Analog Circuit Incipient Fault Diagnosis Method Using DBN Based Features Extraction

Analog Circuit Incipient Fault Diagnosis Method Using DBN Based Features Extraction

Correct identifying analog circuit incipient faults is useful to the circuit's health monitoring, and yet it is very hard. In this paper, an analog circuit incipient fault diagnosis method using deep belief network (DBN) based features extraction is presented. In the diagnosis scheme, time resp...

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Bibliographic Details
Main Authors: Chaolong Zhang, Yigang He, Lifeng Yuan, Sheng Xiang
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Analog circuits
incipient fault diagnosis
DBN
SVM
QPSO
Online Access:https://ieeexplore.ieee.org/document/8332927/

Internet

https://ieeexplore.ieee.org/document/8332927/

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