Intelligent fault diagnosis of Wind Turbines via a Deep Learning Network Using Parallel Convolution Layers with Multi-Scale Kernels
Yuanhong Chang, Jinglong Chen, Cheng Qu, Tongyang Pan
Topics & Concepts
Fault (geology)Computer scienceWind powerConvolutional neural networkTurbineConvolution (computer science)Noise (video)Discriminative modelArtificial intelligenceGeneralizationBearing (navigation)Deep learningArtificial neural networkPattern recognition (psychology)Machine learningReal-time computingEngineeringMathematicsSeismologyElectrical engineeringGeologyMechanical engineeringMathematical analysisImage (mathematics)Machine Fault Diagnosis TechniquesGear and Bearing Dynamics AnalysisEngineering Diagnostics and Reliability