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Keywords: bidirectional long short-term memory (bi-LSTM)
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Journal Articles

Bayesian Optimization LSTM/bi-LSTM Network With Self-Optimized Structure and Hyperparameters for Remaining Useful Life Estimation of Lathe Spindle Unit

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Nikhil M. Thoppil, V. Vasu, C. S. P. Rao
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. April 2022, 22(2): 021012.
Paper No: JCISE-21-1161
https://doi.org/10.1115/1.4052838
Published Online: December 9, 2021
... in the J ournal of C omputing and I nformation S cience in E ngineering . 12 05 2021 22 10 2021 22 10 2021 09 12 2021 deep learning bidirectional long short-term memory (bi-LSTM) Bayesian optimization hyperparameter predictive maintenance remaining useful life (RUL...
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Topics: Algorithms, Optimization, Service life (Equipment), Vibration, Failure, Architecture, Signals, Feature selection, Maintenance