Multi-period stochastic optimization of a sustainable multi-feedstock second generation bioethanol supply chain A logistic case study in Midwestern United States

被引:87
|
作者
Osmani, Atif [1 ]
Zhang, Jun [2 ]
机构
[1] Minnesota State Univ, Paseka Sch Business, 1104 7th Ave South, Moorhead, MN 56563 USA
[2] Calif Baptist Univ, Gordon & Jill Bourns Coll Engn, 8432 Magnolia Ave, Riverside, CA 92504 USA
关键词
Land use; Biomass-to-biofuel conversion; Logistic network; Multi-period supply chain planning; Stochastic mixed integer linear; programming (SMILP); sustainability; EPSILON-CONSTRAINT METHOD; LIFE-CYCLE; MULTIOBJECTIVE OPTIMIZATION; LEXICOGRAPHIC OPTIMIZATION; BIOMASS PRODUCTION; STRATEGIC DESIGN; NETWORK DESIGN; MODEL; BIOFUEL; TRANSPORTATION;
D O I
10.1016/j.landusepol.2016.10.028
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This work proposes a multi-objective optimization model to design a sustainable multi-period second generation biomass-to-bioethanol supply chain under multiple uncertainties. The objective is to simultaneously maximize the economic, environmental, and social performance. The strategic decisions such as land allocation for switchgrass cultivation, biorefinery locations and capacities, and the biomass-tobioethanol conversion pathway are determined for each planning period which are staggered across the entire planning horizon. The augmented 8-constraint method is used to trade-off among the competing objectives and to obtain feasible solutions that achieve desired levels of sustainability. In order to solve the proposed stochastic optimization model efficiently and effectively, this work proposes a solution approach involving sequential application of a modified Sample Average Approximation method and Benders decomposition. A case study is presented to demonstrate the effectiveness of the proposed mathematical model and its impact on land usage and sustainability. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:420 / 450
页数:31
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