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Zi-Xiao Fan

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Open access Sep 2026

Data-Driven Power Flow Calculation Method for Active Distribution Network Based on PIGAT

With the increasing penetration of electric vehicles (EVs) and distributed energy resources, source-load uncertainty, spatiotemporal variability, and nonlinear coupling make rapid and accurate assessment of operating states more difficult in active distribution networks. This paper proposes a Physics-Informed Graph Att...

Shi-Wei Xue, Xue-Kai Hu, Zi-Xiao Fan et al. · 0 citations

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