Litcius/Paper detail

TFN: An interpretable neural network with time-frequency transform embedded for intelligent fault diagnosis

Qian Chen, Xingjian Dong, Guowei Tu, Dong Wang, Changming Cheng, Baoxuan Zhao, Zhike Peng

2023Mechanical Systems and Signal Processing181 citationsDOI

Topics & Concepts

InterpretabilityComputer scienceConvolutional neural networkPreprocessorFault (geology)Artificial intelligenceKernel (algebra)Artificial neural networkFeature extractionLayer (electronics)Feature (linguistics)Pattern recognition (psychology)Data miningMachine learningGeologyMathematicsSeismologyCombinatoricsOrganic chemistryChemistryLinguisticsPhilosophyMachine Fault Diagnosis TechniquesFault Detection and Control SystemsEngineering Diagnostics and Reliability