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Han-Lin Xia

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Open access Oct 2026

Quantification of Power Grid Frequency Regulation Capacity Demand Based on Deviation Prediction

Driven by global decarbonization goals, the rapid growth of renewable generation is increasing the frequency-regulation burden on power systems. Reliable estimates of regulation-capacity demand are therefore essential for coordinated energy and ancillary-services market clearing and secure grid operation. We develop a...

Hai-Bing Zhang, Hang Zhan, Ya-Wen Zheng et al. · 0 citations

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