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An adaptive fault detection and root-cause analysis scheme for complex industrial processes using moving window KPCA and information geometric causal inference

Yan‐Ning Sun, Wei Qin, Zilong Zhuang, Hongwei Xu

2021Journal of Intelligent Manufacturing76 citationsDOI

Topics & Concepts

Fault detection and isolationData miningProcess (computing)EngineeringFault (geology)Scheme (mathematics)Kernel principal component analysisInferenceArtificial intelligenceComputer scienceRoot causePattern recognition (psychology)Machine learningReliability engineeringSupport vector machineKernel methodMathematicsSeismologyGeologyMathematical analysisOperating systemActuatorFault Detection and Control SystemsSpectroscopy and Chemometric AnalysesIndustrial Vision Systems and Defect Detection
An adaptive fault detection and root-cause analysis scheme for complex industrial processes using moving window KPCA and information geometric causal inference | Litcius