Electrical Grid Load Balancing using Real-Time Big Data Analytics
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Abstract
The increasing demand for electricity, coupled with the necessity for efficient energy management, has necessitated innovative approaches to load balancing in electrical grids. This paper explores the application of real-time big data analytics to optimize load distribution across electrical grids. By leveraging data from various sources, including smart meters, weather forecasts, and historical consumption patterns, this study presents a framework for dynamic load balancing. A statistical analysis demonstrates the effectiveness of the proposed approach, showcasing significant improvements in efficiency and reliability. The findings highlight the potential for real-time analytics to enhance decision-making processes in electrical grid management, ultimately leading to a more sustainable and resilient energy infrastructure.
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References
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• "Singiri, S., Goel, P., & Jain, A. (2023). Building distributed tools for multi-parametric data analysis in health. Journal of Emerging Trends in Networking and Research, 1(4), a1-a15. Published URL: rjpn jetnr/viewpaperforall.php?paper=JETNR2304001"
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• "Optimizing Data Processing for Financial Services Platforms
• Author : Harshita Cherukuri1, Villa 188, My Home Ankura, Sector B, Radial Road-7, Exit No 2, Tellapur, Cyberabad-sangareddy, 502032, Telangana, India , Dr. Bhawna Goel , Dr. Poornima Tyagi
• DOI LINK : 10.56726/IRJMETS60903 doi 10.56726/IRJMETS60903"
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• Alahari, Jaswanth, Amit Mangal, Swetha Singiri, Om Goel, and Punit Goel. 2023. "The Impact of Augmented Reality (AR) on User Engagement in Automotive Mobile Applications." Innovative Research Thoughts 9(5):202–12. doi:10.36676/irt.v9.i5.1483.
• Vijayabaskar, Santhosh, Amit Mangal, Swetha Singiri, A. Renuka, and Akshun Chhapola. 2023. "Leveraging Blue Prism for Scalable Process Automation in Stock Plan Services." Innovative Research Thoughts 9(5):216. doi: https://doi.org/10.36676/irt.v9.i5.1484.
• Mahadik, Siddhey, Amit Mangal, Swetha Singiri, Akshun Chhapola, and Shalu Jain. 2022. "Risk Mitigation Strategies in Product Management." International Journal of Creative Research Thoughts (IJCRT) 10(12):665.
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• Kolli, R. K., Priyanshi, E., & Gupta, S. (2024). Palo Alto Firewalls: Security in Enterprise Networks. International Journal of Engineering Development and Research, 12(3), 1-13. Link
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• AJA KUMAR KOLLI, PROF.(DR.) PUNIT GOEL, A RENUKA. (2024). Proactive Network Monitoring with Advanced Tools. IJRAR - International Journal of Research and Analytical Reviews, 11(3), 457-469. [Link](ijrar IJRAR24C1938.pdf)
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• "Exploring Whole-Head Magneto encephalography Systems for Brain Imaging", International Journal of Emerging Technologies and Innovative Research, 11(5), q327-q346, May 2024. [View Paper](http://www.jetir papers/JETIR2405H42.pdf)
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