TY  - JOUR 
AU  - López Flórez, Sebastián
AU  - Hernández González, Guillermo
AU  - Prieto Tejedor, Javier
AU  - Prieta Pintado, Fernando de la
PY  - 2026
SN  - 2666-8270
UR  - http://hdl.handle.net/10366/170167
AB  - [EN]The integration of renewable energy sources into microgrids remains challenging due to generation intermittency, storage inefficiencies, and progressive battery degradation. In this work, our main contribution is a standardized empirical benchmark...
LA  - eng
PB  - Elsevier B.V.
KW  - Energy management
KW  - Energy efficiency optimization
KW  - Risk planning
KW  - Reinforcement learning
TI  - AI-powered predictive control for hybrid renewable microgrids: Integrating photovoltaic generation and battery storage in smart homes and industrial applications
DO  - 10.1016/j.mlwa.2026.100864
T2  - Machine Learning with Applications
VL  - 24
M2  - 100864
ER  -