A causal learning framework integrating LASSO and information theory for source localization in power system forced oscillations
Deyou Yang, Mingfeng Wang, Zhe Chen, Han Gao
Topics & Concepts
Oscillation (cell signaling)Artificial intelligenceComputer scienceGraphCausal modelDirected graphCausal structureMathematicsAlgorithmMachine learningSignal-flow graphTransfer entropyEntropy (arrow of time)PruningDirected acyclic graphComplex systemOperator (biology)Theoretical computer scienceDynamical systems theoryMutual informationData miningElectric power systemGraph theoryConditional independenceCausal analysisArtificial neural networkInformation flowPower System Optimization and StabilitySmart Grid Security and ResilienceModel Reduction and Neural Networks