Spatiotemporal non-negative projected convolutional network with bidirectional NMF and 3DCNN for remaining useful life estimation of bearings
Xu Wang, Tianyang Wang, Anbo Ming, Wei Zhang, Aihua Li, Fulei Chu
Topics & Concepts
PrognosticsComputer scienceBearing (navigation)Artificial intelligencePattern recognition (psychology)Non-negative matrix factorizationFeature (linguistics)Reliability (semiconductor)Convolutional neural networkDeep learningFeature learningData miningMatrix decompositionQuantum mechanicsPower (physics)PhysicsPhilosophyLinguisticsEigenvalues and eigenvectorsMachine Fault Diagnosis TechniquesGear and Bearing Dynamics AnalysisMechanical Failure Analysis and Simulation