Dynamic Fault Monitoring of Pitch System in Wind Turbines using Selective Ensemble Small-World Neural Networks

Dynamic Fault Monitoring of Pitch System in Wind Turbines using Selective Ensemble Small-World Neural Networks

Pitch system failures occur primarily because wind turbines typically work in dynamic and variable environments. Conventional monitoring strategies show limitations of continuously identifying faults in most cases, especially when rapidly changing winds occur. A novel selective-ensemble monitoring s...

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Bibliographic Details
Main Authors: Meng Li, Shuangxin Wang
Format: Article
Language:English
Published: MDPI AG 2019-08-01
Series:Energies
Subjects:
pitch system
dynamic fault monitoring
selective ensemble learning
small-world neural network (SWNN)
reliability
Online Access:https://www.mdpi.com/1996-1073/12/17/3256

Internet

https://www.mdpi.com/1996-1073/12/17/3256

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