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...

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Autori principali:	Ruihan Wu, Xin Wen
Natura:	Artigo
Lingua:	Inglês
Pubblicazione:	MDPI AG 2025-12-01
Serie:	Information
Soggetti:	short-termload forecasting Beluga Whale Optimization (BWO) CNN-BiGRU attention mechanism deep learning
Accesso online:	https://www.mdpi.com/2078-2489/17/1/6
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