综合战略和战术优化的动物废物来源的生物能源供应链

Kunal Kumar, Christian Clavijo López, Oscar Augusto Tellez Sanchez, A. Gupta, Olivier Péton, T. Yeung, Adrien Vanuxem
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引用次数: 5

摘要

最近开发了许多模型来优化与生物质相关的供应链。然而,以动物粪便为动力的生物能源供应链模型尚未受到太多关注。本文提出了一个混合整数线性规划模型,用于生物发电厂的供应商选择和采购计划。该模型集成了收集动物粪便的时间窗口约束和库存约束。我们表明,该模型是棘手的国家的最先进的商业求解器,并提出了一种基于自适应大邻域搜索(ALNS)框架的启发式方法。我们在法国中部的一个案例研究中展示了这种方法的有效性。
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Integrated strategic and tactical optimization of animal-waste sourced biopower supply chains
Many models have been recently developed for the optimization of biomass related supply chains. However, models for biopower supply chains powered by animal waste have not received much attention yet. In this paper, we propose a mixed integer linear programming model for supplier selection and procurement planning for a biopower plant. The model integrates time window constraints for the collection of animal waste as well as inventory constraints. We show that the model is intractable with a state-of-the art commercial solver and propose a heuristic approach based on the Adaptive Large Neighbourhood Search (ALNS) framework. We show the efficiency of this approach on a case study in central France.
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