Reliability analysis of half-/full-bridge hybrid MMCs based on submodule correlation

The traditional reliability analysis methods for Modular Multilevel Converters (MMC) usually neglect the correlations between submodules within the bridge arm, leading to inadequate fault risk assessments and maintenance strategies. As hybrid MMCs, which consist of both half-bridge and full-bridge submodules, are widely used in engineering, focusing solely on the reliability of single half-bridge submodules is insufficient. This paper proposes a reliability analysis method based on Mixed Copula that takes the correlation of the bridge arm into account. First, a Mixed Copula is constructed using correlation scenarios and the quasi-Newton method to address the limitations of fitting a single copula function to correlation data. Next, a comprehensive reliability analysis model specifically designed for hybrid MMCs is developed in line with MMC topology. Finally, the model is implemented and analysed using MATLAB to validate its effectiveness.

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Publication Details

Journal
IET conference proceedings.
Published
2025-03-01
DOI
https://doi.org/10.1049/icp.2025.0701
Primary Topic
Semiconductor materials and devices
Type
article
Field-Weighted Citation Impact
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article

Reliability analysis of half-/full-bridge hybrid MMCs based on submodule correlation

Hui Wei, Siyi Xia, Yunfeng Li, Yu Zhang
1 links
IET conference proceedings.
Semiconductor materials and devices
article

Reliability analysis of half-/full-bridge hybrid MMCs based on submodule correlation

Hui Wei, Siyi Xia, Yunfeng Li, Yu Zhang
article en

Abstract

The traditional reliability analysis methods for Modular Multilevel Converters (MMC) usually neglect the correlations between submodules within the bridge arm, leading to inadequate fault risk assessments and maintenance strategies. As hybrid MMCs, which consist of both half-bridge and full-bridge submodules, are widely used in engineering, focusing solely on the reliability of single half-bridge submodules is insufficient. This paper proposes a reliability analysis method based on Mixed Copula that takes the correlation of the bridge arm into account. First, a Mixed Copula is constructed using correlation scenarios and the quasi-Newton method to address the limitations of fitting a single copula function to correlation data. Next, a comprehensive reliability analysis model specifically designed for hybrid MMCs is developed in line with MMC topology. Finally, the model is implemented and analysed using MATLAB to validate its effectiveness.

IET conference proceedings.Vol. 2024(33)
Changsha University of Science and Technology (CN)
Affordable and clean energy
Openalex Percentile: Top 96%
Semiconductor materials and devices
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