Contrastive Learning for Fault Detection and Diagnostics in the Context of Changing Operating Conditions and Novel Fault Types

by Katharina Rombach, Gabriel Michau, Olga Fink
Published 2021-05-01

Interpretable Detection of Partial Discharge in Power Lines with Deep Learning

by Gabriel Michau, Chi-Ching Hsu, Olga Fink
Published 2021-03-01

Learning to Calibrate Battery Models in Real-Time with Deep Reinforcement Learning

by Ajaykumar Unagar, Yuan Tian, Manuel Arias Chao, Olga Fink
Published 2021-03-01

Aircraft Engine Run-to-Failure Dataset under Real Flight Conditions for Prognostics and Diagnostics

by Manuel Arias Chao, Chetan Kulkarni, Kai Goebel, Olga Fink
Published 2021-01-01

Uncertainty-Aware Prognosis via Deep Gaussian Process

by Luca Biggio, Alexander Wieland, Manuel Arias Chao, Iason Kastanis, Olga Fink
Published 2021-01-01