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Teng-Fei Zhang

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Open access Sep 2026

Hybrid DNN and EnKF framework for dynamic state estimation in power systems

A deep neural network-based dynamic SE framework with physics-constrained and ensemble Kalman filter-guided training that jointly incorporates prior-state supervision, EnKF-based covariance-aware correction, and nonlinear AC measurement consistency is proposed.

Teng-Fei Zhang, Xue Li, Jun-Biao Yang · 0 citations

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