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eess.SY2026
Finite-Sample Limits of Entropy-Based Structure Identification in Discretized Nonlinear Systems
Pratishtha Shukla, James Nutaro
Discretization fundamentally limits structure identification in stochastic systems. When system stochasticity exceeds the discretization resolution, entropy-based methods lose thei…
eess.SY2026
Dynamic Operational Reserve Margin Assessment from Risk-Constrained Unit Commitment States
Pratishtha Shukla, Shaked Regev, Evan J. R. Brody +2
We propose Dynamic Reserve Margin (DRM) as a time-varying operational adequacy metric derived from risk-constrained unit commitment (RCUC) states. DRM quantifies reserve adequacy u…