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Author

Min Xu

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Conference Aug 2026

Dynamic optimization method for complex operating conditions of power supply services based on spatiotemporal graph neural networks

A condition aware dynamic source-load aggregation (CA-DSSA), validated on the IEEE 33-bus distribution system across seven distinct operating conditions, whose core innovation is a differentiable soft graph partitioning layer whose zone boundaries are continuously generated by an operating-condition encoder, enabling j...

Qinghe Sun, Ai-Hua Zhou, Min Xu et al. · 0 citations
Conference Aug 2026

Fast deduction method for new energy distribution networks integrating conventional and extreme scenarios based on graph computing

The proposed fast operation situation deduction method can be seamlessly integrated with the distribution network automation system, and effectively supports the conventional operation monitoring and extreme scenario emergency disposal of high-penetration new energy distribution networks, with significant theoretical v...

Gang Wang, He Wang, Lin Peng et al. · 0 citations

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