Fuzzy reliability evaluation and machine learning-based fault prediction of wind turbines

Author:

An Jinjing,Hu Xin,Gong Li,Zou Zhuo,Zheng Li-Rong

Funder

Guangdong Provincial Department of Science and Technology

Publisher

Elsevier BV

Reference46 articles.

1. Gloabal Wind Energy Council, Global Wind Report 2021. https://gwec.net/global-wind-report-2021/, 2021. (accessed 10 March 2022).

2. Is the future development of wind energy compromised by the availability of raw materials?;Gonzalez;J. Phy.: Conference Series,2018

3. Reliability prediction of an offshore wind turbine gearbox;Bhardwaj;Renew. Energy,2019

4. Using SCADA data for wind turbine condition monitoring – a review;Tautz-Weinert;IET Renew. Power Generation,2016

5. An Ensemble Learning Solution for Predictive Maintenance of Wind Turbines Main Bearing;Beretta;Sensors. (Basel),2021

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