Open access Jurnal SINTA 1
Intelligent control of battery energy storage for microgrid energy management using ANN
International Journal of Electrical and Computer Engineering (IJECE) · Vol. 11 No. 4 (2021)
- ISSN
- 2722-2578, 2088-8708
- Published
- 2021-08-01
- Publisher
- Institute of Advanced Engineering and Science
Abstract
In this paper, an intelligent control strategy for a microgrid system consisting of Photovoltaic panels, grid-connected, and li-ion battery energy storage systems proposed. The energy management based on the managing of battery charging and discharging by integration of a smart controller for DC/DC bidirectional converter. The main novelty of this solution are the integration of artificial neural network (ANN) for the estimation of the battery state of charge (SOC) and for the control of bidirectional converter. The simulation results obtained in the MATLAB/Simulink environment explain the performance and the robust of the proposed control technique.
Collaboration network of the authors
28 authors · 98 co-authorship links · 42 across different organisations
Hover or tap a name to highlight its co-authors. Double-click to open the author's page.
- Sidi Mohamed Ben Abdellah University
- Université Moulay Ismail de Meknes
- Université Hassan 1er
- University of Central Asia
- University of Hassan II Casablanca
- Majmaah University
- Siberian Federal University
- Other organisations
- Affiliation unknown
- Different organisations
- Same organisation
- Affiliation unknown
- Thicker line = more joint articles · bigger circle = more articles
Show as table
| Co-author | Organisation | Joint articles |
|---|---|---|
| Ayman Aljarbouh | University of Central Asia | 6 |
| Fatima Zahra Bassine | University of Hassan II Casablanca | 5 |
| Lahcen Eliysaouy | Affiliation unknown | 3 |
| Aiman J.Albarakati | Majmaah University | 3 |
| Alexey Knyazkov | Siberian Federal University | 3 |
| Hassan El Moussaoui | Sidi Mohamed Ben Abdellah University | 3 |
| Hassane El Markhi | Sidi Mohamed Ben Abdellah University | 2 |
| Stephanie Ness | Diplomatic Academy of Vienna | 2 |
| Lahcen Elyssaoui | Affiliation unknown | 2 |
| Mayur Rele | Parachute Health (United States) | 2 |
| Najat Ouaaline | Université Hassan 1er | 1 |
| Reda Jabeur | Université Hassan 1er | 1 |
| Youness Boujoudar | Affiliation unknown | 1 |
| Soukaina Naciri | Sidi Mohamed Ben Abdellah University | 1 |
| Ismail Moufid | Sidi Mohamed Ben Abdellah University | 1 |
| Hassan El Moussaoui | Sidi Mohamed Ben Abdellah University | 1 |
| Alhussein Bagayogo | Sidi Mohamed Ben Abdellah University | 1 |
| Omar Kabouri | Sidi Mohamed Ben Abdellah University | 1 |
| Aboubakr El Makrini | Sidi Mohamed Ben Abdellah University | 1 |
| Abdelmalek Mimouni | Université Moulay Ismail de Meknes | 1 |
| Youssef Chahet | Université Moulay Ismail de Meknes | 1 |
| Aumeur El Amrani | Université Moulay Ismail de Meknes | 1 |
| Mohamed El Amraoui | Université Moulay Ismail de Meknes | 1 |
| Lahcen Bejjit | Université Moulay Ismail de Meknes | 1 |
Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.