Fault Diagnosis of Modular Multilevel Converter Based on RNN and Wavelet Analysis

2020 Chinese Automation Congress (CAC) ◽

10.1109/cac51589.2020.9327050 ◽

2020 ◽

Author(s):

Zhiqiang Geng ◽

Qi Wang ◽

Yongming Han ◽

Kai Chen ◽

Feng Xie ◽

...

Keyword(s):

Fault Diagnosis ◽

Wavelet Analysis ◽

Modular Multilevel Converter ◽

Multilevel Converter

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Fault diagnosis of modular multilevel converter based on principal component analysis and support vector machine

Journal of Physics Conference Series ◽

10.1088/1742-6596/2030/1/012086 ◽

2021 ◽

Vol 2030 (1) ◽

pp. 012086

Author(s):

Siyu Jiang ◽

Bin Wang ◽

Wanwan Xu

Keyword(s):

Principal Component Analysis ◽

Support Vector Machine ◽

Fault Diagnosis ◽

Principal Component ◽

Component Analysis ◽

Support Vector ◽

Modular Multilevel Converter ◽

Multilevel Converter

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Fault diagnosis of flexible DC modular multilevel converter based on consistency test

2020 Chinese Control And Decision Conference (CCDC) ◽

10.1109/ccdc49329.2020.9164536 ◽

2020 ◽

Author(s):

Feng Zheng ◽

Yue Mo ◽

Jiashui Dai ◽

Ming Liu ◽

Xiaoliu Yang ◽

...

Keyword(s):

Fault Diagnosis ◽

Modular Multilevel Converter ◽

Multilevel Converter ◽

Consistency Test

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Review of fault diagnosis and fault-tolerant control for modular multilevel converter of HVDC

IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society ◽

10.1109/iecon.2013.6699310 ◽

2013 ◽

Author(s):

Hui Liu ◽

Poh Chiang Loh ◽

Frede Blaabjerg

Keyword(s):

Fault Diagnosis ◽

Fault Tolerant ◽

Fault Tolerant Control ◽

Modular Multilevel Converter ◽

Multilevel Converter

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Submodule short-circuit fault diagnosis based on wavelet transform and support vector machines for modular multilevel converter with series and parallel connectivity

IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society ◽

10.1109/iecon.2017.8216547 ◽

2017 ◽

Author(s):

Chuang Wang ◽

F. Ricardo Lizana ◽

Zunchao Li ◽

Angel V. Peterchev ◽

Stefan M. Goetz

Keyword(s):

Wavelet Transform ◽

Fault Diagnosis ◽

Support Vector Machines ◽

Short Circuit ◽

Support Vector ◽

Modular Multilevel Converter ◽

Multilevel Converter ◽

Vector Machines ◽

Circuit Fault Diagnosis ◽

Short Circuit Fault

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IGBT Open-Circuit Fault Diagnosis for Modular Multilevel Converter With Reduced-Number of Voltage Sensor Measuring Technique

2019 IEEE 10th International Symposium on Power Electronics for Distributed Generation Systems (PEDG) ◽

10.1109/pedg.2019.8807574 ◽

2019 ◽

Author(s):

Xingxing Chen ◽

Jinjun Liu ◽

Zhifeng Deng ◽

Shuguang Song ◽

Shaodi Ouyang

Keyword(s):

Fault Diagnosis ◽

Open Circuit ◽

Voltage Sensor ◽

Measuring Technique ◽

Modular Multilevel Converter ◽

Multilevel Converter ◽

Circuit Fault Diagnosis

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Open-circuit Fault Diagnosis for Modular Multilevel Converter Using Wavelet Neural Network

2019 IEEE Innovative Smart Grid Technologies - Asia (ISGT Asia) ◽

10.1109/isgt-asia.2019.8881477 ◽

2019 ◽

Author(s):

Pu LIN ◽

Zhaoyun ZHANG ◽

Zhi ZHANG ◽

Li Kang ◽

Xinghua Wang

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Open Circuit ◽

Wavelet Neural Network ◽

Modular Multilevel Converter ◽

Multilevel Converter ◽

Circuit Fault Diagnosis

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Short-Time Wavelet Entropy Integrating Improved LSTM for Fault Diagnosis of Modular Multilevel Converter

IEEE Transactions on Cybernetics ◽

10.1109/tcyb.2020.3041850 ◽

2021 ◽

pp. 1-9

Author(s):

Yongming Han ◽

Wang Qi ◽

Ning Ding ◽

Zhiqiang Geng

Keyword(s):

Fault Diagnosis ◽

Modular Multilevel Converter ◽

Multilevel Converter ◽

Wavelet Entropy ◽

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Fault diagnosis of modular multilevel converter based on adaptive chirp mode decomposition and temporal convolutional network

Engineering Applications of Artificial Intelligence ◽

10.1016/j.engappai.2021.104544 ◽

2022 ◽

Vol 107 ◽

pp. 104544

Author(s):

Qun Guo ◽

Xinhao Zhang ◽

Jing Li ◽

Gang Li

Keyword(s):

Fault Diagnosis ◽

Modular Multilevel Converter ◽

Multilevel Converter ◽

Convolutional Network ◽

Mode Decomposition

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Submodule Fault Diagnosis Based on Capacitor Voltage Sliding-Mode Observer and Fast Diagnosis Criterion for Modular Multilevel Converter

2018 IEEE Energy Conversion Congress and Exposition (ECCE) ◽

10.1109/ecce.2018.8558062 ◽

2018 ◽

Author(s):

Shanshan Zhao ◽

Zuoyu Li ◽

Yu Chen ◽

Li Peng ◽

Xudong ZOU ◽

...

Keyword(s):

Fault Diagnosis ◽

Sliding Mode ◽

Sliding Mode Observer ◽

Modular Multilevel Converter ◽

Multilevel Converter ◽

Capacitor Voltage ◽

Diagnosis Criterion

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Survey of switch fault diagnosis for modular multilevel converter

IET Circuits Devices & Systems ◽

10.1049/iet-cds.2018.5136 ◽

2018 ◽

Vol 13 (2) ◽

pp. 117-124 ◽

Author(s):

Chuang Wang ◽

Lvchen Zhou ◽

Zunchao Li

Keyword(s):

Fault Diagnosis ◽

Modular Multilevel Converter ◽

Multilevel Converter

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