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Offshore 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: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 JOAO PURUNCAJAS MAZA, Christian Tutivén Gálvez, Joseph Baquerizo, Sampietro J., Vidal Y.Fuentes:scopusStructural Health Monitoring of Offshore Jacket Platforms via Transformers
Conference ObjectAbstract: The goal of this project is to monitor the structural health of jacket-type platforms for offshore wPalabras claves:Damage classification, damage detection, Data-driven, Jacket structure, multivariate, Offshore fixed wind turbine, Structural health monitoring (SHM), TIME SERIES, TRANSFORMER NEURAL NETWORK, Vibration-based SHMAutores:Christian Tutivén Gálvez, Héctor Triviño, Sampietro J., Vidal Y.Fuentes:googlescopus