A deep-learning model with improved capsule networks and LSTM filters for bearing fault diagnosis
Xinliang Zhang, Junwei Kong, Yunji Zhao, Wei Qian, Xiaozhuo Xu
Topics & Concepts
Computer scienceNoise (video)Fault (geology)Artificial intelligenceDeep learningFeature extractionConvolution (computer science)Pattern recognition (psychology)Feature (linguistics)Filter (signal processing)Bearing (navigation)Time domainInterference (communication)Frequency domainComputer visionArtificial neural networkTelecommunicationsGeologyLinguisticsChannel (broadcasting)Image (mathematics)PhilosophySeismologyMedical Imaging and AnalysisMachine Fault Diagnosis TechniquesImbalanced Data Classification Techniques