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Multi-mode non-Gaussian variational autoencoder network with missing sources for anomaly detection of complex electromechanical equipment

Qinyuan Luo, Jinglong Chen, Yanyang Zi, Yuanhong Chang, Yong Feng

2022ISA Transactions29 citationsDOI

Topics & Concepts

Anomaly detectionAutoencoderGaussianPattern recognition (psychology)Latent variableComputer scienceArtificial intelligenceWeibull distributionAnomaly (physics)Gaussian functionExpectation–maximization algorithmAlgorithmMathematicsArtificial neural networkStatisticsPhysicsMaximum likelihoodQuantum mechanicsCondensed matter physicsMachine Fault Diagnosis TechniquesAnomaly Detection Techniques and ApplicationsStructural Integrity and Reliability Analysis
Multi-mode non-Gaussian variational autoencoder network with missing sources for anomaly detection of complex electromechanical equipment | Litcius