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Guldana Taganova

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Open access Jul 2026

B-TGPRF: A Bayesian Temporal Graph Probabilistic Model for Calibrated Overload-Risk Forecasting in Power Transmission Grids

Modern power transmission grids are increasingly operated under volatile load, variable generation, and near-limit line-flow conditions. In such environments, deterministic line-flow forecasting is insufficient for operational decision support because operators require calibrated risk probabilities, uncertainty interva...

Assem Shayakhmetova, N. Tasbolatuly, Guldana Taganova et al. · 0 citations

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