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Optimally Locating Biorefineries: A GIS-Based Mixed Integer Linear Programming Approach

机译:最佳定位生物炼油厂:一种基于GIS的混合整数线性规划方法

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Biofuels have recently attracted enormous attention from researcher in various disciplines. Mostexisting studies are focused on the biofuel production process to reduce production cost andimprove efficiency. Although the cost of transporting bulky and unrefined biomass feedstock isalso very significant compared to the total cost for producing biofuels, much less attention hasbeen given to research on reducing the biomass transportation cost. This study is aimed todevelop a GIS-based decision support tool for finding the best biorefinery locations to minimizethe biomass transportation cost. The developed GIS tool first obtains reliable biomassdistribution data from remote sensing images. Based on the biomass distribution data and otherinformation such as transportation network, a mixed integer linear programming model isdeveloped and integrated into the GIS tool to find the optimal locations of biorefineries. Thedeveloped GIS tool is applied to a case study in South Carolina using switchgrass as the biomassfeedstock. The GIS-based framework established in the study not only provides a practical toolto inform decision-making but also serves as a versatile prototype to guide future researchendeavors in biorefinery location selection and biomass transportation cost analysis.
机译:最近,生物燃料引起了各个领域研究人员的极大关注。最多 现有研究集中在生物燃料生产工艺上,以降低生产成本和 提高效率。尽管运输庞大的和未精制的生物质原料的成本是 与生产生物燃料的总成本相比,这也非常重要,关注度却大大降低 进行了降低生物质运输成本的研究。这项研究旨在 开发基于GIS的决策支持工具,以寻找最佳的生物精炼厂位置,以最大程度地减少 生物质运输成本。开发的GIS工具首先获得可靠的生物量 从遥感图像中分发数据。基于生物量分布数据等 交通网络等信息,混合整数线性规划模型是 开发并集成到GIS工具中,以找到生物精炼厂的最佳位置。这 研发的GIS工具被应用于南卡罗莱纳州的一个案例研究,使用柳枝as作为生物量 原料。研究中建立的基于GIS的框架不仅提供了实用工具 不仅可以为决策提供信息,还可以作为指导未来研究的通用原型 努力进行生物精炼厂选址和生物质运输成本分析。

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