Stefan Kollmann

Stefan Kollmann

Center for Distributed Systems and Sensor Networks

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Projects (Extract Research Database)

Running projects

Electronic Horizons in Roadside Infrastructure using Digital Twins

Duration: 01/01/2019–31/12/2021
Principle investigator for the project (University for Continuing Education Krems): Albert Treytl
Funding: Bundesländer (inkl. deren Stiftungen und Einrichtungen)
Program: Technologieförderung NÖ

Publications (Extract Research Database)

Estaji, A.; Götzinger, M.; Tutzer, B.; Kollmann, S.; Sauter, T. (2025). Evaluation of Drift Detection Algorithms in the Condition Monitoring Domain PDF. IEEE Transactions on Industrial Informatics, Vol. 21, iss. 1: 317-326

Kollmann, S.; Estaji, A.; Bratukhin, A.; Howind, S.; Stenzl, R.; Treytl, A., Sauter, T. (2025). Transparent Integration of Energy Awareness into Production Planning Systems. In: IEEE, proceedings in 2025 IEEE 30th International Conference on Emerging Technologies and Factory Automation (ETFA): 1-8, IEEE, Portugal

Treytl, A.; Winkler, M.; Kollmann, S. (2024). CoolAir - Automatisierung von Fensterlüftung und Sonnenschutz zur Gebäudekühlung. In: Holzforschung Austria Schriftenreihe, Proceedings in Tagungsband Fenstertürentreff der Holzforschung Austria 2024: 18-25, Holzforschung Austria Schriftenreihe, Band 80, Salzburg

Kollmann, S.; Estaji, A.; Bratukhin, A.; Wendt, A.; Sauter, T. (2020). Comparison of Preprocessors for Machine Learning in the Predictive Maintenance Domain. In: IEEE, 2020 IEEE 29th International Symposium on Industrial Electronics (ISIE) - proceedings: 49-54, IEEE, Niederlande

Wendt, A.; Kollmann,S.; Bratukhin, A.; Estaji, A.; Sauter, T.; Jantsch, A. (2020). Cognitive Architectures for Process Monitoring - an Analysis. In: IEEE, 18th IEEE International Conference on Industrial Informatics (INDIN 2020) - proceedings: noch nicht verfügbar, IEEE, United Kingdom

Lectures (Extract Research Database)

Comparison of Preprocessors for Machine Learning in the Predictive Maintenance Domain

2020 IEEE 29th International Symposium on Industrial Electronics (ISIE), 17/06/2020