Decision-Gated Surrogate-Assisted Stochastic Optimization with Independent High-Fidelity Certification for Photovoltaic Hosting-Capacity Planning

arXiv:2609.30847 · eess.SY, cs.SY · Submitted 2026-09-25 · Read on arXiv

eess.SY, cs.SY

Submitted: 2026-09-25

Updated: 2026-09-25

Terminology

Fidelity — 41× in this paper · explained in 2 episodes
Accuracy — 7× in this paper · explained in 1 episode
Robustness — 6× in this paper · explained in 5 episodes
Consistency — 3× in this paper · explained in 3 episodes
ALFRD — 2× in this paper · explained in 1 episode
Neural Surrogates — 2× in this paper · explained in 2 episodes
Regularization — 2× in this paper · explained in 3 episodes
Verification — 2× in this paper · explained in 2 episodes
Ablation — 1× in this paper · explained in 1 episode
Active Learning — 1× in this paper · explained in 6 episodes
Adaptation — 1× in this paper · explained in 1 episode
Adaptive Sampling — 1× in this paper · explained in 1 episode
Benchmark — 1× in this paper · explained in 2 episodes
Calibration — 1× in this paper · explained in 7 episodes
Decoupling — 1× in this paper · explained in 2 episodes
Generative AI — 1× in this paper · explained in 2 episodes
Inverse Problem — 1× in this paper · explained in 2 episodes
Multi-objective Optimization — 1× in this paper · explained in 4 episodes
Transferability — 1× in this paper · explained in 4 episodes
Transformer — 1× in this paper · explained in 2 episodes
Two-Stage Optimization — 1× in this paper · explained in 2 episodes

Sources

Chance-constrained Solar PV Hosting Capacity Assessment for Distribution Grids Using Gaussian Process and Logit Learning

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