f Block-chain Enabled Strategies for Efficient Power Loss Management in Distribution Networks
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Block-chain Enabled Strategies for Efficient Power Loss Management in Distribution Networks

Author(s): Dr. M. Rama Prasad Reddy, P Sailesh Babu, K Giridhar, Rudresha S J, Chodagam Srinivas*, and Siva Ramaiah Yenugu

Published In : International Journal of Electrical and Electronics Research (IJEER)        Volume 12, Issue 4

Publisher : FOREX Publication

Published : 30 December 2024

e-ISSN : 2347-470X

Page(s) : 1513-1521

DOI: https://doi.org/10.37391/IJEER.120448

Abstract

This study proposes a novel methodology for optimizing capacitor placement in distribution networks, employing the War Strategy Optimization (WSO) algorithm integrated with adaptive parameter tuning and block-chain technology. The WSO algorithm, inspired by military strategies, strategically positions fixed kVAR capacitors at variable locations to minimize power losses and enhance voltage profiles. The adaptive parameter tuning dynamically adjusts algorithm parameters to improve optimization efficiency, while the incorporation of block-chain ensures secure and verifiable optimization results. The methodology is tested on the IEEE 33-bus test system under different loading conditions (80%, 100%, and 120%), representing light, normal, and heavy load scenarios. Simulation results demonstrate significant reductions in power losses and improvements in voltage stability compared to traditional methods. The adaptive parameter tuning within WSO enhances the algorithm's performance, demonstrating better convergence speed and solution quality. Additionally, the block-chain integration provides a robust verification mechanism, ensuring data integrity and security. This research highlights the advantages of using WSO with adaptive parameter tuning and block-chain in optimizing capacitor placement, offering a reliable and efficient solution for improving the performance of electrical distribution systems.

Keywords: Adaptive Optimization, Capacitor Placement Optimization, Distribution System, Load Variation, Power Loss Reduction, War Strategy Optimization (WSO).




Dr. M. Rama Prasad Reddy, Department of EEE, G.Pullaiah College of Engineering and Technology, Kurnool, Andhra Pradesh, India

P Sailesh Babu, Department of EEE, SRKR Engineering College, Bhimavaram, Andhra Pradesh, India

K Giridhar, Department of CST, Madanapalle Institute of Technology & Science; Madanapalle, Andhra Pradesh, India

Rudresha S J, Department of EEE, PESITM, Shimoga, India

Chodagam Srinivas*, Department of EEE, Madanapalle Institute of Technology & Science, Madanapalle, Andhra Pradesh, India; Email: akdadoria@gwa.amity.edu

Siva Ramaiah Yenugu, Department of CSE, Koneru Lakshmaiah Education Foundation, Vaddeswaram, Vadeswaram, Andhra Pradesh, India

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Dr. M. Rama Prasad Reddy, P Sailesh Babu, K Giridhar, Rudresha S J, Chodagam Srinivas, and Siva Ramaiah Yenugu (2024), Block-chain Enabled Strategies for Efficient Power Loss Management in Distribution Networks. IJEER 12(4), 1513-1521. DOI: 10.37391/ijeer.120448.