A multi-stage stochastic program for the sustainable design of biofuel supply chain networks under biomass supply uncertainty and disruption risk: A real-life case study

被引:139
作者
Fattahi, Mohammad [1 ]
Govindan, Kannan [2 ]
机构
[1] Shahrood Univ Technol, Dept Ind Engn & Management, Shahrood, Iran
[2] Univ Southern Denmark, Dept Technol & Innovat, Ctr Sustainable Supply Chain Engn, Campusvej 55, Odense, Denmark
关键词
Biofuel supply chain; Sustainable development; Multi-stage stochastic programming; Disruption risk; Scenario tree construction; Rolling horizon simulation; FEEDSTOCK SEASONALITY; STRATEGIC DESIGN; OPTIMIZATION; ETHANOL; MANAGEMENT; SYSTEM; REFINERIES; REDUCTION; ROBUST;
D O I
10.1016/j.tre.2018.08.008
中图分类号
F [经济];
学科分类号
02 ;
摘要
We focus on design and planning of a biofuel supply chain (SC) network from biomass to demand centers where biomass supply is stochastic and seasonal, and facilities' capacity varies randomly because of possible disruptions. We propose a cost-efficient multi-stage stochastic program in which the greenhouse gas emissions are mitigated and the social impact of the SC is considered. A rolling horizon procedure is presented to implement and evaluate the stochastic model solution. Computational results on a real-life case study demonstrate the proposed optimization tools' applicability as well as the effect of disruption risk and sustainability dimensions on biofuel SC planning.
引用
收藏
页码:534 / 567
页数:34
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