Unlocking Infrastructure Innovation: A Master Thesis Opportunity

2 weken geleden


Delft, Zuid-Holland, Nederland TNO Voltijd

About the Position

TNO is at the forefront of tackling major social issues in the technical industry. One such challenge is the structural safety of structures, climate adaptation, and the energy transition. To address these complex problems, we need innovative solutions that combine expertise from various fields. In this master thesis project, you will focus on end-of-life rule checking for supporting replacement and renovation decision-making of Rijkswaterstaat through knowledge graphs.

This project aims to provide a digital solution to tackle four key challenges: ageing infrastructure, missing overview of large populations of infrastructure objects, scattered data, and limited re-use of existing experiences and knowledge on past failures.

The solution involves creating a Rule-Based Model based on knowledge graphs. This model will include system components such as schemas, instantiation, rule-sets, rule-checking, and visualization. Schemas will capture semantic domain knowledge using ontology design, linking, and re-using existing ontologies. You will work with open-source frameworks like Apache Jena or RDF Lib for automatic instantiation of objects.

Rule-sets will be based on SPARQL, and SHACL will be used for rule prototyping. A GraphDB will be utilized for rule checking and visualization. Any experience with these topics and UI connected to GraphDBs is highly appreciated.

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