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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: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:googlescopusHardware in the loop wind turbine simulator for control system testing
Book PartAbstract: This chapter illustrates how to set up an inexpensive but effective Hardware-in-the-Loop (HIL) platfPalabras claves:Arduino, control, Fast, Fault, Hardware-in-the-LoopAutores:Acho L., Christian Tutivén Gálvez, Luo N., Vidal Y.Fuentes:googlescopusHysteresis-Based Design of Dynamic Reference Trajectories to Avoid Saturation in Controlled Wind Turbines
ArticleAbstract: The main objective of this paper is to design a dynamic reference trajectory based on hysteresis toPalabras claves:avoid saturation, fault tolerant control, Hysteresis, super-twisting, Wind turbineAutores:Acho L., Christian Tutivén Gálvez, Rodellar J., Vidal Y.Fuentes:googlescopusFault 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:googlescopusSCADA Data-Driven Wind Turbine Main Bearing Fault Prognosis Based on Principal Component Analysis
Conference ObjectAbstract: Condition monitoring for wind turbines is essential for the further development of wind farms. CurrePalabras claves:Autores:Benaláazar-Parra C., Christian Tutivén Gálvez, Lorena Campoverde, Vidal Y.Fuentes:googlescopusMain Bearing Fault Prognosis in Wind Turbines based on Gated Recurrent Unit Neural Networks
ArticleAbstract: The transition from onshore to offshore wind farms is an imminent fact in the future. It supposes toPalabras claves:Fault prognosis, GRU neural networks, Main bearing, SCADA data, Wind turbineAutores:Ángel Encalada-Dávila, BRYAN JOAO PURUNCAJAS MAZA, Christian Tutivén Gálvez, Moyón L., Vidal Y.Fuentes:googlescopusOffshore Wind Turbine Jacket Damage Detection via a Siamese Neural Network
Conference ObjectAbstract: This paper states a methodology to detect damage in the support structure of offshore wind turbines.Palabras claves:Convolutional neural network, Damage classification, damage detection, Data-driven, Jacket structure, Offshore fixed wind turbine, Siamese neural network, Vibration-based SHMAutores:BRYAN JOAO PURUNCAJAS MAZA, Christian Tutivén Gálvez, Joseph Baquerizo, Sampietro J., Vidal Y.Fuentes:scopus