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BWO-Optimized CNN-BiGRU-Attention Model for Short-Term Load Forecasting

Short-term load forecasting is essential for optimizing power system operations and supporting renewable energy integration. However, accurately capturing the complex nonlinear features in load data remains challenging. To improve forecasting accuracy, this paper proposes a hybrid CNN-BiGRU-Attentio...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Ruihan Wu, Xin Wen
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2025-12-01
Schriftenreihe:Information
Schlagworte:
short-termload forecasting
Beluga Whale Optimization (BWO)
CNN-BiGRU
attention mechanism
deep learning
Online-Zugang:https://www.mdpi.com/2078-2489/17/1/6
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