Open-Circuit Fault Analysis and Recognition in Three-Level Inverters Based on Recurrence Plot and Convolution Neural Network

Power electronics is vital to modern infrastructure, but it is susceptible to open-circuit faults that can cause serious damage. Three-level inverters are commonly used in such equipment, but their high sensitivity and probability of failure make them particularly challenging to diagnose. In this gr...

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Bibliographic Details
Main Authors: Jianjun Yan, Yanxing Huang, Shuai Yuan, Yufan Lu, Zeyu Yu
Format: Article
Language:English
Published: Hindawi-Wiley 2023-01-01
Series:International Transactions on Electrical Energy Systems
Online Access:http://dx.doi.org/10.1155/2023/4755960