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Issue DateTitleInvolved Person(s)
28-Oct-2022Physics informed deep learning for tracker fault detection in photovoltaic power plantsZgraggen, Jannik; Guo, Yuyan; Notaristefano, Antonio; Goren Huber, Lilach
Jun-2022Predictive Maintenance mit Physics-Informed-Deep-Learning : Anwendungsfall PhotovoltaikanlagenGoren Huber, Lilach; Notaristefano, Antonio
2022Scaling-up deep learning based predictive maintenance for commercial machine fleets : a case studyUlmer, Markus; Zgraggen, Jannik; Pizza, Gianmarco; Goren Huber, Lilach
2022Automated identification and qualitative characterization of safety concerns reported in UAV software platformsDi Sorbo, Andrea; Zampetti, Fiorella; Visaggio, Corrado A.; Di Penta, Massimiliano; Panichella, Sebastiano
6-Jul-2021Implementing AI-based innovation in industryGoren Huber, Lilach; Acquaviva, Michele; Pizza, Gianmarco
29-Jun-2021Transfer learning approaches for wind turbine fault detection using deep learningZgraggen, Jannik; Ulmer, Markus; Jarlskog, Eskil; Pizza, Gianmarco; Goren Huber, Lilach
20-Jun-2021Implementation of multi-task learning neural network architectures for robust industrial optical sensingVenturini, Francesca; Michelucci, Umberto; Baumgartner, Michael
Jun-2021Implementation of multi-task learning neural network architectures for robust industrial optical sensingVenturini, Francesca; Michelucci, Umberto; Baumgartner, Michael
Mar-2021Implementing smart maintenance in industry : deep learning for wind turbine fault detectionGoren Huber, Lilach
20-Jan-2021Deep learning for fault detection : the path to predictive maintenance of wind turbinesUlmer, Markus; Jarlskog, Eskil; Pizza, Gianmarco; Goren Huber, Lilach
2021Deep Learning und Predictive Maintenance : Anwendungsfall WindturbinenGoren Huber, Lilach; Pizza, Gianmarco
8-Jun-2020An AI-based fault detection model using alarms and warnings from the SCADA systemPizza, Gianmarco; Notaristefano, Antonio; Fabbri, Gregory Sean; Goren Huber, Lilach
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