Learning shape for jet engine novelty detection

Application of a neural network approach to data exploration and the generation of a model of system normality is described for use in novelty detection of vibration characteristics of a modern jet engine. The analysis of the shape of engine vibration signatures is shown to improve upon existing met...

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Bibliographic Details
Main Authors: Clifton, D, Bannister, P, Tarassenko, L
Format: Conference item
Published: 2006