2024
DOI: 10.3390/electronics13234619
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A Multiscale Adaptive Fusion Network for Modular Multilevel Converter Fault Diagnosis

Longzhang Ke,
Guozhen Hu,
Zhi Liu
et al.

Abstract: Modular Multilevel Converters (MMCs) play a crucial role in new energy grid connection and renewable energy conversion systems due to the significant merits of good modularity, flexible scalability, and lower operating loss. However, reliability is a significant challenge for MMCs, which consist of a large number of Insulated Gate Bipolar Transistors (IGBTs). Failures of the IGBTs in submodules (SMs) are a critical issue that affect the performance and operation of MMCs. The insufficient ability of convolution… Show more

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