scholarly journals A Particle-Filtering Approach for Remaining Useful Life Estimation of Wind Turbine Gearbox

2015 ◽  
Author(s):  
Xiaoliang Fan ◽  
Xiao Yang ◽  
Xinli Li ◽  
Jianming Wang
Keyword(s):  
Wind Turbine ◽  
Particle Filtering ◽  
Remaining Useful Life ◽  
Wind Turbine Gearbox ◽  
Life Estimation ◽  
Useful Life ◽  
Filtering Approach

scholarly journals Failure and Remaining Useful Life Prediction of Wind Turbine Gearboxes

2018 ◽  
Vol 10 (1) ◽  
Author(s):  
Sofia Koukoura
Keyword(s):  
Wind Turbine ◽  
Life Prediction ◽  
Expert Knowledge ◽  
Remaining Useful Life ◽  
Wind Turbine Gearbox ◽  
Life Estimation ◽  
Knowledge Based ◽  
Incipient Faults ◽  
Frame Work ◽  
Useful Life

The purpose of this project is to predict wind turbine gearbox incipient faults using a combination of condition monitoring data. It is expected to contribute in developing a robust frame-work for wind turbine gearbox component incipient failure prediction and remaining useful life estimation. It further pro-poses a solution on how to overcome the challenges of expert knowledge based systems using AI techniques. Wind turbine operation and maintenance decision making confidence can be therefore increased.

scholarly journals Remaining Useful Life Estimation for Rolling Bearing With SIOS-Based Indicator and Particle Filtering

IEEE Access ◽  
2018 ◽  
Vol 6 ◽  
pp. 24521-24532 ◽  
Author(s):  
Mingquan Qiu ◽  
Wei Li ◽  
Fan Jiang ◽  
Zhencai Zhu
Keyword(s):  
Particle Filtering ◽  
Rolling Bearing ◽  
Remaining Useful Life ◽  
Life Estimation ◽  
Useful Life

A hybrid DBN-SOM-PF-based prognostic approach of remaining useful life for wind turbine gearbox

2020 ◽  
Vol 152 ◽  
pp. 138-154 ◽  
Author(s):  
Yubin Pan ◽  
Rongjing Hong ◽  
Jie Chen ◽  
Weiwei Wu
Keyword(s):  
Wind Turbine ◽  
Remaining Useful Life ◽  
Wind Turbine Gearbox ◽  
Useful Life

scholarly journals Prognosis of the Remaining Useful Life of Bearings in a Wind Turbine Gearbox

Energies ◽  
2016 ◽  
Vol 10 (1) ◽  
pp. 32 ◽  
Author(s):  
Wei Teng ◽  
Xiaolong Zhang ◽  
Yibing Liu ◽  
Andrew Kusiak ◽  
Zhiyong Ma
Keyword(s):  
Wind Turbine ◽  
Remaining Useful Life ◽  
Wind Turbine Gearbox ◽  
Useful Life

scholarly journals PCA based health indicator for remaining useful life prediction of wind turbine gearbox

2019 ◽  
Vol 29 ◽  
pp. 31-36
Author(s):  
Sabareesh G R ◽  
Hemanth Mithun Praveen ◽  
Divya Shah ◽  
Krishna Dutt Pandey ◽  
Vamsi I
Keyword(s):  
Wind Turbine ◽  
Life Prediction ◽  
Remaining Useful Life ◽  
Health Indicator ◽  
Wind Turbine Gearbox ◽  
Useful Life

Improved Remaining Useful Life Estimation of Wind Turbine Drivetrain Bearings Under Varying Operating Conditions (VOC)

2020 ◽  
pp. 1-1 ◽  
Author(s):  
Milad Rezamand ◽  
Mojtaba Kordestani ◽  
Marcos E Orchard ◽  
Rupp Carriveau ◽  
David S-K. Ting ◽  
...  
Keyword(s):  
Wind Turbine ◽  
Remaining Useful Life ◽  
Operating Conditions ◽  
Life Estimation ◽  
Useful Life

scholarly journals A neural network filtering approach for similarity-based remaining useful life estimation

2018 ◽  
Vol 101 (1-4) ◽  
pp. 87-103 ◽  
Author(s):  
Oguz Bektas ◽  
Jeffrey A. Jones ◽  
Shankar Sankararaman ◽  
Indranil Roychoudhury ◽  
Kai Goebel
Keyword(s):  
Neural Network ◽  
Remaining Useful Life ◽  
Life Estimation ◽  
Useful Life ◽  
Filtering Approach

scholarly journals Wind turbine gearbox failure and remaining useful life prediction using machine learning techniques

Wind Energy ◽  
2018 ◽  
Vol 22 (3) ◽  
pp. 360-375 ◽  
Author(s):  
James Carroll ◽  
Sofia Koukoura ◽  
Alasdair McDonald ◽  
Anastasis Charalambous ◽  
Stephan Weiss ◽  
...  
Keyword(s):  
Machine Learning ◽  
Wind Turbine ◽  
Life Prediction ◽  
Remaining Useful Life ◽  
Machine Learning Techniques ◽  
Wind Turbine Gearbox ◽  
Learning Techniques ◽  
Useful Life
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