Author

Dong Ma

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Conference Aug 2026

Model Predictive Control-Based Coordinated Frequency Regulation of Wind Power and Energy Storage Systems

The growing share of wind power in electricity generation has been pushing out conventional synchronous units, and the overall inertia available to the power system keeps dropping. When inertia gets low, even a moderate mismatch between generation and load can pull frequency outside safe limits before primary regulatio...

Dong Ma, Shi-Ming Chen, Shan-Qing Wu et al. · 2026 2nd International Confe... · 0 citations

Open access Jul 2026

Cloud–edge collaborative intelligence for wind power forecasting: large–small model synergy with LightGBM and CNN–BiLSTM

A novel cloud–edge collaborative intelligence framework which enables synergy between large and small models for STWPF and outperforms state-of-the-art baselines, highlighting the practical value of the framework.

Zhiqiang Jiang, Changfu You, Dong Ma et al. · Journal of Cloud Computing · 0 citations