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Wind Turbine Condition Monitoring Strategy through Multiway PCA and Multivariate Inference

This article states a condition monitoring strategy for wind turbines using a statistical data-driven modeling approach by means of supervisory control and data acquisition (SCADA) data. Initially, a baseline data-based model is obtained from the healthy wind turbine by means of multiway principal c...

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Principais autores: Francesc Pozo, Yolanda Vidal, Óscar Salgado
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2018-03-01
Serier:Energies
Fag:
wind turbine
condition monitoring
fault detection
principal component analysis
multivariate statistical hypothesis testing
Online adgang:http://www.mdpi.com/1996-1073/11/4/749
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