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Multisensory collaborative damage diagnosis of a 10 MW floating offshore wind turbine tendons using multi-scale convolutional neural network with attention mechanism

Zifei Xu, Musa Bashir, Yang Yang, Xinyu Wang, Jin Wang, N.N. Ekere, Chun Li

2022Renewable Energy21 citationsDOI

Topics & Concepts

TurbineComputer scienceConvolutional neural networkOffshore wind powerArtificial intelligenceMechanism (biology)GeneralizationScale (ratio)Wind powerReliability engineeringPattern recognition (psychology)SimulationMarine engineeringMachine learningEngineeringElectrical engineeringMechanical engineeringMathematicsQuantum mechanicsPhysicsEpistemologyMathematical analysisPhilosophyStructural Health Monitoring TechniquesNon-Destructive Testing TechniquesMachine Fault Diagnosis Techniques
Multisensory collaborative damage diagnosis of a 10 MW floating offshore wind turbine tendons using multi-scale convolutional neural network with attention mechanism | Litcius