Author

Fan Zhang

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Conference Aug 2026

Short-Term Wind Power Forecasting under Extreme Weather Based on Improved TimeGAN and GAT-Crossformer

To overcome the combined issues of intricate weather feature dynamics and insufficient data under extreme conditions, a short-term wind power prediction framework is presented, leveraging a modified time-series generative adversarial network (TimeGAN) alongside a GAT-Crossformer network. First, raw data corresponding t...

Shi-Xian Pan, Xu-Dong Hu, Zi-Kang Xian et al. · 2026 6th Power System and Gr... · 0 citations

Open access Sep 2026

LMDI-Tapio analysis and scenario-based carbon emission reduction pathways for the southern power grid region in China: insights from comparative reference regions

Decarbonizing regional power systems is essential for achieving China’s carbon-neutrality targets. However, analyses conducted only at the national or provincial level may overlook the functional interdependence among electricity demand, generation structure, and cross-provincial power transfers. This study examines th...

Fan Zhang, Yan-Lu Huang, Zi-Fei Wang et al. · Energy Efficiency · 0 citations

#graph neural networks Open access Aug 2026

An edge AI‐powered power converter hardware platform for practical end‐to‐end AI‐to‐converter closed‐loop deployment

An edge AI‐powered power converter (EAI‐PC) hardware platform that utilizes locally deployed edge intelligence to establish bidirectional data exchange between converter low‐level control and EAI upper‐layer command dispatch and features an end‐to‐end AI‐to‐converter closed‐loop deployment framework.

Ping-Yang Sun, Fan Zhang, Zi-Hang Qiu et al. · Energy Conversion and Econom... · 0 citations