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Open access Aug 2026

Decision-Focused Wind Power Forecasting for Economic Dispatch Under Asymmetric Imbalance Costs

Wind power forecasts are commonly trained to minimize statistical errors, although the thermal schedule based on a forecast ultimately incurs asymmetric recourse costs. To connect forecast training with this dispatch consequence, a dispatch-value-oriented forecasting (DVOF) framework is developed by coupling a Mamba-st...

Sen Wang, Wenjie Zhang, Yonghui Sun et al. · 0 citations
Conference Sep 2026

Research on wind power forecasting using a VMD-DE optimized bias-corrected transformer-GRU model

To address the issues of systematic bias and non-stationarity in wind power forecasting, this paper proposes a bias-corrected Transformer-GRU hybrid forecasting model optimized by Variational Mode Decomposition (VMD) and the Differential Evolution (DE) algorithm. First, VMD is employed to adaptively decompose the origi...

Sen Wang · 0 citations

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