The Plant Propagation Algorithm for the Optimal Operation of Directional Over-Current Relays in Electrical Engineering

In modern and large scale power distribution topologies, directional relays play an important role in the operation of an electrical system. These relays must be coordinated optimally so that their overall operating time is reduced to a minimum. They are sensor protection devices for the power syste...

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Main Authors: Muhammad Sulaiman, Muhammad Sulaman, Abdelwahed Hamdi, Zubair Hussain Hussain
Format: Article
Language:English
Published: Mehran University of Engineering and Technology 2020-04-01
Series:Mehran University Research Journal of Engineering and Technology
Online Access:https://publications.muet.edu.pk/index.php/muetrj/article/view/1579
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spelling doaj-d7a730a936124651bc9c464cec433f4a2020-11-25T02:28:22ZengMehran University of Engineering and TechnologyMehran University Research Journal of Engineering and Technology0254-78212413-72192020-04-0139222323610.22581/muet1982.2002.011579The Plant Propagation Algorithm for the Optimal Operation of Directional Over-Current Relays in Electrical EngineeringMuhammad Sulaiman0Muhammad Sulaman1Abdelwahed Hamdi2Zubair Hussain Hussain3Department of Mathematics, Abdul Wali Khan University Mardan, KPK, PakistanDepartment of Mathematics, Abdul Wali Khan University Mardan, KPK, Pakistan.Department of Mathematics, Statistics and Physics, Qatar University, Qatar.Department of Mathematics, Abdul Wali Khan University Mardan, KPK, Pakistan.In modern and large scale power distribution topologies, directional relays play an important role in the operation of an electrical system. These relays must be coordinated optimally so that their overall operating time is reduced to a minimum. They are sensor protection devices for the power systems and must be coordinated properly. The present work uses a metaheuristic optimization technique known as the Plant Propagation Algorithm (PPA) in order to suggest improved solutions for the optimization problem of coordination of directional overcurrent relays (DOCRs). We have obtained comparatively better solutions for the overall operating times taken by relays fitted on important positions in the system. Our findings are useful in isolating the faulty lines efficiently and in keeping the continuity of power supply. The difference in response times taken in coordination between primary relays and corresponding backup relays is minimized. The output of our experiments is compared with various algorithms and classical optimization techniques, which are found in the literature. Moreover, graphical analyses are presented for each problem to further clarify the results.https://publications.muet.edu.pk/index.php/muetrj/article/view/1579
collection DOAJ
language English
format Article
sources DOAJ
author Muhammad Sulaiman
Muhammad Sulaman
Abdelwahed Hamdi
Zubair Hussain Hussain
spellingShingle Muhammad Sulaiman
Muhammad Sulaman
Abdelwahed Hamdi
Zubair Hussain Hussain
The Plant Propagation Algorithm for the Optimal Operation of Directional Over-Current Relays in Electrical Engineering
Mehran University Research Journal of Engineering and Technology
author_facet Muhammad Sulaiman
Muhammad Sulaman
Abdelwahed Hamdi
Zubair Hussain Hussain
author_sort Muhammad Sulaiman
title The Plant Propagation Algorithm for the Optimal Operation of Directional Over-Current Relays in Electrical Engineering
title_short The Plant Propagation Algorithm for the Optimal Operation of Directional Over-Current Relays in Electrical Engineering
title_full The Plant Propagation Algorithm for the Optimal Operation of Directional Over-Current Relays in Electrical Engineering
title_fullStr The Plant Propagation Algorithm for the Optimal Operation of Directional Over-Current Relays in Electrical Engineering
title_full_unstemmed The Plant Propagation Algorithm for the Optimal Operation of Directional Over-Current Relays in Electrical Engineering
title_sort plant propagation algorithm for the optimal operation of directional over-current relays in electrical engineering
publisher Mehran University of Engineering and Technology
series Mehran University Research Journal of Engineering and Technology
issn 0254-7821
2413-7219
publishDate 2020-04-01
description In modern and large scale power distribution topologies, directional relays play an important role in the operation of an electrical system. These relays must be coordinated optimally so that their overall operating time is reduced to a minimum. They are sensor protection devices for the power systems and must be coordinated properly. The present work uses a metaheuristic optimization technique known as the Plant Propagation Algorithm (PPA) in order to suggest improved solutions for the optimization problem of coordination of directional overcurrent relays (DOCRs). We have obtained comparatively better solutions for the overall operating times taken by relays fitted on important positions in the system. Our findings are useful in isolating the faulty lines efficiently and in keeping the continuity of power supply. The difference in response times taken in coordination between primary relays and corresponding backup relays is minimized. The output of our experiments is compared with various algorithms and classical optimization techniques, which are found in the literature. Moreover, graphical analyses are presented for each problem to further clarify the results.
url https://publications.muet.edu.pk/index.php/muetrj/article/view/1579
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