Are Hybrid Approaches Combining EKF-UKF and Artificial Neural Networks Key to Unlocking the Full Potential of Sustainable Energy Technologies and Reducing …

WF Liang, M Maesoumi, A Basem, DJ Jasim, AJ Sultan… - Heliyon, 2024 - cell.com
The integration of traditional state estimation techniques like the Extended Kalman Filter
(EKF) and Unscented Kalman Filter (UKF) with modern artificial neural networks (ANNs) …

Short-term multi-step forecasting of rooftop solar power generation using a combined data decomposition and deep learning model of EEMD-GRU

NNV Nhat, DN Huu, TTH Nguyen - Journal of Renewable and …, 2024 - pubs.aip.org
In this study, an integrated forecasting model was developed by combining the ensemble
empirical mode decomposition (EEMD) model and gated recurrent unit (GRU) neural …