Fault Diagnosis of Cascaded Multilevel Inverter Using Multiscale Kernel Convolutional Neural Network

Fault Diagnosis of Cascaded Multilevel Inverter Using Multiscale Kernel Convolutional Neural Network

Over the last decade, multilevel inverter (MLI) has gained a global research paradigm in power electronics. The high-power application of multilevel inverters necessitates the safe and reliable operation of the inverter. Fault diagnosis of MLI is inevitable to enhance the reliability of the inverter...

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Bibliographic Details
Main Authors: A. Sivapriya, N. Kalaiarasi, Rajesh Verma, Bharatiraja Chokkalingam, Josiah Lange Munda
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Multilevel inverter
single and multiple switch faults
fault diagnosis
multiscale kernel convolution neural network
short-time Fourier transform
Online Access:https://ieeexplore.ieee.org/document/10196384/

Internet

https://ieeexplore.ieee.org/document/10196384/

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