Application of cyclic coherence function to bearing fault detection in a wind turbine generator under electromagnetic vibration

Mechanical Systems and Signal Processing ◽

10.1016/j.ymssp.2016.10.026 ◽

2017 ◽

Vol 87 ◽

pp. 279-293 ◽

Author(s):

Wei Teng ◽

Xian Ding ◽

Yangyang Zhang ◽

Yibing Liu ◽

Zhiyong Ma ◽

...

Keyword(s):

Fault Detection ◽

Wind Turbine ◽

Coherence Function ◽

Turbine Generator ◽

Wind Turbine Generator ◽

Bearing Fault ◽

Bearing Fault Detection ◽

Electromagnetic Vibration

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Research on feature extraction for rolling bearing fault detection in wind turbine

2017 Chinese Automation Congress (CAC) ◽

10.1109/cac.2017.8243692 ◽

2017 ◽

Author(s):

Xiaolei Li ◽

Xiaobing Shi ◽

Pengli Ding ◽

Linlin Xiao

Keyword(s):

Feature Extraction ◽

Fault Detection ◽

Wind Turbine ◽

Rolling Bearing ◽

Bearing Fault ◽

Bearing Fault Detection

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Bearing Fault Detection and Separation of Wind Turbine Based on Artificial Immune System

2019 CAA Symposium on Fault Detection, Supervision and Safety for Technical Processes (SAFEPROCESS) ◽

10.1109/safeprocess45799.2019.9213421 ◽

2019 ◽

Author(s):

Yanheng Ren ◽

Xianghua Wang ◽

Chunming Zhang

Keyword(s):

Immune System ◽

Fault Detection ◽

Wind Turbine ◽

Artificial Immune System ◽

Artificial Immune ◽

Bearing Fault ◽

Bearing Fault Detection ◽

Detection And Separation

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Wind Turbine Generator Fault Detection Based on Multi-Layer Neural Network and Random Forest Algorithm

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

10.1109/isgt-asia.2019.8881778 ◽

2019 ◽

Author(s):

Xiangwu Yan ◽

Yongsheng Jin ◽

Yun Xu ◽

Ruojin Li

Keyword(s):

Neural Network ◽

Random Forest ◽

Fault Detection ◽

Wind Turbine ◽

Random Forest Algorithm ◽

Turbine Generator ◽

Wind Turbine Generator

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Acoustic Emission Analysis for Wind Turbine Blade Bearing Fault Detection Using Sparse Augmented Lagrangian Algorithm

2020 IEEE Applied Power Electronics Conference and Exposition (APEC) ◽

10.1109/apec39645.2020.9124433 ◽

2020 ◽

Author(s):

Zepeng Liu ◽

Long Zhang

Keyword(s):

Acoustic Emission ◽

Fault Detection ◽

Wind Turbine ◽

Turbine Blade ◽

Augmented Lagrangian ◽

Wind Turbine Blade ◽

Emission Analysis ◽

Bearing Fault ◽

Bearing Fault Detection ◽

Acoustic Emission Analysis

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Research on Fault Detection Method of Wind Turbine Generator Based on SCADA Data

IOP Conference Series Materials Science and Engineering ◽

10.1088/1757-899x/782/3/032112 ◽

2020 ◽

Vol 782 ◽

pp. 032112

Author(s):

Xin Wang ◽

Pengfei Guo ◽

Weijiang Liu ◽

Chao Li

Keyword(s):

Fault Detection ◽

Wind Turbine ◽

Detection Method ◽

Turbine Generator ◽

Wind Turbine Generator

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Fault Detection of Wind Turbine Generator Bearing Using Attention-Based Neural Networks and Voting-Based Strategy

IEEE/ASME Transactions on Mechatronics ◽

10.1109/tmech.2021.3127213 ◽

2021 ◽

pp. 1-11

Author(s):

Qinmin Yang ◽

Guanglun Liu ◽

Yunong Bao ◽

Qi Chen

Keyword(s):

Neural Networks ◽

Fault Detection ◽

Wind Turbine ◽

Turbine Generator ◽

Wind Turbine Generator

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Bearing Fault Detection within Wind Turbine Gearbox

2017 International Conference on Sensing, Diagnostics, Prognostics, and Control (SDPC) ◽

10.1109/sdpc.2017.112 ◽

2017 ◽

Author(s):

Suliman Shanbr ◽

Faris Elasha ◽

Mohamed Elforjani ◽

Joao Amaral Teixeira

Keyword(s):

Fault Detection ◽

Wind Turbine ◽

Wind Turbine Gearbox ◽

Bearing Fault ◽

Bearing Fault Detection

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Wind Turbine Generator Bearing Fault Diagnosis Using Amplitude and Phase Demodulation Techniques for Small Speed Variations

Applied Condition Monitoring - Advances in Condition Monitoring of Machinery in Non-Stationary Operations ◽

10.1007/978-3-319-20463-5_29 ◽

2015 ◽

pp. 385-397 ◽

Author(s):

Ehsan Mollasalehi ◽

Qiao Sun ◽

David Wood

Keyword(s):

Fault Diagnosis ◽

Wind Turbine ◽

Turbine Generator ◽

Wind Turbine Generator ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Phase Demodulation

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Wind Turbine Generator Short Circuit Fault Detection Using a Hybrid Approach of Wavelet Transform and Naïve Bayes Classifier

2021 IEEE 15th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG) ◽

10.1109/cpe-powereng50821.2021.9501211 ◽

2021 ◽

Author(s):

Hamid Toshani ◽

Salman Abdi ◽

Narges Khadem ◽

Ehsan Abdi

Keyword(s):

Wavelet Transform ◽

Fault Detection ◽

Wind Turbine ◽

Naive Bayes ◽

Short Circuit ◽

Hybrid Approach ◽

Bayes Classifier ◽

Turbine Generator ◽

Wind Turbine Generator ◽

Short Circuit Fault

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Fault Feature Extraction of Bearing Fault in Wind Turbine Generator Based on the Variational Modal Decomposition and Spectral Kurtosis

Proceedings of the 2015 International Symposium on Energy Science and Chemical Engineering ◽

10.2991/isesce-15.2015.12 ◽

2015 ◽

Author(s):

ShuangWei Guo ◽

Wenmin Zhang ◽

Hongshan Zhao

Keyword(s):

Feature Extraction ◽

Wind Turbine ◽

Turbine Generator ◽

Modal Decomposition ◽

Wind Turbine Generator ◽

Bearing Fault ◽

Spectral Kurtosis ◽

Fault Feature Extraction

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