Author

Ju-Ping Gu

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Open access Oct 2026

Day-Ahead Photovoltaic Forecasting Based on Residual Downscaling and Multi-Scenario Dynamic RBF-LSTM Fusion

The proposed residual-downscaled multi-scenario dynamic fusion (RD-MSDF) framework can obtain lower forecasting errors than other methods under varying irradiance and power-fluctuation conditions and can effectively save the backup capacity for scheduling, as well potential cost of supply and demand power balance dispa...

Jian-Hong Zhu, Long-Yu Guo, Yu He et al. · Sustainability · 0 citations

Open access Oct 2026

Stability Assessment and Damping Control for Grid-Forming Wind-Storage Systems with DC-Side Coupling Dynamics

This work develops a grid-forming control framework integrated with supplementary energy storage, so that permanent-magnet direct-drive wind turbines can deliver primary frequency regulation and inertial support services. Current stability research commonly concentrates on turbine-grid interactions, yet overlooks coupl...

Ju-Ping Gu, Yang Qu, Shun Sang et al. · Energies · 0 citations