Antoni Plonczak
Antoni Plonczak
ZHAW
School of Engineering
IDS Institute for Data Science
Technikumstrasse 81
8400 Winterthur
Projects
- AIConn: Predictive AI for production quality and reliability of industrial connecting tools / Team member / Start imminent
- AI-based Health Prognostics for Battery Energy Storage Systems with Operational Condition Monitoring Data / Team member / ongoing
- Smart Digitalization Demonstrator – predictive calibration and maintenance / Team member / completed
Publications
Written conference contributions, peer-reviewed
- Wüest, M., Plonczak, A. and Goren Huber, L. (2026) 'Detecting anomalies under data scarcity : data granularity tradeoffs in large battery packs', in 2026 IEEE Swiss Conference on Data Science and AI (SDS). IEEE, pp. 91–98. doi: 10.1109/SDS70563.2026.00020.
- Plonczak, A., Wüest, M. and Goren Huber, L. (2026) 'Physics-constrained deep learning for interpretable anomaly detection in large battery packs with limited monitoring granularity', in Do, P., Ezhilarasu, C., and Bregon, A. (eds) Proceedings of the European Conference of the PHM Society 2026. PHM Society. doi: 10.36001/phme.2026.v9i1.4929.