scholarly journals Smart Wind Turbine: Artificial Intelligence based Condition Monitoring System

2019 ◽  
Author(s):  
Afshin Tafazzoli ◽  
Alvaro Mayo
Keyword(s):  
Artificial Intelligence ◽  
Wind Turbine ◽  
Monitoring System ◽  
Condition Monitoring ◽  
Condition Monitoring System

Wind Turbine Failure Prediction Model using SCADA-based Condition Monitoring System

2021 ◽  
Author(s):  
Bara Alzawaideh ◽  
Payam Teimourzadeh Baboli ◽  
Davood Babazadeh ◽  
Susanne Horodyvskyy ◽  
Isabel Koprek ◽  
...  
Keyword(s):  
Prediction Model ◽  
Wind Turbine ◽  
Monitoring System ◽  
Condition Monitoring ◽  
Failure Prediction ◽  
Condition Monitoring System

Vibration condition monitoring system for wind turbine bearings based on noise suppression with multi-point data fusion

2016 ◽  
Vol 92 ◽  
pp. 104-116 ◽  
Author(s):  
Dong Yang ◽  
Hui Li ◽  
Yaogang Hu ◽  
Jie Zhao ◽  
Hongwei Xiao ◽  
...  
Keyword(s):  
Data Fusion ◽  
Wind Turbine ◽  
Monitoring System ◽  
Condition Monitoring ◽  
Noise Suppression ◽  
Vibration Condition ◽  
Point Data ◽  
Condition Monitoring System

How to Improve the Reliability of Wind Turbines

2011 ◽  
Vol 58-60 ◽  
pp. 771-775
Author(s):  
Hai Bo Zhang ◽  
Liang Liu
Keyword(s):  
Wind Turbine ◽  
Monitoring System ◽  
Condition Monitoring ◽  
Wind Turbines ◽  
Lubrication System ◽  
Component Failure ◽  
Time Condition ◽  
Automatic Lubrication ◽  
Potential Component ◽  
Condition Monitoring System

According to the failure of wind turbines in operation, the failure cause and phenomenon of wind turbines is analyzed, combined with the reliability of wind turbine subsystems, measures aiming at cooperation parts and purchased parts are proposed, the reliability of the whole wind turbines is improved in a certain extent. At the same time, condition monitoring system can carry through the early detecting and diagnosing to potential component failure maintain. Besides, automatic lubrication system can realize accurate and timeliness lubrication, also can reduce maintenance workload, preserve correct lubrication and smooth running of all parts.

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