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Author

Yixin Chang

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Open access 2026

Bi-Timescale Hierarchical Safe Reinforcement Learning for Coordinated Virtual Inertia and Damping Control in Grid-Forming Converters

The increasing penetration of inverter-based renewable generation has reduced system inertia and posed new challenges to frequency stability in modern power systems. Virtual synchronous generator (VSG) control can provide virtual inertia and damping support, but its performance strongly depends on the proper coordinati...

Zhi-Lin Dong, Hao-Qing Xiong, Rongqian Su et al. · 0 citations
Jul 2026

State-guided continuous temporal-range modulation for ultra-short-term photovoltaic power forecasting

ABSTRACT Ultra-short-term photovoltaic (PV) power forecasting is vital for power systems with high renewable penetration. Under volatile weather, PV output is dominated by short-term fluctuations, while long-range history becomes weakly informative or even noisy. However, most forecasters rely on fixed temporal recepti...

Zhilin Dong, Qianfeng Shen, Yixin Chang et al. · 0 citations

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