Forecast-Based Energy Management for Optimal Energy Dispatch in a Microgrid
This article describes the development of an optimal and predictive energy management system (EMS) for a microgrid with a high photovoltaic (PV) power contribution. The EMS utilizes a predictive long-short-term memory (LSTM) neural network trained on real PV power and consumption data. Optimal EMS d...
Autores principales: | Duran Siguenza, Juan Francisco, Minchala Avila, Luis Ismael |
---|---|
Formato: | ARTÍCULO |
Lenguaje: | es_ES |
Publicado: |
2024
|
Materias: | |
Acceso en línea: | http://dspace.ucuenca.edu.ec/handle/123456789/44241 https://www.scopus.com/record/display.uri?eid=2-s2.0-85183321555&doi=10.3390%2fen17020486&origin=inward&txGid=ba7951cac78e82c760eeb6bdf5ef6fa7 |
Ejemplares similares
-
Optimal Energy Management within a Microgrid: A Comparative Study
por: Polanco Vasquez, Luis Orlando, et al.
Publicado: (2020) -
Modeling and Energy Management of a Microgrid Based on Predictive Control Strategies
por: Topa Gavilema, Alex Omar, et al.
Publicado: (2023) -
A Flexible Tool for Modeling and Optimal Dispatch of Resources in Agri-Energy Hubs
por: Ramos Teodoro, Jerónimo, et al.
Publicado: (2020) -
Energies and Its Worldwide Research
por: Novas Castellano, Nuria, et al.
Publicado: (2021) -
Integration of renewable energies and electric vehicles in interconnected energy systems
por: Arevalo Armijos, Jaime Paul
Publicado: (2024)