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  4. A digital twin approach to enhancing the reliability of inland waterway transport via water-level forecasting and port call coordination
 
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2026
Journal Article
Title

A digital twin approach to enhancing the reliability of inland waterway transport via water-level forecasting and port call coordination

Abstract
Digital Twin (DT) technology is emerging as a transformative tool in inland waterway transport, enhancing operational reliability and efficiency. This paper explores the application of DTs in predicting water levels and optimizing transport infrastructure, based on the experience of the European Union’s CRISTAL project. The study highlights challenges such as data availability constraints and the need for continuous monitoring. By leveraging real-time data, historical records, and machine learning, DTs provide predictive analytics that improve navigability, reduce maintenance costs, and enhance decision-making for port operations. Key functionalities of DTs in Inland Waterway Transport (IWT) include real-time condition monitoring, advanced forecasting capabilities, and early warning systems. The findings demonstrate that DT implementation leads to increased resilience, sustainability, and efficiency in inland navigation. The study concludes that while DTs offer significant advantages, further improvements in data granularity and interoperability are necessary to maximize their potential in the maritime transport sector.
Author(s)
Czermański, Ernest
Uniwersytet Gdański
Oniszczuk-Jastrząbek, Aneta
Uniwersytet Gdański
Jankiewicz, Jakub
Uniwersytet Gdański
Märtens, Tammo
Fraunhofer-Institut für Materialfluss und Logistik IML  
Krämer, Björn  
Fraunhofer-Institut für Materialfluss und Logistik IML  
Ehsanfar, Ebrahim
Fraunhofer-Institut für Materialfluss und Logistik IML  
Journal
Maritime economics & logistics  
Open Access
File(s)
Download (1.18 MB)
Rights
CC BY-NC-ND 4.0: Creative Commons Attribution-NonCommercial-NoDerivatives
DOI
10.1057/s41278-026-00352-9
10.24406/publica-8255
Additional link
Full text
Language
English
Fraunhofer-Institut für Materialfluss und Logistik IML  
Keyword(s)
  • Digital twins

  • DT

  • Inland navigation

  • IWT

  • Port efficiency

  • Water level prediction

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