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CERN
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Germany
2023
- Waldhauser, Felix ; Boukabache, Hamza ; Perrin, Daniel ; Roesler, Stefan ; Dazer, Martin: Integrating system knowledge in unsupervised anomaly detection algorithms for simulation-based failure prediction of electronic circuits. In: The 19th Biennial International Conference on Accelerator and Large Experimental Physics Control Systems : JACoW Publishing, 2023. — ISBN 978-3-95450-238-7, S. 249–256
2022
- Waldhauser, Felix ; Dazer, Martin ; Bertsche, Bernd: Strahlenschutz am CERN: Wie können Ausfälle hochsensibler elektronischer Systeme aus der Ferne sicher vorhergesagt werden? In: WiGeP-News Dezember 2022. (2022), Nr. 2, S. 18–19 — IMA-ZUV 407
- Waldhauser, Felix ; Boukabache, Hamza ; Perrin, Daniel ; Dazer, Martin: Wavelet-based Noise Extraction for Anomaly Detection Applied to Safety-Critical Electronics at CERN. In: Proceedings of the 32nd European Safety and Reliability Conference (ESREL 2022), 2022. — ISBN 978-981-18-5183-4 — IMA-ZUV 401 (peer-review)
Predictive maintenance, electronics reliability, machine learning, condition monitoring