Open circuit fault detection of Modular Multilevel Converter based on Grubbs

With the development of the medium and high voltage field, modular multilevel converters (MMC) have been applied in the Alternating Current(AC)/Direct Current(DC) conversion engineering of medium and high voltage. MMC contains multiple sub-modules, which simultaneously contain the same number of Insulated Gate Bipolar Transistor(IGBTs).High speed opening and closing of these IGBTs may result in switch failures and other issues. In order to solve the problem of faults, considering the ability of Grubbs algorithm to eliminate outliers, the calculation result of dividing the deviation by the standard deviation in the algorithm is taken as the eigenvalue, and the eigenvalue is compared with the Grubbs critical value to solve the problem of open-circuit fault.The simulation results show that in the case of an open-circuit fault, the characteristic quantities obtained from the calculated results are easy to distinguish after the fault occurs, and the algorithm can effectively locate the fault sub-module in about 4 ms.

Authors

Institutions

Publication Details

Published
2024-09-20
DOI
https://doi.org/10.1109/epee63731.2024.10875487
Primary Topic
HVDC Systems and Fault Protection
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Open circuit fault detection of Modular Multilevel Converter based on Grubbs

Yifa Sheng, Fengyuan Jie
HVDC Systems and Fault Protection
article

Open circuit fault detection of Modular Multilevel Converter based on Grubbs

Yifa Sheng, Fengyuan Jie
article en

Abstract

With the development of the medium and high voltage field, modular multilevel converters (MMC) have been applied in the Alternating Current(AC)/Direct Current(DC) conversion engineering of medium and high voltage. MMC contains multiple sub-modules, which simultaneously contain the same number of Insulated Gate Bipolar Transistor(IGBTs).High speed opening and closing of these IGBTs may result in switch failures and other issues. In order to solve the problem of faults, considering the ability of Grubbs algorithm to eliminate outliers, the calculation result of dividing the deviation by the standard deviation in the algorithm is taken as the eigenvalue, and the eigenvalue is compared with the Grubbs critical value to solve the problem of open-circuit fault.The simulation results show that in the case of an open-circuit fault, the characteristic quantities obtained from the calculated results are easy to distinguish after the fault occurs, and the algorithm can effectively locate the fault sub-module in about 4 ms.

University of South China (CN)
Openalex Percentile: Top 75%
HVDC Systems and Fault Protection
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.