Evaluating different machine learning techniques as surrogate for low voltage grids. - Stephan Balduin; Tom Westermann; Erika Puiutta (Energy Inform., 2020)

Accessing and Interpreting OPC UA Event Traces based on Semantic Process Descriptions. - Tom Westermann; Nemanja Hranisavljevic; Alexander Fay (ETFA, 2022)

Integration of Domain Expert-Centric Ontology Design into the CRISP-DM for Cyber-Physical Production Systems. - Milapji Singh Gill; Tom Westermann; Marvin Schieseck; Alexander Fay (ETFA, 2023)

Representing Timed Automata and Timing Anomalies of Cyber-Physical Production Systems in Knowledge Graphs. - Tom Westermann; Milapji Singh Gill; Alexander Fay (IECON, 2023)

Integrating Ontology Design with the CRISP-DM in the Context of Cyber-Physical Systems Maintenance. - Milapji Singh Gill; Tom Westermann; Gernot Steindl; Felix Gehlhoff; Alexander Fay (ETFA, 2024)

Exploring challenges of alarm root-cause analysis across varying production process types. - Birgit Vogel-Heuser; Alexander Fay; Bernhard Rupprecht; Franz C. Kunze; Victoria Hankemeier; Tom Westermann; Gianluca Manca (Autom., 2024)

Timed Automata und zeitliche Anomalien in Wissensgraphen von automatisierten Produktionsanlagen. - Tom Westermann; Milapji Singh Gill; Alexander Fay (Autom., 2024)

Automatic Mapping of AutomationML Files to Ontologies for Graph Queries and Validation. - Tom Westermann; Malte Ramonat; Johannes Hujer; Felix Gehlhoff; Alexander Fay (CoRR, 2025)

Automated Validation of Textual Constraints Against AutomationML via LLMs and SHACL. - Tom Westermann; Aljosha Köcher; Felix Gehlhoff (CoRR, 2025)