TY - JOUR
T1 - A multi-stage stochastic program for the sustainable design of biofuel supply chain networks under biomass supply uncertainty and disruption risk
T2 - A real-life case study
AU - Fattahi, Mohammad
AU - Govindan, Kannan
PY - 2018/10/1
Y1 - 2018/10/1
N2 - 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.
AB - 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.
KW - Biofuel supply chain
KW - Disruption risk
KW - Multi-stage stochastic programming
KW - Rolling horizon simulation
KW - Scenario tree construction
KW - Sustainable development
U2 - 10.1016/j.tre.2018.08.008
DO - 10.1016/j.tre.2018.08.008
M3 - Journal article
AN - SCOPUS:85053378310
SN - 1366-5545
VL - 118
SP - 534
EP - 567
JO - Transportation Research Part E: Logistics and Transportation Review
JF - Transportation Research Part E: Logistics and Transportation Review
ER -