Fault Detection Algorithm for Wind Turbines’ Pitch Actuator Systems

A fault detection innovation to wind turbines’ pitch actuators is an important subject to guarantee the efficiency wind energy conversion and long lifetime operation of these rotatory machines. Therefore, a recent and effective fault detection algorithm is conceived to detect faults on wind turbine...

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Vydáno v:Energies (Basel) Ročník 13; číslo 11; s. 2861
Hlavní autoři: Pujol-Vazquez, Gisela, Acho, Leonardo, Gibergans-Báguena, José
Médium: Journal Article
Jazyk:angličtina
Vydáno: Basel MDPI AG 01.06.2020
Témata:
Algorithms
Design
Experiments
fault detection
interval observer
Parameter estimation
pitch actuator
Signal processing
Turbines
wind turbines
ISSN:1996-1073, 1996-1073
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Popis
Shrnutí:A fault detection innovation to wind turbines’ pitch actuators is an important subject to guarantee the efficiency wind energy conversion and long lifetime operation of these rotatory machines. Therefore, a recent and effective fault detection algorithm is conceived to detect faults on wind turbine pitch actuators. This approach is based on the interval observer framework theory that has proved to be an efficient tool to measure dynamic uncertainties in dynamical systems. It is evident that almost any fault in any actuator may affect its historical-time behavior. Hence, and properly conceptualized, a fault detection system can be successfully designed based on interval observer dynamics. This is precisely our main contribution. Additionally, we realize a numerical analysis to evaluate the performance of our approach by using a dynamic model of a pitch actuator device with faults. The numerical experiments support our main contribution.
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ISSN:1996-1073
1996-1073
DOI:10.3390/en13112861