Mostrando 6 resultados de: 6
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ICINCO 2020 - Proceedings of the 17th International Conference on Informatics in Control, Automation and Robotics(1)
International Conference on Structural Health Monitoring of Intelligent Infrastructure: Transferring Research into Practice, SHMII(1)
Lecture Notes in Civil Engineering(1)
Mathematics(1)
Renewable Energy and Power Quality Journal(1)
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Física aplicada(6)
Ciencias de la computación(2)
Métodos informáticos especiales(2)
Electricidad y electrónica(1)
Ingeniería civil(1)
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 Puruncajas, Christian Tutivén Gálvez, Encalada-Dávila , Vidal Y., William ÁlavaFuentes:googlescopusDamage detection and diagnosis for offshore wind foundations
Conference ObjectAbstract: Structural health monitoring for wind turbines (WT) in remote locations, as offshore, is crucial (PrPalabras claves:Convolutional neural network, Data-driven, Offshore wind turbine, Structural Health Monitoring, Structural vibrationAutores:Bryan Puruncajas, Christian Tutivén Gálvez, Vidal Y.Fuentes:googlescopusFault Prognosis for Wind Turbines' Main Bearing based on SCADA data
Conference ObjectAbstract: The rapid growth of large-scale wind turbines (WT) has changed the requirements in terms of operatioPalabras claves:Convolutional neural network, Fault prognosis, Main bearing, SCADA data, Wind turbineAutores:Ángel Encalada-Dávila, Bryan Puruncajas, Christian Tutivén Gálvez, Vidal Y.Fuentes:scopusOffshore 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 Puruncajas, Christian Tutivén Gálvez, Joseph Baquerizo, Sampietro J., Vidal Y.Fuentes:scopusSiamese Neural Networks for Damage Detection and Diagnosis of Jacket-Type Offshore Wind Turbine Platforms
ArticleAbstract: Offshore wind energy is increasingly being realized at deeper ocean depths where jacket foundationsPalabras claves:Convolutional neural network, damage detection, Damage diagnosis, Data-driven, Jacket structure, Offshore fixed wind turbine, Siamese neural network, Vibration-based SHMAutores:Bryan Puruncajas, Christian Tutivén Gálvez, Joseph Baquerizo, Sampietro J., Vidal Y.Fuentes:scopusVibration-response-only structural health monitoring for offshore wind turbine jacket foundations via convolutional neural networks
ArticleAbstract: This work deals with structural health monitoring for jacket-type foundations of offshore wind turbiPalabras claves:Convolutional neural network, damage detection, Damage identification, Jacket, Offshore wind turbine foundation, Signal-to-image conversion, Structural Health MonitoringAutores:Bryan Puruncajas, Christian Tutivén Gálvez, Vidal Y.Fuentes:googlescopus