Calibrated uncertainty quantification for prosumer flexibility aggregation in ancillary service markets

arXiv:2601.14663 · eess.SY, cs.AI, cs.SY · Submitted 2026-01-21 · Read on arXiv

eess.SY, cs.AI, cs.SY

Submitted: 2026-01-21

Updated: 2026-01-21

Terminology

• Uncertainty Quantification — 2× in this paper · explained in 9 episodes
• Conformal Prediction — 1× in this paper · explained in 11 episodes
• Epistemic Uncertainty — 1× in this paper · explained in 12 episodes
• Monte Carlo Dropout — 1× in this paper · explained in 3 episodes
• Surrogate Model — 1× in this paper · explained in 3 episodes

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