C
Cameron Sobie
Researcher at Siemens
Publications - 1
Citations - 145
Cameron Sobie is an academic researcher from Siemens. The author has contributed to research in topics: Online machine learning & Fault (power engineering). The author has an hindex of 1, co-authored 1 publications receiving 95 citations.
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Simulation-driven machine learning: Bearing fault classification
TL;DR: Several different machine learning methodologies are compared starting from well-established statistical feature-based methods to convolutional neural networks, and a novel application of dynamic time warping to bearing fault classification is proposed as a robust, parameter free method for race fault detection.