Implementation of Optimization Algorithms for the Creation of a Real-Time Coordination System for Overcurrent Relays

Authors

  • Vijaykumar S. Kamble Research Scholar, Department of Electrical Engineering, School of Engineering, SSSUTMS, Sehore, M.P.(India)
  • Brajesh Mohan Gupta Professor, Department of Electrical Engineering, School of Engineering, SSSUTMS, Sehore, M.P.(India)
  • Prabodh Khampariya Professor, Department of Electrical Engineering, School of Engineering, SSSUTMS, Sehore, M.P.(India)
  • Amol A. Kalage Professor, Department of Electrical Engineering, SIT, Lonavala, Pune(India)

Keywords:

ACO, DE, GA, Optimization, Overcurrent Relays

Abstract

DE and ACO were chosen based on their documented superior performance across diverse literature, and their novelty in the security industry, where no prior implementation attempts had been made. Various approaches exist for coordinating overcurrent relays, each offering unique performance advantages that distinguish it from others. As the number of coordination pairings grew, so did GA exhibited the least favorable outcomes, proving to be the slowest with the greatest impact on execution time. This observation was derived from a comparative analysis of the outputs of the three algorithms. In contrast, ACO and DE not only demonstrated superior speed but also consistently yielded better results, showcasing resilience to an escalation in the number of coordination pairs.

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Published

25.12.2023

How to Cite

Kamble, V. S. ., Gupta, B. M. ., Khampariya, P. ., & Kalage, A. A. . (2023). Implementation of Optimization Algorithms for the Creation of a Real-Time Coordination System for Overcurrent Relays. International Journal of Intelligent Systems and Applications in Engineering, 12(2), 410–417. Retrieved from https://ijisae.org/index.php/IJISAE/article/view/4284

Issue

Vol. 12 No. 2 (2024)

Section

Research Article

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