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Predicting the Remaining Useful Life of an Aircraft Engine Using a Stacked Sparse Autoencoder with Multilayer Self-Learning

Because they are key components of aircraft, improving the safety, reliability and economy of engines is crucial. To ensure flight safety and reduce the cost of maintenance during aircraft engine operation, a prognostics and health management system that focuses on fault diagnosis, health assessment...

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Hlavní autoři: Jian Ma, Hua Su, Wan-lin Zhao, Bin Liu
Médium: Artigo
Jazyk:Inglês
Vydáno: Wiley 2018-01-01
Edice:Complexity
On-line přístup:http://dx.doi.org/10.1155/2018/3813029
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