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Renewable Energy and Power Quality Journal(2)
2024 21st International Conference on Ubiquitous Robots, UR 2024(1)
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Convolutional 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: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:scopusSCADA 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:googlescopusWind turbine multi-fault detection based on scada data via an autoencoder
ArticleAbstract: Nowadays, wind turbine fault detection strategies are settled as a meaningful pipeline to achieve rePalabras claves:Autoencoder, Multi-Fault Detection, Normality Model, SCADA data, Wind turbineAutores:Ángel Encalada-Dávila, BRYAN JOAO PURUNCAJAS MAZA, Christian Tutivén Gálvez, Vidal Y.Fuentes:googlescopusMARVIN: Mobile Autonomous Robot Vehicle for Investigation & Navigation
Conference ObjectAbstract: Self-driving vehicles are a rising field for investigation; both in the commercial and academic worlPalabras claves:accessibility, movement control, ROS 2, Self-driving vehiclesAutores:Angel Andrés Recalde Lino, Christian Tutivén Gálvez, Edwin Valarezo Anazco, Francisco Yumbla, Luis Andrade, Marcelo Fajardo-Pruna, Ricardo Cajo DiazFuentes:scopus