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Generalized Soft Failure Identification enabled by Digital Residual Spectrum and Autoencoder

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Abstract

We propose a highly generalized soft failure identification model based on digital residual spectrum and autoencoder. In case of random fluctuation, it could reach identification accuracy of more than 97.61% for five different transmission distances.

© 2021 The Author(s)

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