Optimal Co-Ordination of Directional Overcurrent Relays in Distribution Network Using Whale Optimization Algorithm

Manoharan Premkumar*, Ravichandran Sowmya, Jagarapu S.V.Siva Kumar, Pradeep Jangir, Laith Abualigah, Chandran Ramakrishnan

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

Modern power distribution networks are incredibly complex due to the growing incorporation of distributed generators in the past few years. The coordination of Directional Overcurrent Relays (DORs) in interconnected systems with many relays is significantly hindered by this complexity. In a nonlinear and constrained optimization problem, optimal DOR coordination is essential for protecting such complex systems and necessitates rigorous constraints. In order to address the optimal coordination problems of DORs, this study suggests using the Whale Optimisation Algorithm (WOA), a bio-inspired metaheuristic technique. WOA can optimize the fitness function in electrical engineering applications by taking insights from the humpback whales’ hunting strategies. Using various fault data from 3-bus, 9-bus, and 30-bus standard systems, the effectiveness of WOA in promoting optimal DOR coordination is assessed. The main objective is to delineate the implementation of WOA to deal with DOR coordination problems. As a result, we are not comparing WOA's performance against any currently used algorithms. Rather, we use three case studies to test the algorithm's effectiveness with various population sizes and maximum iterations. The outcomes convincingly show that WOA is highly efficient in reducing the total period that primary relays are required to operate.

Original languageEnglish
Title of host publicationSoft Computing Applications in Modern Power and Energy Systems - Select Proceedings of EPREC 2023
EditorsOm Hari Gupta, Narayana Prasad Padhy, Sukumar Kamalasadan
PublisherSpringer Science and Business Media Deutschland GmbH
Pages233-258
Number of pages26
ISBN (Print)9789819980062
DOIs
Publication statusPublished - 2024
Event4th Electric Power and Renewable Energy Conference, EPREC 2023 - Jamshedpur, India
Duration: 25-05-202327-05-2023

Publication series

NameLecture Notes in Electrical Engineering
Volume1107
ISSN (Print)1876-1100
ISSN (Electronic)1876-1119

Conference

Conference4th Electric Power and Renewable Energy Conference, EPREC 2023
Country/TerritoryIndia
CityJamshedpur
Period25-05-2327-05-23

All Science Journal Classification (ASJC) codes

  • Industrial and Manufacturing Engineering

Fingerprint

Dive into the research topics of 'Optimal Co-Ordination of Directional Overcurrent Relays in Distribution Network Using Whale Optimization Algorithm'. Together they form a unique fingerprint.

Cite this