An uncertainty-aware optimization model that treats SOC uncertainty as decision-dependent outperforms fixed-margin and adaptive-margin approaches in revenue maximization while ensuring frequency reserve delivery.
The influence of frequency containment reserve on the operational data and the state of health of the hybrid stationary large-scale storage system
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Optimal Battery Bidding under Decision-Dependent State-of-Charge Uncertainties
An uncertainty-aware optimization model that treats SOC uncertainty as decision-dependent outperforms fixed-margin and adaptive-margin approaches in revenue maximization while ensuring frequency reserve delivery.