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2026. Hybrid Deep Learning Models With Attention Mechanisms For Short-Term Wind Speed Forecasting: A Comprehensive Review And Benchmarking Of CNN–Bilstm–Attention Using Synthetic SCADA-Style Data For Robust Preliminary Validation. International Journal of Multidisciplinary Engineering In Current Research. 11, 5 (May 2026), 1–7. DOI:https://doi.org/10.63665/IJMEC.1105.01.