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Journal Articles

Failure Prognosis of Complex Equipment With Multistream Deep Recurrent Neural Network

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Yonghe Su, Fei Tao, Jian Jin, Tian Wang, Qingguo Wang, Lei Wang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. April 2020, 20(2): 021007.
Paper No: JCISE-19-1118
https://doi.org/10.1115/1.4045445
Published Online: January 3, 2020
...Yonghe Su; Fei Tao; Jian Jin; Tian Wang; Qingguo Wang; Lei Wang The failure prognosis is crucial for industrial equipment in prognostics and health management field. The vibration signal is the commonly used data for failure prognosis. The conventional prognostic approaches have limitations...
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Topics: Artificial neural networks, Bearings, Failure, Signals, Vibration, Simulation, Machine learning