Short bio
I joined HSG in 2026, where my research focuses on acoustic and vibration-based condition monitoring of industrial machinery, with a particular focus on AI-assisted signal processing and anomaly detection for hydropower systems. I work closely with industry partners on real-world sensing deployments and monitoring solutions. Before joining HSG, I worked in the automotive industry as an ADAS Engineer, focusing on software testing, ECU validation, and CAN-based data analysis. I hold a BSc in Electrical Engineering and Automation Technology from Harbin Institute of Technology and an MSc in Electrical Engineering and Information Technology from TU Darmstadt.
Research interests
- Acoustic & vibration sensing
- Signal processing & sensor fusion
- AI-based anomaly detection
- Industrial condition monitoring
Publications
- Acoustic-Vibration Anomaly Detection and Localization at a Pump-Turbine. Jinyuan Zhang, Stefan Krummenacher, Zakaria Omarar, Arne Schacht, Bernhard Fässler, Bruno Rodrigues. International Seminar on Hydropower Plants (Viennahydro), 2026. To appear. Conference