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Crack Location in Wind Turbine Blades Using Vibration Signal and Support Vector Machine

This study introduces a new method to locate cracks in wind turbine blades using the support vector machine algorithm and the tangential vibration signal measured at the root blade in static conditions. The method was implemented in hardware and experimentally validated on 200 W wind turbine blades....

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Perla Y. Sevilla-Camacho, José B. Robles-Ocampo, Juvenal Rodríguez-Resendíz, Sergio De la Cruz-Arreola, Marco A. Zuñiga-Reyes, Edwin N. Hernández-Estrada
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2025-04-01
Schriftenreihe:Vibration
Schlagworte:
crack location
wind turbine
blade
vibration signal
machine learning
support vector machine
Online-Zugang:https://www.mdpi.com/2571-631X/8/2/20
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