Author

Jinggeng Gao

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Open access 2026

A High-Risk Operational Scenario Generation Method for Renewable Energy Base Clusters Based on SR-WGAN-GP

: To address the scarcity of high-risk operating scenario samples in renewable energy base clusters and the limited capability of conventional generative models to preserve risk attributes and temporal structures, this paper proposes a risk-oriented scenario generation method based on an improved generative adversarial...

Jing-Geng Gao, Yan-Hong Ma, Wei Niu et al. · Energy Engineering · 0 citations

Open access Aug 2026

Coordinated Dispatch for Partitioned Power Grids Under Extreme Weather with a Flexibility Supply–Demand Balance Approach

To address the insufficient flexibility in power systems caused by renewable energy output uncertainty during extreme weather events, a coordinated source–network–load–storage (SNLS) dispatch method that combines a flexibility supply–demand balance approach with a partitioned grid framework is proposed to achieve the e...

Yan-Hong Ma, Jing-Geng Gao, Kun Wang et al. · Inventions · 0 citations