Estimating Health Condition of the Wind Turbine Drivetrain System

Condition Monitoring (CM) has been considered as an effective method to enhance the reliability of wind turbines and implement cost-effective maintenance. Thus, adopting an efficient approach for condition monitoring of wind turbines is desirable. This paper presents a data-driven model-based CM app...

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Bibliographic Details
Published in:	Energies (Basel) Vol. 10; no. 10; p. 1583
Main Authors:	Qian, Peng, Ma, Xiandong, Zhang, Dahai
Format:	Journal Article
Language:	English
Published:	Basel MDPI AG 01.10.2017
Subjects:	Alternative energy sources Bonferroni interval condition monitoring drivetrain Efficiency Energy industry Fault diagnosis health condition Neural networks online sequential extreme learning machine (OS-ELM) Turbines Variables Wind power wind turbine United Kingdom > UK United States > US China
ISSN:	1996-1073, 1996-1073
Online Access:	Get full text
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