Mid-term power load forecasting using an ensemble deep learning model with BKA and CWGAN-GP enhancements. [PDF]
Luo S, Chen X, Pang X, Wang B, Zheng Z.
europepmc +1 more source
MTMF-Grid: A multi-task multi-modal fusion model for operational forecasting and decision support in power grids. [PDF]
Zhang D +5 more
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Electricity consumption prediction using an advanced spatial-temporal deep learning framework. [PDF]
A Palan V, N S.
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A Multi-Strategy Enhanced Whale Optimization Algorithm for Long Short-Term Memory-Application to Short-Term Power Load Forecasting for Microgrid Buildings. [PDF]
Qu L, Teng Q, Mai H, Chen J.
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A novel reinforcement learning-based approach for short-term load and price forecasting in energy markets. [PDF]
Wu Y, Ma Y, Aliev H.
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A hybrid optimal feature selection and Conv-LSTM model (OFSCL) for short-term energy demand forecasting in distribution substations of Ahvaz, Iran. [PDF]
Mehr MM, Farzin H, Mashhour E.
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Blockchain and bio-inspired deep learning for energy-efficient EV-to-grid optimization. [PDF]
Ravindhar NV +3 more
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Fuzzy time series for short-term residential load forecasting in smart grids. [PDF]
Kazim U +7 more
europepmc +1 more source
Ensemble Entropy with Adaptive Deep Fusion for Short-Term Power Load Forecasting. [PDF]
Wang Y +7 more
europepmc +1 more source
CLM-former for enhancing multi-horizon time series forecasting and load prediction in smart microgrids using a robust transformer-based model. [PDF]
Rahmatinia SM +2 more
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