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A fault detection method for pitch actuators faults in wind turbines
ArticleAbstract: The paper presents a model-based fault detection method for pitch actuators faults using the normaliPalabras claves:Fast, Fault Detection, Hardware In the Loop, Parameter estimation, Wind turbineAutores:Acho L., Christian Tutivén Gálvez, Rodellar J., Vidal Y.Fuentes:googlescopusAnomaly-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:scopusConceptual Design of a Vibration Test System Based on a Wave Generator Channel for Lab-Scale Offshore Wind Turbine Jacket Foundations
ArticleAbstract: Structural health monitoring (SHM) systems are designed to continually monitor the health of structuPalabras claves:Accelerometer, DAQ system, vibration system, wavemaker channel, Wind turbineAutores:Ángel Encalada-Dávila, Christian Tutivén Gálvez, Efrain Teran, Pardo L., Vidal Y.Fuentes:googlescopusConvolutional neural network for wind turbine failure classification based on scada data
ArticleAbstract: As a renewable energy source and an alternative to fossil fuels, the wind power industry is growingPalabras claves:Convolutional neural network, Fast, Fault detection and classification, SCADA data, Wind turbineAutores:BRYAN JOAO PURUNCAJAS MAZA, Christian Tutivén Gálvez, Encalada-Dávila , Vidal Y., William ÁlavaFuentes:googlescopusAcceleration-based fault-tolerant control design of offshore fixed wind turbines
ArticleAbstract: Wind turbines (WTs) are basically controlled by varying the generator load torque (with the so-callePalabras claves:fault-tolerant control, offshore wind energy, super-twisting, vibration mitigation, wind turbine controlAutores:Acho L., Christian Tutivén Gálvez, Rodellar J., Vidal Y.Fuentes:googlescopusActive fault tolerant control for pitch actuators failures tested in a hardware-in-the-loop simulation for wind turbine controllers
Conference ObjectAbstract: The number and complexity of control systems in wind turbines (WT) is expanding rapidly, and their dPalabras claves:discrete-time, disturbance compensator, Fast, Fault diagnosis, fault-tolerant-control, Hardware-in-the-LoopAutores: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 JOAO PURUNCAJAS MAZA, Christian Tutivén Gálvez, Moyón L., Vidal Y.Fuentes:googlescopusEarly Fault Diagnosis Strategy for WT Main Bearings Based on SCADA Data and One-Class SVM
ArticleAbstract: To reduce the levelized cost of wind energy, through the reduction in operation and maintenance costPalabras claves:Anomaly detection, condition monitoring, Condition-Based Maintenance, Fault diagnosis, Main bearing, One-Class Support Vector Machine, pbkp_redictive maintenance, SCADA data, Wind turbineAutores:Achicanoy W., Christian Tutivén Gálvez, Insuasty A., Lorena Campoverde-Vilela, Vidal Y.Fuentes:scopusDevelopment of a Wind Turbine Digital-Twin for failure prognosis: First Results
Conference ObjectAbstract: Wind turbines are increasing their generation energy capacity, which requires an increase in reliabiPalabras claves:Actual SCADA data, DIGITAL TWIN, Fault prognosis, Neural networks, Wind turbineAutores:Bolivar Nunez-Montoya, Carlos Naranjo-Riofrio, Christian Tutivén Gálvez, López-Estrada L., Marcelo Fajardo-Pruna, Vidal Y.Fuentes:scopus