Gas Path Fault Diagnosis of Aeroengine Based on Soft Square Pinball Loss ELM

The ELM constructed based on the least squares loss function and ±1 label has poor generalization in the classification of data containing noise. The introduction of square pinball loss function can improve the robustness of ELM. However, the algorithm based on the squared loss function a...

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Bibliographic Details
Main Authors: Yuyuan Cao, Bowen Zhang, Huawei Wang, Yu Bai
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9143161/