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Author

Xiao Chang

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Open access Sep 2026

Flexible resource aggregation two-stage scheduling optimization model considering multiple uncertainties in the market environment

High shares of wind and photovoltaic (PV) generation increase the flexibility needed to balance uncertain net load. This study develops a two-stage robust capacity-planning model for controllable distributed generation, battery storage, and hydrogen energy storage under wind, PV, and load uncertainty. Upward and downwa...

Chao Zhang, Liang-Liang Chang, Peng Wei et al. · 0 citations

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