Wind Turbine Multi-Fault Detection and Classification Based on SCADA Data

Wind Turbine Multi-Fault Detection and Classification Based on SCADA Data

Due to the increasing installation of wind turbines in remote locations, both onshore and offshore, advanced fault detection and classification strategies have become crucial to accomplish the required levels of reliability and availability. In this work, without using specific tailored devices for...

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Bibliographic Details
Main Authors: Yolanda Vidal, Francesc Pozo, Christian Tutivén
Format: Article
Language:English
Published: MDPI AG 2018-11-01
Series:Energies
Subjects:
wind turbine
fault detection
fault classification
fault diagnosis
principal component analysis
support vector machines
(Fatigue, Aerodynamics, Structures and Turbulence) FAST code
Online Access:https://www.mdpi.com/1996-1073/11/11/3018

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https://www.mdpi.com/1996-1073/11/11/3018

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