Research on ELM Soft Fault Diagnosis of Analog Circuit Based on KSLPP Feature Extraction

Research on ELM Soft Fault Diagnosis of Analog Circuit Based on KSLPP Feature Extraction

In order to improve the capability of soft fault diagnosis in an analog circuit, an integrated diagnosis method based on KSLPP feature extraction and ELM is proposed. The KSLPP feature extraction ability is firstly used to construct the principal component feature set from the fault sample set. Then...

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Bibliographic Details
Main Authors: Gan Xu-Sheng, Qu Hong, Meng Xiang-Wei, Wang Chun-Lan, Zhu Jie
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Extreme learning machine
Kernel supervised locality preserving projection
feature extraction
analog circuit
fault diagnosis
Online Access:https://ieeexplore.ieee.org/document/8736964/

Internet

https://ieeexplore.ieee.org/document/8736964/

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