提供的玉米秸秆)的收购价格和供应水平,以及确定主要产品(用于生产生物乙醇的纤维素糖)和副产品(出售给养猪户的猪饲料)的销售价格和生产水平。为解决大型设计问题实例带来的计算挑战,提出了一个由用户参与的三步优化流程。利用魁北克省的案例研究来评估所提出的解决方法的性能。
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Joint Design and Pricing Problem for Symbiotic Bioethanol Supply Chain Network: Model and Resolution Approach
To fight climate change, the Province of Quebec, Canada, has set targets to reduce greenhouse gas emissions by reducing fossil fuel consumption and integrating biofuel content into gasoline and diesel fuel. Motivated by a real-world case study, this paper presents a novel distributed decision model for designing a symbiotic supply chain network and supporting pricing decisions. A distributed decision-making problem is formulated as a game theoretic approach considering a Stackelberg–Nash equilibrium. A novel mathematical model is proposed to support the decisions of four actors: corn farms, processing depots, pig farms, and biorefineries. In addition to the configuration of a biofuel-based industrial symbiosis, the model offers the possibility of setting purchase prices and supply levels for biomass (corn stover supplied by farms), as well as determining sales prices and production levels for the main product (the cellulosic sugar used for the bioethanol production) and a coproduct (pig feed sold to pig farmers). A three-step optimization process involving the user is proposed to address the computational challenges posed by large design problem instances. The case study of the Province of Quebec is used to evaluate the performance of the proposed resolution approach.
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