REVIEW OF MULTIAGENTS SYSTEMS APPLICATION IN MICROGRIDS
https://doi.org/10.55452/1998-6688-2021-18-2-88-98
Abstract
Recently, a lot of attention has been paid to smart network applications based on multi -agents. A multi-agent system is a set of units (entities) of software or physical devices that are placed in a certain environment in which they can exchange information with each other and interact in a certain way with the environment. At the same time, the components of a multi-agent system have the following properties: they are Autonomous, run on a decentralized basis, and can only receive information from a limited part of the environment. Micro grid networks are a typical example of a system in which multi-agent systems can be effectively applied. This paper presents the application of a multi-agent system in a micro grid. In addition, concepts, multi-agent system architectures, and a comprehensive overview of various aspects of micro grid management will be considered, which are generally classified into four management strategies: centralized, decentralized, distributed, and hierarchical.
About the Authors
G. Tolegenova
Kazakh-British technical university
Kazakhstan
Kazakhstan
050000, Almaty
T. Zhukabaeva
Kazakh-British technical university
Kazakhstan
Kazakhstan
050000, Almaty
A. Zakirova
Kazakh-British technical university
Kazakhstan
Kazakhstan
050000, Almaty
A. Abdildaeva
Kazakh-British technical university
Kazakhstan
Kazakhstan
050000, Almaty
References
1. https://zerde.gov.kz/images/%D0%93%D0%9F%20%D0%A6%D0%B8%D1%84%D1%80%D0%BE%D0%B2%D0%BE%D0%B9%20%D0%9A%D0%B0%D0%B7%D0%B0%D1%85%D1%81%D1%82%D0%B0%D0%BD%20%D0%BD%D0%B0%202017-2020%20%D0%B3%D0%BE%D0%B4%D1%8B.pdf.
2. M. Azeroual, T. Lamhamdi, H.E. Moussaaoui, H.E. Markhi. Real-time distributed systems control and energy managementusing multi-agent technologies//International Meeting on Advanced Technologies in Energy and Electrical Engineering – 2019.
3. F.Z. Harmouch, N. Krami, D. Benhaddou, N. Hmina, E. Zayer, E.H. Margoum. Survey of multiagents systems application in Microgrids//IEEE – 2016.
4. Eduard Bullich-Massagué, Francisco Díaz-González, Mònica Aragüés-Peñalba, Francesc Girbau-Llistuella, Pol Olivella-Rosell, Andreas Sumper. Microgrid clustering architectures//Applied Energy.– 2018.– Том 212.– 340-361б.
5. https://www.semanticscholar.org/paper/Study-of-Microgrid-and-Its-Communication-Protocols-Tripathi-Basak./403efbb281486a7d6192b82ed4953e8468b4edcb
6. Andrew Tuckey, Sasan Zabihi. Decentralized Control of a Mi»rogrid//– IEEE – 2017.
7. Farshad Khavari, Ali Badri, Ali Zangeneh, Morteza Shafiekhani. A Comparison of Centralized and Decentralized Energy-Management Models of Multi-microgrid Systems.//Smart Grids Conference – 2017.
8. Muhammad Waseem, Khanab Jie Wanga. The research on multi-agent system for microgrid control and optimization.// Renewable and Sustainable Energy Reviews – 2017.– Том 80.– 1399-1411б.
9. Abhilash Kantamneni a, n, E. Laura Brown a, Gordon Parker b, Wayne W. Weaver. Survey of multi-agent systems for microgrid control.// Engineering Applications of Artificial Intelligence –2015.– Том 45 .– 192-203б.
10. Kardzhaubayev N.A. Multiagentnoye regulirovaniye napryazheniya v mnogosvyaznykh elektricheskikh setyakh// Dissertatsiya na soiskaniye uchenoy stepeni kandidata tekhnicheskikh nauk– 2018
11. Markov Ya.V. Sovershenstvovaniye printsipov multiagentnogo podkhoda k modelirovaniyu elementov elektrotekhnicheskikh kompleksov i sistem neftyanoy otrasli// Dissertatsiya na soiskaniye uchenoy stepeni kandidata tekhnicheskikh nauk –2016.
12. J Qin, Q Ma, Y Shi, L Wang. Recent Advances in Consensus of Multi-Agent Systems: A Brief Survey// IEEE– 2016,
13. Y Rizk, M Awad, EW Tunstel, Y Rizk, M Awad, EW Tunstel. Decision Making in Multiagent Systems: A Survey //IEEE–2018.
14. A Mohammed, SS Refaat, S Bayhan, A Mohammed, SS Refaat, S Bayhan. AC Microgrid Control and Management Strategies: Evaluation and Review//IEEE.– 2019.– Том 6
15. D Ye , M Zhang, AV Vasilakos. A Survey of Self-Organization Mechanisms in Multiagent Systems.//IEEE. – 2016.
16. N Dkhili, J Eynard, S Thil, S Grieu. A survey of modelling and smart management tools for power grids with prolific distributed generation//Sustainable Energy, Grids and Networks. – 2020. –Том 21.
17. I Colak, S Sagiroglu, G Fulli, M Yesilbudak. A survey on the critical issues in smart grid technologies.//Renewable and Sustainable Energy Reviews – 2016.–Том 54.– 396-405б.
18. AS Nair, T Hossen, M Campion, DF Selvaraj. Multi-Agent Systems for Resource Allocation and Scheduling in a Smart Grid.// Technology and Economics of Smart Grids and Sustainable Energy –2018.– Том 3.
19. A Torreño, E Onaindia, A Komenda. Cooperative Multi-Agent Planning: A Survey.// ACM Computing Surveys November –2017.
20. M. Luis. Camarinha-Matos. Collaborative smart grids – A survey on trends. // Renewable and Sustainable Energy Reviews – 2016.– Том 65.– 283-294б.
21. FH Malik, M Lehtonen. A review: Agents in smart grids.// Electric Power Systems Research –2016.– Том 131 .–71-79б.
22. https://kursiv.kz/news/biznes/2019-11/v-kazakhstane-stroyat-umnuyu-elektroenergetiku
Review
For citations:
Tolegenova G., Zhukabaeva T., Zakirova A., Abdildaeva A. REVIEW OF MULTIAGENTS SYSTEMS APPLICATION IN MICROGRIDS. Herald of the Kazakh-British technical university. 2021;18(2):88-98. (In Kazakh) https://doi.org/10.55452/1998-6688-2021-18-2-88-98
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