32 citations · 126 across the 16 of their papers we have counts for
5 papers · 1 filter
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…
Integration of Domain Expert-Centric Ontology Design into the CRISP-DM for Cyber-Physical Production Systems
Milapji Singh Gill, Tom Westermann, Marvin Schieseck +1
In the age of Industry 4.0 and Cyber-Physical Production Systems (CPPSs) vast amounts of potentially valuable data are being generated. Methods from Machine Learning (ML) and Data…
A Graphical Modeling Language for Artificial Intelligence Applications in Automation Systems
Marvin Schieseck, Philip Topalis, Alexander Fay
Artificial Intelligence (AI) applications in automation systems are usually distributed systems whose development and integration involve several experts. Each expert uses its own…
A Capability and Skill Model for Heterogeneous Autonomous Robots
Luis Miguel Vieira da Silva, Aljosha Köcher, Alexander Fay
Teams of heterogeneous autonomous robots become increasingly important due to their facilitation of various complex tasks. For such heterogeneous robots, there is currently no cons…
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…