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Hardware 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: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:googlescopusConceptual 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:googlescopusDetecting bearing failures in wind energy parks: A main bearing early damage detection method using SCADA data and a convolutional autoencoder
ArticleAbstract: Wind energy maintenance and operation costs can total millions of dollars each year in an average inPalabras claves:Autoencoder, Fault Detection, Wind turbineAutores:Ángel Encalada-Dávila, Benalcázar-Parra C., Christian Tutivén Gálvez, Vidal Y.Fuentes:googlescopusDetection of Jacket Offshore Wind Turbine Structural Damage using an 1D-Convolutional Neural Network with a Support Vector Machine Layer
Conference ObjectAbstract: Because offshore wind turbines, particularly their foundations, operate in hostile environments, impPalabras claves:Autores:Benalcázar C., Christian Tutivén Gálvez, Sueanny Moreno, Vidal Y.Fuentes:googlescopus