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Keywords: hidden Markov models
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Journal Articles
Article Type: Technical Papers
J. Vib. Acoust. August 2005, 127(4): 299–306.
Published Online: September 23, 2004
...Hasan Ocak; Kenneth A. Loparo In this paper, we introduce a new bearing fault detection and diagnosis scheme based on hidden Markov modeling (HMM) of vibration signals. Features extracted from amplitude demodulated vibration signals from both normal and faulty bearings were used to train HMMs...