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.
Feasibility, environmental, and economic analysis of alternative fuel distributed power systems for reliable off-grid energy supply,
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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.