Aeroengines Remaining Useful Life Prediction Based on Improved C-Loss ELM

A correntropy induced loss (C-loss) function is a loss function developed based on entropy theory. Due to the non-convexity of the C-loss function, ELM based on C-loss has been proven to have better regression effects and robustness. Inspired by generalized quantile learning, we find that there is a...

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Bibliographic Details
Main Authors: Bowen Zhang, Yanjun Li, Yu Bai, Yuyuan Cao
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9031384/