A convolutional neural network based degradation indicator construction and health prognosis using bidirectional long short-term memory network for rolling bearings
Yiwei Cheng, Kui Hu, Jun Wu, Haiping Zhu, Xinyu Shao
Topics & Concepts
Convolutional neural networkReliability (semiconductor)Computer scienceBearing (navigation)Artificial neural networkLong short term memoryArtificial intelligenceDeep learningField (mathematics)Degradation (telecommunications)Term (time)Machine learningReliability engineeringData miningEngineeringPattern recognition (psychology)Recurrent neural networkMathematicsQuantum mechanicsPower (physics)Pure mathematicsTelecommunicationsPhysicsMachine Fault Diagnosis TechniquesGear and Bearing Dynamics AnalysisMechanical Failure Analysis and Simulation