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Hui-Chun Hua

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Open access Sep 2026

Surrogate Modeling of the Electric Field in the End-Winding Region of Pumped-Storage Generator Stators Based on Deep Neural Networks

The end-winding insulation structure of stator windings in pumped-storage generator units is complex, with pronounced electric field concentration under out-of-phase conditions, making them critical concerns in insulation design and condition-based maintenance. Although the finite element method (FEM) offers reliable a...

Chun-Xu Qin, Yi-Ran Ma, Hui-Juan Liang et al. · 0 citations

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