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Anomaly-based fault detection in wind turbine main bearings
ArticleAbstract: Renewable energy is a clean and inexhaustible source of energy, so every year interest in the studyPalabras claves:Autores:Christian Tutivén Gálvez, Lorena Campoverde-Vilela, María Del Cisne Feijóo, Sampietro J., Vidal Y.Fuentes:scopusDamping Ratio Pbkp_rediction for Redundant Cartesian Impedance-Controlled Robots Using Machine Learning Techniques
ArticleAbstract: Implementing impedance control in Cartesian task space or directly at the joint level is a popular oPalabras claves:Cartesian impedance, CatBoost, LightGBM, Machine learning, MCK system, random forest, Robotic manipulator, support vector regressor, XGBoostAutores:Ángel Encalada-Dávila, Carlos Saldarriaga, Christian Tutivén Gálvez, José Patiño, Kao I., Sampietro J.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 Puruncajas, Christian Tutivén Gálvez, Joseph Baquerizo, Sampietro J., Vidal Y.Fuentes:scopusTowards the internet of agents: An analysis of the internet of things from the intelligence and autonomy perspective
ArticleAbstract: Recently, the scientific community has demonstrated a special interest in the process related to thePalabras claves:Agents, internet of things, smart city, Smart health wellbeing, Smart IndustryAutores:Herrera-Sánchez D., Pablo A. Pico-Valencia, Sampietro J., Terriza J.H.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: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