The paper proposes a CVaR-guided decision-focused learning framework with risk-triggered re-optimization that improves probabilistic load forecasting and two-stage robust microgrid operation while reducing online computation.
Day-ahead and intraday multi-time scale microgrid scheduling based on light robustness and mpc,
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CVaR-Guided Decision-Focused Learning and Risk-Triggered Re-Optimization for Two-Stage Robust Microgrid Operation
The paper proposes a CVaR-guided decision-focused learning framework with risk-triggered re-optimization that improves probabilistic load forecasting and two-stage robust microgrid operation while reducing online computation.