Graph attention network with Granger causality map for fault detection and root cause diagnosis
Yingxiang Liu, Behnam Jafarpour
Topics & Concepts
Granger causalityFault detection and isolationConvolutional neural networkBenchmark (surveying)Computer scienceRoot causeRoot cause analysisArtificial intelligenceCausality (physics)GraphData miningProcess (computing)Artificial neural networkFault (geology)Pattern recognition (psychology)Machine learningEngineeringReliability engineeringTheoretical computer scienceSeismologyGeodesyQuantum mechanicsActuatorOperating systemPhysicsGeographyGeologyFault Detection and Control SystemsRisk and Safety AnalysisMineral Processing and Grinding