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Interpretable sparse learned weights and their entropy based quantification for online machine health monitoring

Tongtong Yan, Dong Wang, Meimei Zheng, Changqing Shen, Tangbin Xia, Zhike Peng

2023Mechanical Systems and Signal Processing22 citationsDOI

Topics & Concepts

InterpretabilityFault detection and isolationMachine learningArtificial intelligenceComputer scienceFault (geology)Entropy (arrow of time)Condition monitoringData miningEngineeringSeismologyActuatorPhysicsQuantum mechanicsElectrical engineeringGeologyMachine Fault Diagnosis TechniquesGear and Bearing Dynamics AnalysisNon-Destructive Testing Techniques
Interpretable sparse learned weights and their entropy based quantification for online machine health monitoring | Litcius