A physics-informed neural representation is learned from safe data to support distributional hypothesis testing for dynamical instability in stochastic DAE systems without repeated simulations.
Defini- tion and classification of power system stability ieee/cigre joint task force on stability terms and definitions.IEEE transactions on Power Systems, 19(3):1387–1401, 2004
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Learning to Test: Physics-Informed Representation for Dynamical Instability Detection
A physics-informed neural representation is learned from safe data to support distributional hypothesis testing for dynamical instability in stochastic DAE systems without repeated simulations.