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Predictive digital twin for 3PL activity

Research output: Contribution to journalArticlepeer-review

Abstract

This article showcases a pilot implementation of the predictive digital twin (PDT) in 3PL warehouse management. Using 2D and 3D simulation models, the PDT was applied in an international 3PL company, following a procedure proposed for digital twins adoption. This PDT concept is built on logistic coordination and the role of digital twins in logistics operations. The solution’s architecture was adapted from a DT approach, and insights were gained from the pilot study. Despite limitations, the international 3PL company demonstrated its capability to implement PDT in outsourced warehouse services. However, the study focused on selected contract logistics processes and an international perspective, potentially differing for smaller, local logistics operators. This research contributes significantly to management sciences, highlighting PDT’s potential to revolutionise supply chain management, enhancing efficiency, process optimisation, and adaptability to market changes.

Original languageEnglish
Pages (from-to)163-190
Number of pages28
JournalInternational Journal of Logistics Systems and Management
Volume53
Issue number2
DOIs
Publication statusPublished - 2026

Keywords

  • 3PL
  • digital twin
  • logistics coordination
  • PDT
  • predictive digital twin
  • third-party logistics
  • warehousing

ASJC Scopus subject areas

  • Management Information Systems
  • Management Science and Operations Research
  • Information Systems and Management

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