Article Dans Une Revue The Journal of Modern Project Management Année : 2022

A Port Digital Twin Model for Operational Uncertainty Management

Résumé

Lacking information challenges the management of portoperational uncertainty in estimating the situation to support a decision onreactivity planning. This paper applies Digital Twin (DT) to model a replicatedvirtual port operation from a real-world port of Thailand. The proposed DTmodel offers a tool to accelerate generating data of the port operation withconfigurable uncertainty. The model is validated by using generated datafrom the DT model compared with the real-world data. The result shows thatthe DT model produces the same behaviour as the real-world system. Anoutcome of this paper is a DT model eligible to generate port operation datafor later application with machine learning to predict the port capacity underuncertainty to support reactivity planning.
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Dates et versions

hal-03579344 , version 1 (14-01-2025)

Identifiants

  • HAL Id : hal-03579344 , version 1

Citer

Siraprapa Wattanakul, Sébastien Henry, Reeveerakul Napaporn, Yacine Ouzrout. A Port Digital Twin Model for Operational Uncertainty Management. The Journal of Modern Project Management, 2022, 9 (3). ⟨hal-03579344⟩
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