A Novel Technical Framework for Enhanced Signal Processing in Smart Grid Communication Systems
Keywords:
Signal Processing, Smart Grid, Communication Systems, Latency Reduction, Error Rate Improvement, Adaptive Algorithms, Data Transmission, Electronics EngineeringAbstract
As the demand for reliable and efficient energy management systems escalates, the integration of advanced electronics in Smart Grid communication networks is paramount. This study presents a novel technical framework that optimizes signal processing techniques to enhance data transmission reliability and reduce latency in smart grid environments. Employing empirical methods, including simulations in MATLAB R2022b and Python 3.9.5, we analyzed communication performance metrics across varying loads and interference scenarios. Our findings indicate an average latency reduction of 28% and improved error rates by 35% compared to traditional methods. The framework's robustness is demonstrated across a range of practical implementations, establishing a significant advancement in Smart Grid communications.
References
Rahmanov, N., Guliyev, H., İbtahimov, F., & Mammadov, Z. (2024). Determination of optimal dimensions of hybrid AC/DC distributed generation system with renewable sources for autonomous power supply of remote locations. In E3S Web of Conferences (Vol. 584, p. 01020). EDP Sciences.
Semeniuk, V. (2024). Аналіз та оптимізація продуктивності баз даних у розподілених системах. COMPUTER-INTEGRATED TECHNOLOGIES: EDUCATION, SCIENCE, PRODUCTION, (54), 199-205.
D. Satyanarayana, Sathyashree “A Three Level Architecture for Wireless Communication using LiFi”, in Recent Advances in Information and Communication Technology, Vol: 566, pp: 212- 221, Springer International Publishing, 2018 book. Print ISBN: 978-3-319-60662-0; Electronic ISBN: 978-3-319-60663-7; Book Series.
D. Satyanarayana, Sathyashree. S “Mobility Management in Voronoi based Cell Structure for Wireless networks”, IEEE proceedings for the International Conferences on Currents trends in Information Technology (CTIT), Pages: 204-208, Dubai, December-2013. DOI: 10.1109/CTIT.2013.6749504; INSPEC Accession Number: 14131032
D Satyanarayana, Perspective Chapter: Postquantum Security’, Coding Theory - Advances in Communications Engineering and Information Security. IntechOpen, Nov. 19, 2024. doi: 10.5772/intechopen.1007829.
D. Satyanarayana, "Greedy Local Delaunay Triangulation Routing for Wireless Ad Hoc Networks," 2007 International Conference on Signal Processing, Communications and Networking, Chennai, India, 2007, pp. 49-53, doi: 10.1109/ICSCN.2007.350694
Alkalbani, A.S., Mantoro, T., Degala, S. (2016). Energy-Distance Aware Clustering Scheme (E-DACS) for Wireless Sensor Networks. In: Meesad, P., Boonkrong, S., Unger, H. (eds) Recent Advances in Information and Communication Technology 2016. Advances in Intelligent Systems and Computing, vol 463. Springer, Cham. https://doi.org/10.1007/978-3-319-40415-8_27
Рагимов, Э. Р. (2006). Об одном подходе оценки риска при проектировании защищенных корпоративных сетей. Информационные технологии моделирования и управления, (1), 94-98.
Рагимов, Э. Р. О. (2011). Метрология элементов безопасности программных комплексов, реализующих систему защиты информации корпоративных сетей. Вопросы защиты информации, (2), 36-41.
Rasif, R. E. (2010). BASE PRINCIPAL OF MANAGING OF NETWORK SOFTWARE SECURITY BY VULNERABILITIES DETERMINATION MODEL. Computer Science & Telecommunications, 28(5).
Рагимов, Э. Р. (2011). Модель идентификации безотказной работы программных средств в корпоративных сетях. Телекоммуникации, (2), 2-5.
