Intelligent energy management system of a smart microgrid using multiagent systems
The smart grid concept is predicated upon the pervasive use of advanced digital communication, information techniques, and artificial intelligence for the current power system, to be more characteristics of the real-time monitoring and controlling of the supply/demand. Microgrids are modern types of...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Polish Academy of Sciences
2020-03-01
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| Series: | Archives of Electrical Engineering |
| Subjects: | |
| Online Access: | https://journals.pan.pl/dlibra/publication/131756/edition/115086/content |
| _version_ | 1818904577429209088 |
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| author | Mohamed Azeroual Tijani Lamhamdi Hassan El Moussaoui Hassane El Markhi |
| author_facet | Mohamed Azeroual Tijani Lamhamdi Hassan El Moussaoui Hassane El Markhi |
| author_sort | Mohamed Azeroual |
| collection | DOAJ |
| description | The smart grid concept is predicated upon the pervasive use of advanced digital communication, information techniques, and artificial intelligence for the current power system, to be more characteristics of the real-time monitoring and controlling of the supply/demand. Microgrids are modern types of power systems used for distributed energy resource (DER) integration. However, the microgrid energy management, the control, and protection of microgrid components (energy sources, loads, and local storage units) is an important challenge. In this paper, the distributed energy management algorithm and control strategy of a smart microgrid is proposed using an intelligent multi-agent system (MAS) approach to achieve multiple objectives in real-time. The MAS proposed is developed with co-simulation tools, which the microgrid model, simulated using MATLAB/Simulink, and the MAS algorithm implemented in JADE through a middleware MACSimJX. The main study is to develop a new approach, able to communicate a multi-task environment such as MAS inside the S-function block of Simulink, to achieve the optimal energy management objectives. |
| first_indexed | 2024-12-19T21:09:39Z |
| format | Article |
| id | doaj.art-5beb29093fc34362b49aed4e4b4c92b3 |
| institution | Directory Open Access Journal |
| issn | 2300-2506 |
| language | English |
| last_indexed | 2024-12-19T21:09:39Z |
| publishDate | 2020-03-01 |
| publisher | Polish Academy of Sciences |
| record_format | Article |
| series | Archives of Electrical Engineering |
| spelling | doaj.art-5beb29093fc34362b49aed4e4b4c92b32022-12-21T20:05:32ZengPolish Academy of SciencesArchives of Electrical Engineering2300-25062020-03-01691233810.24425/aee.2020.131756Intelligent energy management system of a smart microgrid using multiagent systemsMohamed Azeroual0https://orcid.org/0000-0003-1205-1908Tijani Lamhamdi1Hassan El Moussaoui2Hassane El Markhi3The Signals, Systems and Components Laboratory, Sidi Mohamed Ben Abdellah University FST Fez, Fez, 30060, MoroccoThe Signals, Systems and Components Laboratory, Sidi Mohamed Ben Abdellah University FST Fez, Fez, 30060, MoroccoThe Signals, Systems and Components Laboratory, Sidi Mohamed Ben Abdellah University FST Fez, Fez, 30060, MoroccoThe Signals, Systems and Components Laboratory, Sidi Mohamed Ben Abdellah University FST Fez, Fez, 30060, MoroccoThe smart grid concept is predicated upon the pervasive use of advanced digital communication, information techniques, and artificial intelligence for the current power system, to be more characteristics of the real-time monitoring and controlling of the supply/demand. Microgrids are modern types of power systems used for distributed energy resource (DER) integration. However, the microgrid energy management, the control, and protection of microgrid components (energy sources, loads, and local storage units) is an important challenge. In this paper, the distributed energy management algorithm and control strategy of a smart microgrid is proposed using an intelligent multi-agent system (MAS) approach to achieve multiple objectives in real-time. The MAS proposed is developed with co-simulation tools, which the microgrid model, simulated using MATLAB/Simulink, and the MAS algorithm implemented in JADE through a middleware MACSimJX. The main study is to develop a new approach, able to communicate a multi-task environment such as MAS inside the S-function block of Simulink, to achieve the optimal energy management objectives.https://journals.pan.pl/dlibra/publication/131756/edition/115086/contentartificial intelligencefault detectionmicrogridmulti-agent system (mas)power distribution |
| spellingShingle | Mohamed Azeroual Tijani Lamhamdi Hassan El Moussaoui Hassane El Markhi Intelligent energy management system of a smart microgrid using multiagent systems Archives of Electrical Engineering artificial intelligence fault detection microgrid multi-agent system (mas) power distribution |
| title | Intelligent energy management system of a smart microgrid using multiagent systems |
| title_full | Intelligent energy management system of a smart microgrid using multiagent systems |
| title_fullStr | Intelligent energy management system of a smart microgrid using multiagent systems |
| title_full_unstemmed | Intelligent energy management system of a smart microgrid using multiagent systems |
| title_short | Intelligent energy management system of a smart microgrid using multiagent systems |
| title_sort | intelligent energy management system of a smart microgrid using multiagent systems |
| topic | artificial intelligence fault detection microgrid multi-agent system (mas) power distribution |
| url | https://journals.pan.pl/dlibra/publication/131756/edition/115086/content |
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