Preview

Herald of the Kazakh-British technical university

Advanced search

OVERVIEW OF MULTI-AGENT SYSTEMS IN SMART CITY

https://doi.org/10.55452/1998-6688-2021-18-1-90-96

Abstract

Cities face a new challenge related to their populations; for the first time in history, a large part of the population now lives in a megacity. Based on the current situation, the city should implement new solutions and become a Smart city, presenting its citizens with systems that meet the requirements related to security, health, resources, government, education and other urban everyday systems. The purpose of this article is to investigate the smart city model using multi - agent systems that provide city intelligence as the basic infrastructure for determining the model that can be reproduced and exported to create a smart city.

About the Authors

Zh. Akhayeva
Международный университет Астана, Высшая школа информационных технологий и инженерий


A. Zakirova
Международный университет Астана, Высшая школа информационных технологий и инженерий


T. Zhukabayeva
Международный университет Астана, Высшая школа информационных технологий и инженерий


References

1. Karnouskos, S. and T.N. De Holanda, 2009. Simulation of a smart grid city with software agents. Proceeding of the 3rd UK Sim European Symposium on Computer Modeling and Simulation Conference, pp: 424-429.

2. Moslehi, K., 2010. Reliability perspective of the smart grid. IEEE T. Smart Grid, 1(1): 57-64.

3. Schoenherr, T., 2013. Environmental sustainability initiatives: A comparative analysis of plant efficiencies in Europe and the U.S. IEEE T. Eng. Manage., 60(2): 353-365.

4. Longo M., Roscia M. & Lazaroiu, G.C., (2014) Innovating Multi-agent Systems Applied to Smart City. Research Journal of Applied Sciences, Engineering and Technology 7(20): 4296-4302, 2014

5. https://primeminister.kz/ru/news/reviews/vnedrenie-industrii-40-v-kazahstane-ili-kak-umnye-zavody-spravilis-so-svoey-rabotoy-v-period-karantina-i-mirovoy-pandemii-1483456

6. Концепция проекта Smart-Astana: http://ain.kz/wp-content/uploads/2018/01/Smart-Astana.pdf [Accessed: 26-Nov-2020].

7. Roscia M., Longo M. & Lazaroiu, G.C., (2017) Smart City by multi-agent systems. International Conference on Renewable Energy Research and Applications

8. Yang, D.L., F. Liu and Y.D. Liang, 2010. A survey of the internet of things. Proceeding of the International Conference on E-Business Intelligence (ICEBI, 2010). Advances in Intelligent Systems Research, Atlantis Press, Kunming, Yunnan, China, pp: 358-366.

9. Albouy, D., F. Leibovici and C. Warman, 2013. Quality of life, firm productivity and the value of amenities across Canadian cities. Can. J. Econ., 46(2): 379-411.

10. Clayton, S., C. Litchfield and E.S. Geller, 2013. Psychological science, conservation and environmental sustainability. Front. Ecol. Environ., 11: 377-382.

11. Dijkstra, L., E. Garcilazo and P. McCann, 2013. The economic performance of European cities and city regions: Myths and realities. Eur. Plan. Stud., 21(3): 334-354.

12. Lazaroiu, G.C. and M. Roscia, 2012. Definition methodology for the smart cities model. Energy, 47(1): 326-332.

13. Lazaroiu, G.C., D. Zaninelli, M.O. Popescu and M.C. Roscia, 2012. Grid connected and stand alone DC power system prototype. Proceedings of the International Conference on Harmonics and Quality of Power (ICHQP, 2012), pp: 529-534.

14. Roscia, M., D. Zaninelli and G.H. Lazaroiu, 2011. Fuzzy logic applied for sustainable urban models. J. Environ. Protect. Ecol., 12(4A): 2225-2235.

15. Viitanen, J. and R. Kingston, 2013. Smart cities and green growth: outsourcing democratic and environmental resilience to the global technology sector. Environ. Plann. A, Vol. 45, DOI: 10.1068/a46242.

16. https://www.123rf.com/photo_57051446_stock-vector-smart-city-concept-with-different-icon-and-elements-modern-city-design-with-future-technology-for-li.html

17. Moslehi K. and Kumar R., “A reliability perspective of the smart grid,” IEEE Trans. Smart Grid, vol. 1, pp. 57-64, June 2010.

18. Bacco M. Di, Agents systems for smart grids (in italian: Sistemi ad Agenti per Smart Grid), May 2010 [online]. Available: [online]. Available:http://climatesolutions.org/resources/reports/powering-up-the-smart-grid-a-northwest-initiative-for-job-creation-energy-security-and-clean-affordable-electricity/SmartEnergyNetwork.pdf

19. Nwana H.S., Ndumu D.T. and Lee L.C., “ZEUS: an advanced tool-kit for engineering distributed multi-agent systems,“ in Proc. 1998 Practical Applications of Agents and Multi-Agent Systems Conf., pp. 377-391

20. Pipattanasomporn M., Feroze H. and Rahman S., “Multi-agent Systems in a Distributed Smart Grid: Design and Implementation,“ in Proc. PSCE 2009 IEEE Power Systems Conf. and Exp., pp. 1-8

21. Merabet G.H., Essaaidi M., Talei H., Abid M.R, Khalil N., Madkour M., Benhaddou D., (2014) Applications of Multi-Agent Systems in Smart Grids: A Survey. 978-1-4799-3824-7/14/$31.00 ©2014 IEEE.

22. Olszewski R., Pałka P., Turek A., Kietlin´ska B., Płatkowski T. and Borkowski M. (2019). Spatiotemporal Modeling of the Smart City Residents’ Activity with Multi-Agent Systems. www.mdpi.com/journal/applsci. Appl. Sci. 2019, 9, 2059; doi:10.3390/app9102059.

23. Diogo A., Fernandes B., Silva A., Faria J.C., Neves J., Analide C. (2018). A Multi-Agent System Blockchain for a Smart City. CYBER 2018: The Third International Conference on Cyber-Technologies and Cyber-Systems. Copyright (c) IARIA, 2018. ISBN: 978-1-61208-683-5.

24. Silva D., Ferraz F., Ferraz C. (2015). Smart City Applications TestBed. SOFTENG 2015 : The First International Conference on Advances and Trends in Software Engineering. Copyright (c) IARIA, 2015.ISBN: 978-1-61208-449-7.

25. Postránecký M., Svítek M. (2017) Conceptual Model of Complex Multi-agent System Smart City 4.0. International Conference on Industrial Applications of Holonic and Multi-Agent Systems

26. Julian V., Botti V., (2019) Multi-Agent Systems. https://doi.org/10.3390/app9071402

27. Giordano A., Spezzano G.,Vinci А. (2016) Smart Agents and Fog Computing for Smart City Applications. International Conference on Smart Cities. Smart-CT 2016: Smart Cities pp 137-146| Cite as.

28. Pšibyl O., Svítek M.(2016) System-oriented Approach to Smart Cities. https://ieeexplore.ieee.org/abstract/document/7569204.

29. https://rodestech.com/Aqkol/ (дата обращения 25.12.2020г.)


Review

For citations:


Akhayeva Zh., Zakirova A., Zhukabayeva T. OVERVIEW OF MULTI-AGENT SYSTEMS IN SMART CITY. Herald of the Kazakh-British technical university. 2021;18(1):90-96. (In Russ.) https://doi.org/10.55452/1998-6688-2021-18-1-90-96

Views: 372


Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 License.


ISSN 1998-6688 (Print)
ISSN 2959-8109 (Online)