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Keywords: time-series health signals
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Journal Articles

Convolutional Neural Network Denoising Auto-Encoders for Intelligent Aircraft Engine Gas Path Health Signal Noise Filtering

Junjie Zhao, Yi-Guang Li, Suresh Sampath
Journal: Journal of Engineering for Gas Turbines and Power
Publisher: ASME
Article Type: Research-Article
J. Eng. Gas Turbines Power. June 2023, 145(6): 061013.
Paper No: GTP-22-1234
https://doi.org/10.1115/1.4056128
Published Online: February 6, 2023
.... 1 Corresponding author. e-mail:  junjie.zhao@cranfield.ac.uk e-mail:  i.y.li@cranfield.ac.uk e-mail:  s.sampath@cranfield.ac.uk 26 06 2022 24 10 2022 06 02 2023 aircraft engine diagnostics time-series health signals noise filtering convolutional neural network...
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Topics: Artificial neural networks, Filtration, Noise (Sound), Signals, Aircraft engines, Engines, Flight, Time series