Issue Date | Title | Involved Person(s) |
1-Nov-2022 | Scalable deployment of deep learning algorithms for predictive maintenance in commercial machine fleets : bridging the research-industry gap | Goren Huber, Lilach |
28-Oct-2022 | Physics informed deep learning for tracker fault detection in photovoltaic power plants | Zgraggen, Jannik; Guo, Yuyan; Notaristefano, Antonio; Goren Huber, Lilach |
4-Jul-2022 | Uncertainty informed anomaly scores with deep learning : robust fault detection with limited data | Zgraggen, Jannik; Pizza, Gianmarco; Goren Huber, Lilach |
Jun-2022 | Predictive Maintenance mit Physics-Informed-Deep-Learning : Anwendungsfall Photovoltaikanlagen | Goren Huber, Lilach; Notaristefano, Antonio |
2022 | Scaling-up deep learning based predictive maintenance for commercial machine fleets : a case study | Ulmer, Markus; Zgraggen, Jannik; Pizza, Gianmarco; Goren Huber, Lilach |
6-Jul-2021 | Implementing AI-based innovation in industry | Goren Huber, Lilach; Acquaviva, Michele; Pizza, Gianmarco |
29-Jun-2021 | Transfer learning approaches for wind turbine fault detection using deep learning | Zgraggen, Jannik; Ulmer, Markus; Jarlskog, Eskil; Pizza, Gianmarco; Goren Huber, Lilach |
Mar-2021 | Implementing smart maintenance in industry : deep learning for wind turbine fault detection | Goren Huber, Lilach |
20-Jan-2021 | Deep learning for fault detection : the path to predictive maintenance of wind turbines | Ulmer, Markus; Jarlskog, Eskil; Pizza, Gianmarco; Goren Huber, Lilach |
2021 | Deep Learning und Predictive Maintenance : Anwendungsfall Windturbinen | Goren Huber, Lilach; Pizza, Gianmarco |
Aug-2020 | Big data architecture for intelligent maintenance : a focus on query processing and machine learning algorithms | Lehmann, Claude; Goren Huber, Lilach; Horisberger, Thomas; Scheiba, Georg; Sima, Ana-Claudia, et al |
Jul-2020 | Early fault detection based on wind turbine SCADA data using convolutional neural networks | Ulmer, Markus; Jarlskog, Eskil; Pizza, Gianmarco; Manninen, Jaakko; Goren Huber, Lilach |
8-Jun-2020 | An AI-based fault detection model using alarms and warnings from the SCADA system | Pizza, Gianmarco; Notaristefano, Antonio; Fabbri, Gregory Sean; Goren Huber, Lilach |
12-Feb-2020 | Intelligente Instandhaltung : Chancen und Herausförderungen für die Umsetzung in der Praxis | Goren Huber, Lilach |