9 citations · 15 across the 6 of their papers we have counts for
6 papers
Integrating Ontology Design with the CRISP-DM in the context of Cyber-Physical Systems Maintenance
Milapji Singh Gill, Tom Westermann, Gernot Steindl +2
In the following contribution, a method is introduced that integrates domain expert-centric ontology design with the Cross-Industry Standard Process for Data Mining (CRISP-DM). Thi…
A Formal Model for Artificial Intelligence Applications in Automation Systems
Marvin Schieseck, Philip Topalis, Lasse Reinpold +2
The integration of Artificial Intelligence (AI) into automation systems has the potential to enhance efficiency and to address currently unsolved existing technical challenges. How…
A SysML Profile for the Standardized Description of Processes during System Development
Lasse Beers, Hamied Nabizada, Maximilian Weigand +2
A key aspect in creating models of production systems with the use of model-based systems engineering (MBSE) lies in the description of system functions. These functions shouldbe d…
Representing Timed Automata and Timing Anomalies of Cyber-Physical Production Systems in Knowledge Graphs
Tom Westermann, Milapji Singh Gill, Alexander Fay
Model-Based Anomaly Detection has been a successful approach to identify deviations from the expected behavior of Cyber-Physical Production Systems. Since manual creation of these…
Accessing and Interpreting OPC UA Event Traces based on Semantic Process Descriptions
Tom Westermann, Nemanja Hranisavljevic, Alexander Fay
The analysis of event data from production systems is the basis for many applications associated with Industry 4.0. However, heterogeneous and disjoint data is common in this domai…
Toward a Generic Mapping Language for Transformations between RDF and Data Interchange Formats
Aljosha Köcher, Artan Markaj, Alexander Fay
While there exist approaches to integrate heterogeneous data using semantic models, such semantic models can typically not be used by existing software tools. Many software tools -…