Early Fault Detection of Wind Turbine Gearbox Based on Adam-trained LSTM

Mapping Intimacies ◽

10.1109/icpre52634.2021.9635550 ◽

2021 ◽

Author(s):

Ruijun Guo ◽

Guobin Zhang ◽

Qian Zhang ◽

Lei Zhou ◽

Haicun Yu ◽

...

Keyword(s):

Fault Detection ◽

Wind Turbine ◽

Wind Turbine Gearbox ◽

Early Fault Detection

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Operational Variables for improving industrial wind turbine Yaw Misalignment early fault detection capabilities using data-driven techniques

IEEE Transactions on Instrumentation and Measurement ◽

10.1109/tim.2021.3073698 ◽

2021 ◽

pp. 1-1

Author(s):

Ravi Pandit ◽

David Infield ◽

Tim Dodwell

Keyword(s):

Fault Detection ◽

Wind Turbine ◽

Data Driven ◽

Operational Variables ◽

Detection Capabilities ◽

Early Fault Detection ◽

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Fault Detection and Classification for Wind Turbine Gearbox via a Time-Frequency Analysis Method

2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS) ◽

10.1109/ddcls49620.2020.9275250 ◽

2020 ◽

Author(s):

Caoyuan Gu ◽

Junwei Zhu ◽

Dajian Huang ◽

Xin Wang

Keyword(s):

Fault Detection ◽

Wind Turbine ◽

Frequency Analysis ◽

Analysis Method ◽

Wind Turbine Gearbox ◽

Time Frequency Analysis ◽

Time Frequency ◽

Fault Detection And Classification

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Multi-fault detection and failure analysis of wind turbine gearbox using complex wavelet transform

Renewable Energy ◽

10.1016/j.renene.2016.03.025 ◽

2016 ◽

Vol 93 ◽

pp. 591-598 ◽

Author(s):

Wei Teng ◽

Xian Ding ◽

Xiaolong Zhang ◽

Yibing Liu ◽

Zhiyong Ma

Keyword(s):

Wavelet Transform ◽

Fault Detection ◽

Failure Analysis ◽

Wind Turbine ◽

Complex Wavelet Transform ◽

Wind Turbine Gearbox ◽

Complex Wavelet

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Fault detection of planetary subassemblies in a wind turbine gearbox using TQWT based sparse representation

Journal of Sound and Vibration ◽

10.1016/j.jsv.2020.115707 ◽

2021 ◽

Vol 490 ◽

pp. 115707

Author(s):

Wei Teng ◽

Yiming Liu ◽

Yike Huang ◽

Lei Song ◽

Yibing Liu ◽

...

Keyword(s):

Fault Detection ◽

Wind Turbine ◽

Sparse Representation ◽

Wind Turbine Gearbox

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Robust wind turbine gearbox fault detection

Wind Energy ◽

10.1002/we.1567 ◽

2013 ◽

Vol 17 (5) ◽

pp. 745-755 ◽

Author(s):

Jeremy Sheldon ◽

Genna Mott ◽

Hyungdae Lee ◽

Matthew Watson

Keyword(s):

Fault Detection ◽

Wind Turbine ◽

Wind Turbine Gearbox

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Vibration data-driven fault detection for wind turbine gearbox

2018 IEEE 8th International Conference on Underwater System Technology: Theory and Applications (USYS) ◽

10.1109/usys.2018.8778925 ◽

2018 ◽

Author(s):

Ji Wang ◽

Jun Wu ◽

Zuoyi Chen ◽

Guoqiang Li ◽

Yuanhang Wang

Keyword(s):

Fault Detection ◽

Wind Turbine ◽

Data Driven ◽

Wind Turbine Gearbox ◽

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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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A discussion on using Empirical Mode Decomposition for incipient fault detection and diagnosis of the wind turbine gearbox

2010 World Non-Grid-Connected Wind Power and Energy Conference ◽

10.1109/wnwec.2010.5673197 ◽

2010 ◽

Author(s):

Yanyong Li

Keyword(s):

Fault Detection ◽

Wind Turbine ◽

Empirical Mode Decomposition ◽

Fault Detection And Diagnosis ◽

Wind Turbine Gearbox ◽

Mode Decomposition ◽

Incipient Fault ◽

Detection And Diagnosis ◽

Incipient Fault Detection

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Side‐band algorithm for automatic wind turbine gearbox fault detection and diagnosis

IET Renewable Power Generation ◽

10.1049/iet-rpg.2013.0177 ◽

2014 ◽

Vol 8 (4) ◽

pp. 380-389 ◽

Author(s):

Donatella Zappalá ◽

Peter J. Tavner ◽

Christopher J. Crabtree ◽

Shuangwen Sheng

Keyword(s):

Fault Detection ◽

Wind Turbine ◽

Fault Detection And Diagnosis ◽

Wind Turbine Gearbox ◽

Side Band ◽

Detection And Diagnosis

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Search coil systems for early fault detection in wind turbine generators

2014 International Symposium on Power Electronics, Electrical Drives, Automation and Motion ◽

10.1109/speedam.2014.6871955 ◽

2014 ◽

Author(s):

M. Wehner ◽

B. Ponick

Keyword(s):

Fault Detection ◽

Wind Turbine ◽

Search Coil ◽

Turbine Generators ◽

Wind Turbine Generators ◽

Early Fault Detection

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