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2021 | OriginalPaper | Chapter

Assessment of Microgrid Communication Network Performance for Medium-Scale IEEE Bus Systems Using Multi-Agent System

Authors : Niharika Singh, Irraivan Elamvazuthi, Perumal Nallagownden, Gobbi Ramasamy, Ajay Jangra

Published in: Mobile Radio Communications and 5G Networks

Publisher: Springer Singapore

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Abstract

Microgrids help to achieve power balance and energy allocation optimality for the defined load networks. In this paper, the focus is to enhance the intelligence of the microgrid network using a multi-agent system and validation is using network performance metrics such as delay, throughput and jitter. Network performance is analyzed for the medium-scale microgrid using two IEEE test systems, i.e., IEEE 34 and IEEE 39. In this paper, Bellman–Ford algorithm is incorporated to calculate the shortest path to a given destination. The algorithm is defined for the distributed nature of the microgrid. From this model, researchers have achieved up to 30% improvement in the network performance of a microgrid.

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Literature
1.
go back to reference Li Z, Shahidehpour M, Liu X (2018) Cyber-secure decentralized energy management for IoT-enabled active distribution networks. J. Mod. Power Syst, Clean Energy CrossRef Li Z, Shahidehpour M, Liu X (2018) Cyber-secure decentralized energy management for IoT-enabled active distribution networks. J. Mod. Power Syst, Clean Energy CrossRef
2.
go back to reference Coelho VN, Weiss Cohen M, Coelho IM, Liu N, Guimarães FG (2017) Multi-agent systems applied for energy systems integration: State-of-the-art applications and trends in microgrids. Appl Energy Coelho VN, Weiss Cohen M, Coelho IM, Liu N, Guimarães FG (2017) Multi-agent systems applied for energy systems integration: State-of-the-art applications and trends in microgrids. Appl Energy
3.
go back to reference Bartolucci L, Cordiner S, Mulone V, Rocco V, Rossi JL (2017) Renewable sources integration through the optimization of the load for residential applications. Energy Proc 142:2208–2213 Bartolucci L, Cordiner S, Mulone V, Rocco V, Rossi JL (2017) Renewable sources integration through the optimization of the load for residential applications. Energy Proc 142:2208–2213
4.
go back to reference Giaouris D et al (2013) Performance investigation of a hybrid renewable power generation and storage system using systemic power management models. Energy 61:621–635 CrossRef Giaouris D et al (2013) Performance investigation of a hybrid renewable power generation and storage system using systemic power management models. Energy 61:621–635 CrossRef
5.
go back to reference Yoldaş Y, Önen A, Muyeen SM, Vasilakos AV, Alan İ (2017) Enhancing smart grid with microgrids: challenges and opportunities. Renew Sustain Energy Rev Yoldaş Y, Önen A, Muyeen SM, Vasilakos AV, Alan İ (2017) Enhancing smart grid with microgrids: challenges and opportunities. Renew Sustain Energy Rev
6.
go back to reference Anvari-Moghaddam A, Rahimi-Kian A, Mirian MS, Guerrero JM (2017) A multi-agent based energy management solution for integrated buildings and microgrid system. Appl Energy Anvari-Moghaddam A, Rahimi-Kian A, Mirian MS, Guerrero JM (2017) A multi-agent based energy management solution for integrated buildings and microgrid system. Appl Energy
7.
go back to reference Nguyen TL et al (2018) Multi-agent system with plug and play feature for distributed secondary control in microgrid—controller and power hardware-in-the-loop implementation. Energies 11(12):1–21 Nguyen TL et al (2018) Multi-agent system with plug and play feature for distributed secondary control in microgrid—controller and power hardware-in-the-loop implementation. Energies 11(12):1–21
8.
go back to reference Kamal Z, Mohammed A, Sayed E, Ahmed A (2017) Internet of things applications, challenges and related future technologies. World Sci, News Kamal Z, Mohammed A, Sayed E, Ahmed A (2017) Internet of things applications, challenges and related future technologies. World Sci, News
9.
go back to reference Kuzlu M, Pipattanasomporn M, Rahman S (2014) Communication network requirements for major smart grid applications in HAN, NAN and WAN. Comput Netw Kuzlu M, Pipattanasomporn M, Rahman S (2014) Communication network requirements for major smart grid applications in HAN, NAN and WAN. Comput Netw
10.
go back to reference Supriya S, Magheshwari M, Sree Udhyalakshmi S, Subhashini R, Musthafa (2015) Smart grid technologies: communication technologies and standards. Int J Appl Eng Res Supriya S, Magheshwari M, Sree Udhyalakshmi S, Subhashini R, Musthafa (2015) Smart grid technologies: communication technologies and standards. Int J Appl Eng Res
11.
go back to reference Galli S, Scaglione A, Wang Z (2011) For the grid and through the grid: the role of power line communications in the smart grid. Proc IEEE Galli S, Scaglione A, Wang Z (2011) For the grid and through the grid: the role of power line communications in the smart grid. Proc IEEE
12.
go back to reference Anvari-Moghaddam A, Monsef H, Rahimi-Kian A, Guerrero JM, Vasquez JC (2015) Optimized energy management of a single-house residential micro-grid with automated demand response. In: 2015 IEEE Eindhoven PowerTech, PowerTech 2015 Anvari-Moghaddam A, Monsef H, Rahimi-Kian A, Guerrero JM, Vasquez JC (2015) Optimized energy management of a single-house residential micro-grid with automated demand response. In: 2015 IEEE Eindhoven PowerTech, PowerTech 2015
13.
go back to reference Hirsch YPA, Guerrero J (2018) Microgrids: a review of technologies, key drivers, and outstanding issues. Renew Sustain Energy Rev. 90(April):402–411 CrossRef Hirsch YPA, Guerrero J (2018) Microgrids: a review of technologies, key drivers, and outstanding issues. Renew Sustain Energy Rev. 90(April):402–411 CrossRef
14.
go back to reference Hirsch A, Parag Y, Guerrero J (2018) Microgrids: a review of technologies, key drivers, and outstanding issues. Renew Sustain Energy Rev Hirsch A, Parag Y, Guerrero J (2018) Microgrids: a review of technologies, key drivers, and outstanding issues. Renew Sustain Energy Rev
15.
go back to reference Simmhan Y et al (2013) Cloud-based software platform for big data analytics in smart grids. Comput Sci Eng Simmhan Y et al (2013) Cloud-based software platform for big data analytics in smart grids. Comput Sci Eng
16.
go back to reference Jaradat M, Jarrah M, Bousselham A, Jararweh Y, Al-Ayyoub (2015) The internet of energy: smart sensor networks and big data management for smart grid. Proc Comput Sci Jaradat M, Jarrah M, Bousselham A, Jararweh Y, Al-Ayyoub (2015) The internet of energy: smart sensor networks and big data management for smart grid. Proc Comput Sci
Metadata
Title
Assessment of Microgrid Communication Network Performance for Medium-Scale IEEE Bus Systems Using Multi-Agent System
Authors
Niharika Singh
Irraivan Elamvazuthi
Perumal Nallagownden
Gobbi Ramasamy
Ajay Jangra
Copyright Year
2021
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-15-7130-5_29