Searching for authors named "Thomas Petsche" – sorted by Relevance.

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A Neural Network Autoassociator for Induction Motor Failure Prediction
by Thomas Petsche, Angelo Marcantonio, Christian Darken, Stephen J. Hanson, Gary M. Kuhn, Iwan Santoso — 1996 — In
…We present results on the use of neural network based autoassociators which act as novelty or anomaly detectors to detect imminent motor failures. The autoassociator is trained to reconstruct spectra obtained from the healthy motor. In laboratory tests, we have demonstrated that the trained autoasso…
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