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Optimization of Detailed Schedule for a Multiproduct Pipeline Using a Simulated Annealing Algorithm and Heuristic Rules

摘要:This paper addresses the optimization of delivery/injection plans of intermediate stations along a unidirectional multiproduct pipeline. A mixed-integer linear programming (MILP) model is developed to minimize pump rate variations in every pipeline segment along the pipeline during a specific scheduling horizon. Given the problem complexity, a computational framework is proposed consisting of three main stages: initial solution finding, solution improvement based on a simulated annealing (SA) meta heuristic, and solution refinement based on tailor-made heuristics. The algorithm for making an initial solution is based on a so-called space recursive method that the delivery/injection schedule of every intermediate station is gradually generated from upstream to downstream segments. The algorithm for generating a new solution by SA consists of three steps: selecting an intermediate station, choosing a batch passing by the selected station, and adjusting the selected operation. For improving the quality of solutions given by SA, the solutions are further fine-tuned based on a heuristic rule on the proper relay of delivery/injection operations carried out by different intermediate stations. Finally, the model and its algorithms are tested and analyzed using historical monthly plans' of two multiproduct pipelines.

关键字:REFINED PRODUCTS PIPELINES SYSTEM MODEL OPERATIONS SEARCH

ISSN号:0888-5885

卷、期、页:卷: 56 期: 17 页: 5092-5106

发表日期:2017-05-03

期刊分区(SCI为中科院分区):二区

收录情况:SCI(科学引文索引印刷版),ESI(基本科学指标数据库),SCIE(科学引文索引网络版)

发表期刊名称:INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

参与作者:王大鹏,Song, Baoqiang

通讯作者:陈海宏,刁逢,王莉

第一作者:刁逢,左丽丽

论文类型:期刊论文

论文概要:陈海宏,刁逢,左丽丽,刁逢,王莉,王大鹏,Song, Baoqiang,Optimization of Detailed Schedule for a Multiproduct Pipeline Using a Simulated Annealing Algorithm and Heuristic Rules,INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH,2017,卷: 56 期: 17 页: 5092-5106

论文题目:Optimization of Detailed Schedule for a Multiproduct Pipeline Using a Simulated Annealing Algorithm and Heuristic Rules

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