A Random Forest and Current Fault Texture Feature–Based Method for Current Sensor Fault Diagnosis in Three-Phase PWM VSR

A Random Forest and Current Fault Texture Feature–Based Method for Current Sensor Fault Diagnosis in Three-Phase PWM VSR

Three-phase PWM voltage-source rectifier (VSR) systems have been widely used in various energy conversion systems, where current sensors are the key component for state monitoring and system control. The current sensor faults may bring hidden danger or damage to the whole system; therefore, this pap...

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Bibliographic Details
Main Authors: Lei Kou, Xiao-dong Gong, Yi Zheng, Xiu-hui Ni, Yang Li, Quan-de Yuan, Ya-nan Dong
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-06-01
Series:Frontiers in Energy Research
Subjects:
data-driven
random forests
current fault texture features
current sensors
fault diagnosis
three-phase PWM VSR
Online Access:https://www.frontiersin.org/articles/10.3389/fenrg.2021.708456/full

Internet

https://www.frontiersin.org/articles/10.3389/fenrg.2021.708456/full

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