Simplified Granger causality map for data-driven root cause diagnosis of process disturbances
Yi Liu, Han-Sheng Chen, Haibin Wu, Yun Dai, Yuan Yao, Zhengbing Yan
Topics & Concepts
Process (computing)GraphRoot cause analysisRoot causeCausality (physics)Granger causalityBenchmark (surveying)Computer scienceRoot (linguistics)Vertex (graph theory)Causal modelAlgorithmData miningMathematicsTheoretical computer scienceMachine learningEngineeringStatisticsReliability engineeringOperating systemGeographyQuantum mechanicsLinguisticsGeodesyPhilosophyPhysicsFault Detection and Control SystemsMineral Processing and GrindingRisk and Safety Analysis