The framework combines convex hull modeling of long-duration storage, offline hindsight trajectories for kernel regression training, and adaptive OCO with reference tracking to achieve sublinear regret and substantial cost reductions in microgrid operations.
Long-term operation of isolated microgrids with renewables and hybrid seasonal-battery storage,
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Online Convex Optimization for Coordinated Long-Term and Short-Term Isolated Microgrid Dispatch
The framework combines convex hull modeling of long-duration storage, offline hindsight trajectories for kernel regression training, and adaptive OCO with reference tracking to achieve sublinear regret and substantial cost reductions in microgrid operations.