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首页> 外文期刊>Proceedings of the Workshop on Principles of Advanced and Distributed Simulation >A SIMULATION APPROACH TO ESTIMATE THE VALUE OF INFORMATION IN MARITIME SUPPLY CHAINS
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A SIMULATION APPROACH TO ESTIMATE THE VALUE OF INFORMATION IN MARITIME SUPPLY CHAINS

机译:一种估计海事供应链中信息价值的模拟方法

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摘要

With the rapid increase in global trade and introduction of new security measures, maritime supply chain costs have increased and so has the need for business intelligence in improving maritime shipping operations. We develop a seaport operations model that simulates the decision making process associated with scheduling and processing of ships with the objective of evaluating the value of Geographical Information System (GIS) information. We consider two scenarios: (1) A traditional model where there is no GIS information on future ship arrivals; and (2) An information-rich model in which the arrival time of the next ship is known. We propose look-ahead based heuristics for the resulting optimization problems, determine the value of information (VOI), and tabulate how VOI varies as a function of the various operational parameters. Adding such operational intelligence to shipping operations improves the performance by as much as 60% (and by 15% on average) and reduces the costs without expanding the physical footprint of the seaport.
机译:随着全球贸易的迅速增长和新安全措施的出台,海上供应链成本增加了,因此需要商业智能来改善海上运输业务。我们开发了一个海港运营模型,该模型可模拟与船舶的调度和处理相关的决策过程,目的是评估地理信息系统(GIS)信息的价值。我们考虑两种情况:(1)一种传统模型,其中没有关于未来船舶到达的GIS信息; (2)信息丰富的模型,其中已知下一艘船的到达时间。我们提出了针对结果优化问题的基于前瞻性的启发式方法,确定信息(VOI)的值,并列出VOI如何随各种操作参数而变化。在船运业务中添加此类运营情报可将性能提高多达60%(平均提高15%),并在不扩大海港实际占地面积的情况下降低了成本。

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