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Renewable Energy and Power Quality Journal(2)
9th European Workshop on Structural Health Monitoring, EWSHM 2018(1)
Energies(1)
IEEE/ASME Transactions on Mechatronics(1)
Sensors(1)
Anomaly-based fault detection in wind turbine main bearings
ArticleAbstract: Renewable energy is a clean and inexhaustible source of energy, so every year interest in the studyPalabras claves:Autores:Christian Tutivén Gálvez, Lorena Campoverde-Vilela, María Del Cisne Feijóo, Sampietro J., Vidal Y.Fuentes:scopusFault detection and isolation of pitch actuator faults in a floating wind turbine
Conference ObjectAbstract: In this work, the problem of detection and isolation of pitch actuator faults in wind turbines (WTs)Palabras claves:Fault Detection, Fault isolation, Interval observer, Residual signalAutores:Acho L., Christian Tutivén Gálvez, Rodellar J., Vidal Y.Fuentes:googlescopusFault diagnosis and fault-tolerant control ofwind turbines via a discrete time controller with a disturbance compensator
ArticleAbstract: This paper develops a fault diagnosis (FD) and fault-tolerant control (FTC) of pitch actuators in wiPalabras claves:Discrete time, disturbance compensator, Fast, Fault Detection, Fault diagnosis, Fault isolation, fault-tolerant-controlAutores:Acho L., Christian Tutivén Gálvez, Rodellar J., Vidal Y.Fuentes:googlescopusEarly Detection of Main Bearing Damage in Wind Turbines
ArticleAbstract: According to the European Wind Energy Academy (EAWE), the wind industry has recognized that main beaPalabras claves:Fault Detection, GRU neural networks, Main bearing, SCADA data, Wind turbineAutores:Ángel Encalada-Dávila, Christian Tutivén Gálvez, Moyón L., Vidal Y.Fuentes:googlescopusEarly Fault Detection in the Main Bearing of Wind Turbines Based on Gated Recurrent Unit (GRU) Neural Networks and SCADA Data
ArticleAbstract: Failures in the main bearings of wind turbines are critical in terms of downtime and replacement cosPalabras claves:Anomaly detection, Early fault detection, gated recurrent unit (GRU) neural network (NN), Main bearing, supervisory control and data acquisition (SCADA) data, wind turbine (WT)Autores:Ángel Encalada-Dávila, Bryan Puruncajas, Christian Tutivén Gálvez, Moyón L., Vidal Y.Fuentes:googlescopusMulti-fault diagnosis for wind turbines based on principal component analysis and support vector machines
Conference ObjectAbstract: The reliability requirements of wind turbine (WT) components have increased significantly in recentPalabras claves:Autores:Christian Tutivén Gálvez, Pozo F., Vidal Y.Fuentes:googlescopusVariable structure strategy to avoid torque control saturation of a wind turbine in the presence of faults
ArticleAbstract: �Every physical actuator is subject to saturation. It has been well recognized that, when the actuatPalabras claves:Fault Detection, Faults, Saturation, Torque control, Wind turbineAutores:Acho L., Christian Tutivén Gálvez, Rodellar J., Vidal Y.Fuentes:googlescopusWind turbine main bearing fault prognosis based solely on scada data
ArticleAbstract: As stated by the European Academy of Wind Energy (EAWE), the wind industry has identified main beariPalabras claves:Fault prognosis, Main bearing, Normality Model, Real SCADA data, Wind turbineAutores:Ángel Encalada-Dávila, Bryan Puruncajas, Christian Tutivén Gálvez, Vidal Y.Fuentes:googlescopus