Hierarchical Approach to Integrated Planning of Industrial Gas Supply Chains

被引:7
作者
Lee, Yena [1 ]
Carrero-Parreno, Alba [1 ]
Ramaswamy, Sivaraman [2 ]
Pinto, Jose M. [2 ]
Papageorgiou, Lazaros G. [1 ]
机构
[1] UCL Univ Coll London, Ctr Proc Syst Engn, Dept Chem Engn, London WC1E 7JE, England
[2] Linde Plc, Linde Digital, Danbury, CT 06810 USA
基金
英国工程与自然科学研究理事会;
关键词
DECOMPOSITION; MODEL; COORDINATION; OPTIMIZATION;
D O I
10.1021/acs.iecr.0c06289
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
In this article, an optimization-based framework is proposed for integrated production and distribution planning of industrial gas supply chains. The main goal is to minimize the overall cost, which is composed of raw material, product sourced from external suppliers, production, truck, and rail-car costs, while satisfying customer demands. The overall problem is formulated as a mixed-integer linear programming (MILP) model while a two-phase hierarchical solution strategy is developed to solve the resulting optimization problem efficiently. The first phase relies on truck scheduling decisions being relaxed, whereas the second phase solves the original model at reduced space by fixing product allocation as determined by phase one. Finally, an industrial-size case study is used to illustrate the applicability and efficiency of the proposed optimization framework.
引用
收藏
页码:5207 / 5219
页数:13
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