A Model Design of Green Communication for Smart Grid Systems
| International Journal of Electrical and Electronics Engineering |
| © 2023 by SSRG - IJEEE Journal |
| Volume 10 Issue 5 |
| Year of Publication : 2023 |
| Authors : Vinod Patil, Namita Shinde, Payal Kadam, Sudhir Bussa, Sudheer Kadam, A. Prabhakar, Chetan More, Pooja Deshmukh |
10.14445/23488379/IJEEE-V10I5P121
How to Cite?
Vinod Patil, Namita Shinde, Payal Kadam, Sudhir Bussa, Sudheer Kadam, A. Prabhakar, Chetan More, Pooja Deshmukh, "A Model Design of Green Communication for Smart Grid Systems," SSRG International Journal of Electrical and Electronics Engineering, vol. 10, no. 5, pp. 227-239, 2023. Crossref, https://doi.org/10.14445/23488379/IJEEE-V10I5P121
Abstract:
The electricity grid's upcoming update will be called Smart Grid. It covers all power production, management, transmission, distribution, and use aspects. It uses a variety of renewable resources to produce energy. The user and control unit can communicate in multiple directions. For smart grid applications, various wired and wireless technologies are available. We prefer wireless technology to wired technology because it has many advantages. Key wireless technology features are critical for rapid deployment, mobility, and inexpensive installation costs. This work uses solar cells, wind turbines, and water turbines to produce energy. Energy is produced by the generation unit and sent to the control unit. After that, the control unit gives to the user by their instructions. The critical attribute of the smart grid is that it improves the economy, agility, efficiency, reliability, and security.
Keywords:
Prediction, Data mining, Decision tree, Random forest, Regression process
References:
[1] Ruilong Deng et al., "Sensing-Performance Trade-off in Cognitive Radio Enabled Smart Grid," IEEE Transactions on Smart Grid, vol. 4, no. 1, pp. 302-310, 2013.
[CrossRef] [Google Scholar] [Publisher Link]
[2] Juval Portugali, Self-Organization and the City, New York, NY, USA: Springer-Verlag, 2000.
[Google Scholar] [Publisher Link]
[3] Colin Harrison, and Ian Abbott Donnelly, “A Theory of Smart Cities,” Proceedings of the 55th Annual Meeting of the ISSS, vol. 55, no. 1, 2011.
[Google Scholar] [Publisher Link]
[4] D. Han et al., "A Renewable Energy Powered Wireless Sensor Network for Smart Grid," Journal of Renewable and Sustainable Energy, vol. 10, no. 1, p. 013301, 2018.
[5] T. Nasrin et al., "An Energy-Efficient Communication Protocol for Smart Grid Using Hierarchical Routing Approach," IEEE 9th Annual Information Technology, Electronics and Mobile Communication Conference, IEEE, pp. 641-646, 2018.
[6] P. Singh, V. Kumar, and D. S Chauhan, "A Machine Learning-Based Energy-Efficient Routing Algorithm for Smart Grid Systems," 11th International Conference on Computing, Communication and Networking Technologies, IEEE, pp. 1-5, 2020.
[7] Q. Zhang et al., "An Energy-Efficient Routing Algorithm for Wireless Sensor Networks of Smart Grid Based on Particle Swarm Optimization," Mobile Networks and Applications, vol. 23, no. 2, pp. 305-311, 2018. [8] H R Sridevi et al., "Voltage Regulation in an Islanded Microgrid using a GA-based Optimization Technique," International Journal of Engineering Trends and Technology, vol. 70, no. 4, pp. 15-20, 2022.
[CrossRef] [Google Scholar] [Publisher Link]
[9] Marcelo Masera et al., "Smart (Electricity) Grids for Smart Cities: Assessing Roles and Societal Impacts," Proceedings of the IEEE, vol. 106, no. 4, pp. 613-625, 2018.
[CrossRef] [Google Scholar] [Publisher Link]
[10] Xi Fang et al., "Smart Grid—The New and Improved Power Grid: A Survey," IEEE Communications Surveys & Tutorials, vol. 14, no. 4, pp. 944–980, 2012.
[CrossRef] [Google Scholar] [Publisher Link]
[11] G. Dileep, "A Survey on Smart Grid Technologies and Applications,” Renewable Energy, vol. 146, pp. 2589–2625, 2020.
[CrossRef] [Google Scholar] [Publisher Link]
[12] Vinod H. Patil et al., "A Testbed Design of Spectrum Management in Cognitive Radio Network using NI USRP and LabVIEW," International Journal of Recent Technology and Engineering, vol. 8, no. 2S8, 2019.
[CrossRef] [Publisher Link]
[13] M. Faheem et al., "Smart Grid Communication and Information Technologies in the Perspective of Industry 4.0: Opportunities and Challenges,” Computer Science Review, vol. 30, pp. 1–30, 2018.
[CrossRef] [Google Scholar] [Publisher Link]
[14] Gouri R. Barai, Sridhar Krishnan, and Bala Venkatesh, "Smart Metering and Functionalities of Smart Meters in Smart Grid—A Review,” IEEE Electrical Power and Energy Conference, pp. 138-145, 2015.
[CrossRef] [Google Scholar] [Publisher Link]
[15] Songlin Chen et al., "Internet of Things Based Smart Grids Supported by Intelligent Edge Computing,” IEEE Access, vol. 7, pp. 74089–74102, 2019.
[CrossRef] [Google Scholar] [Publisher Link]
[16] Yasir Saleem et al., "Internet of Things-Aided Smart Grid: Technologies, Architectures, Applications, Prototypes, and Future Research Directions," IEEE Access, vol. 7, pp. 62962–63003, 2019.
[CrossRef] [Google Scholar] [Publisher Link]
[17] Ozgur B. Akan, Osman B. Karli, and Ozgur Ergul, "Cognitive Radio Sensor Networks," IEEE Network, vol. 23, no. 4, pp. 34-40, 2011.
[CrossRef] [Google Scholar] [Publisher Link]
[18] Ian F. Akyildiz, Won-Yeol Lee, and Kaushik R. Chowdhury, "Spectrum Management in Cognitive Radio Ad Hoc Networks," IEEE Network, vol. 23, no. 4, pp. 6-12, 2012.
[CrossRef] [Google Scholar] [Publisher Link]
[19] Rong Yu et al., "Cognitive Radio Based Hierarchical Communications Infrastructure for Smart Grid," IEEE Network, vol. 25, no. 5, pp. 6-14, 2011.
[CrossRef] [Google Scholar] [Publisher Link]
[20] Saurabh S. Shingare, Prabodh Khampariya, and Shashikant Bakre, "Application of ANN-Based Approach for Fault Location in Extra High Voltage Networks," International Journal of Engineering Trends and Technology, vol. 71, no. 2, pp. 440-449, 2023.
[CrossRef] [Publisher Link]
[21] David Bailey, and Edwin Wright, Practical Scada for Industry, Elsevier Linacre House, Jordan Hill, Oxford, UK, 2003.
[Google Scholar] [Publisher Link]
[22] A. Ghassemi, S. Bavarian, and L. Lampe, "Cognitive Radio for Smart Grid Communications," First IEEE International Conference on Smart Grid Communications, pp. 297-302, 2010.
[CrossRef] [Google Scholar] [Publisher Link]
[23] Vehbi C. Gungor, Bin Lu, and Gerhard P. Hancke, "Opportunities and Challenges of Wireless Sensor Networks in Smart Grid," IEEE Transactions on Industrial Electronics, vol. 57, no. 10, pp. 3557-3564, 2010.
[CrossRef] [Google Scholar] [Publisher Link]
[24] Khosrow Moslehi, and Ranjit Kumar, "Smart Grid: A Reliability Perspective," Innovative Smart Grid Technologies, pp. 1-8, 2010.
[CrossRef] [Google Scholar] [Publisher Link]
[25] Vinod H. Patil, and Shruti Oza, "Green Communication for Power Distribution Smart Grid," International Journal of Recent Technology and Engineering, vol. 8, no. 1, pp. 1035-1039, 2019.
[Publisher Link]
[26] C Aguguo Ihechukwu, Matthias Daniel, and E.O Bennett, "Big Data Mining for Interesting Pattern Using MapReduced Technique," SSRG International Journal of Computer Science and Engineering, vol. 7, no. 7, pp. 26-33, 2020.
[CrossRef] [Publisher Link]
[27] Rong Yu et al., "QoS Differential Scheduling in Cognitive-Radio-Based Smart Grid Networks: An Adaptive Dynamic Programming Approach," IEEE Transactions on Neural Network and Learning Systems, vol. 27, no. 2, pp. 435-443, 2016.
[CrossRef] [Google Scholar] [Publisher Link]
[28] Rehmat Ullah, Yasir Faheem, and Byung-Seo Kim, "Energy and Congestion-Aware Routing Metric for Smart Grid AMI Networks in Smart City," IEEE Access, vol. 5, pp. 13799–13810, 2017.
[CrossRef] [Google Scholar] [Publisher Link]
[29] M. Kamalakkannun, and N. D. Sridhar, "Optimum Power Flow Model and LMP for Unified Power Flow Controller," International Journal of Engineering Trends and Technology, vol. 71, no. 2, pp. 21-26, 2023.
[CrossRef] [Publisher Link]
[30] Yasir Saleem et al., "Internet of Things-Aided Smart Grid: Technologies, Architectures, Applications, Prototypes, and Future Research Directions," IEEE Access, vol. 7, pp. 62962–63003, 2019.
[CrossRef] [Google Scholar] [Publisher Link]