Author

Qi-Xiang Huang

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Open access Oct 2026

Leakage-Controlled Multi-Horizon Forecasting and Rolling-Horizon MILP Dispatch for an Islanded PV–Battery Microgrid with Secondary Wind Generation

Forecast-driven dispatch studies for renewable-storage microgrids can be weakened by feature leakage, non-receding dispatch windows, and inconsistent planned/realized evaluation scopes. This article presents a reproducible workflow-oriented low-code audit for an islanded photovoltaic (PV)-battery benchmark with seconda...

Meng-Han Xiao, Xun Xu, Chang Ye et al. · Energies · 0 citations

Open access Aug 2026

SOC- and RoCoF-Aware Bounded Adaptive Droop Control of Battery Energy Storage for Fast Frequency Response in Islanded Renewable Energy Systems

High penetration of converter-interfaced photovoltaic and wind generation reduces the effective inertia of islanded renewable energy systems and makes frequency stability more sensitive to load and renewable-power disturbances. This paper proposes a bounded adaptive droop framework for battery energy storage system (BE...

Jia-Cheng Li, Meng-Han Xiao, Qi-Xiang Huang et al. · Applied Sciences · 0 citations

Open access Aug 2026

Fast Adaptive Reactive-Power Compensation Control for Renewable Power Plants Considering Dynamic Active-Power–Voltage Coupling

Renewable power plants connected to low-system-strength grids are increasingly dominated by inverter-based resources (IBRs). Their point of common coupling (PCC) voltage is therefore shaped not only by reactive-power support but also by active-power ramps, network impedance, short-circuit capacity, and converter limits...

Jia-Cheng Li, Chang Ye, Meng-Han Xiao et al. · Energies · 0 citations