CREXDATA
Published March 29, 2024 | Version v1
Conference proceeding Open

GMSA: A Digital Twin Application for Maritime Route and Event Forecasting

Authors/Creators

  • 1. Kpler
  • 2. University of the Aegean
  • 3. ROR icon University of Piraeus

Description

Digital twins are increasingly valuable in sectors like maritime, energy, logistics and transportation. In the maritime industry, the complexity of monitoring vessel traffic, necessitates more sophisticated, data-driven approaches due to the high volume of vessels and intricate movement patterns. This paper introduces GMSA, a digital twin application for maritime route and event forecasting for the entire global fleet, utilizing the real-time AIS streaming service of Kpler (MarineTraffic), for maritime event detection, vessel route prediction and traffic state estimation. Through the combined views of the real-time event detection functions, the
vessel- and port-specific data driven models, and the visualization of historical aggregated vessel mobility metrics, the application creates a a multi-layer information system for efficient, proactive action planning and enhanced decision making for the end-user.

Files

paper-232.pdf

Files (2.6 MB)

Name Size Download all
md5:85c18365eb15aeda3456311164dd71d1
2.6 MB Preview Download

Additional details

Identifiers

ISSN
2367-2005
ISBN
978-3-89318-095-0

Funding

European Commission
CREXDATA - Critical Action Planning over Extreme-Scale Data 101092749
European Commission
VesselAI - ENABLING MARITIME DIGITALIZATION BY EXTREME-SCALE ANALYTICS, AI AND DIGITAL TWINS 957237