Digital Twin Model Development with Knowledge Graphs

With Senior Research Scientist Dumitru Roman, SINTEF AS

A digital twin is only as useful as the way its data is structured.

In this presentation, Dumitru Roman explores how knowledge graphs can provide a framework for organising ship performance data and turning complex datasets into a more coherent digital representation of a vessel.

The focus is on a high-level digital twin framework designed to represent not just an individual ship, but also the wider System of Systems (SoS) in which it operates.

You get an introduction to how knowledge graphs can connect information from different sources and create a structured foundation for digital twin models.

For engineers and maritime professionals, this is about moving from fragmented datasets towards connected digital models that can provide a better foundation for understanding and using ship performance data.