Product-centric continuous-time formulation for pipeline scheduling

被引:41
|
作者
Castro, Pedro M. [1 ]
Mostafaei, Hossein [1 ,2 ]
机构
[1] Univ Lisbon, Fac Ciencias, Ctr Matemat Aplicacoes Fundamentais & Invest Oper, P-1749016 Lisbon, Portugal
[2] Azarbaijan Shahid Madani Univ, Dept Appl Math, Tabriz, Iran
关键词
Mathematical modeling; Optimization; Process operations; Computational logistics; OPTIMIZATION; FRAMEWORK; DISCRETE; SYSTEMS; MODEL; INTEGRATION; NETWORKS;
D O I
10.1016/j.compchemeng.2017.04.023
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Continuous-time scheduling models for multiproduct pipelines typically view the contents of a pipeline as a set of batches. It facilitates tracking batch coordinates but prevents rigorously enforcing forbidden product sequences when dealing with intermediate dual-purpose nodes. Such models require the initial characterization of the pipeline and total number of batches as inputs, decisions that can be non-trivial. To overcome these limitations, this paper presents a new mixed-integer linear programming (MILP) formulation for straight pipelines with a single tuning parameter, the number of event points in the grid. It is derived from Generalized Disjunctive Programming (GDP) followed by a convex hull reformulation. Compared to a product-centric formulation based on the Resource-Task Network (RTN), it is much simpler, smaller in size and can be up to two orders of magnitude faster. Comparison to its batch-centric counterpart is not as favorable, the highlight being an 8% improvement in makespan for a benchmark problem. (C) 2017 Elsevier Ltd. All rights reserved.
引用
收藏
页码:283 / 295
页数:13
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