Large Deviation Theory approximates rare voltage collapse probabilities via first- and second-order instanton methods that locate the most probable failure point and incorporate boundary curvature.
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A Gaussian-core potential plus superstatistics reproduces the bimodal frequency distributions, central suppression, and heavy tails observed in Great Britain grid data as inertia declines.
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Computing Rare Probabilities of Voltage Collapse
Large Deviation Theory approximates rare voltage collapse probabilities via first- and second-order instanton methods that locate the most probable failure point and incorporate boundary curvature.
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Stochastic Modeling of Power-Grid Frequency Fluctuations in Low-Inertia Systems via a Gaussian-Core Potential and Superstatistics
A Gaussian-core potential plus superstatistics reproduces the bimodal frequency distributions, central suppression, and heavy tails observed in Great Britain grid data as inertia declines.