The Implementation of Enhanced Microgrid using Mayfly Algorithm based PID Controller

Bibliographic Details
Main Author: Murali, M
Publication Date: 2025
Other Authors: Sekhar, A Hema
Format: Article
Language: por
Source: ITEGAM-JETIA
Download full: https://itegam-jetia.org/journal/index.php/jetia/article/view/1468
Summary: Micro grids, comprised of distributed generation units, are designed to function independently of the main grid. To ensure stable operation in isolated mode, precise control of system is essential. Common challenges faced by standalone microgrids include maintaining stability of the system with balancing the load and generation from renewable energy sources and preventing fluctuations.  Primary objective of paper to develop and execute an auxiliary controller capable of regulating system within a networked microgrid environment. Intermittent nature of renewable energy sources can lead to fluctuations in system frequency and power flow variations in tie line. To mitigate these challenges and balance the nonlinear output from renewable sources, Mayfly Algorithm (MA)-optimized Proportional-Integral-Derivative (PID) controller is proposed and implemented. Validation results demonstrate that the proposed MA-PID controller effectively regulates system in response to varying load demands and renewable energy sources.
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spelling The Implementation of Enhanced Microgrid using Mayfly Algorithm based PID ControllerMicro grids, comprised of distributed generation units, are designed to function independently of the main grid. To ensure stable operation in isolated mode, precise control of system is essential. Common challenges faced by standalone microgrids include maintaining stability of the system with balancing the load and generation from renewable energy sources and preventing fluctuations.  Primary objective of paper to develop and execute an auxiliary controller capable of regulating system within a networked microgrid environment. Intermittent nature of renewable energy sources can lead to fluctuations in system frequency and power flow variations in tie line. To mitigate these challenges and balance the nonlinear output from renewable sources, Mayfly Algorithm (MA)-optimized Proportional-Integral-Derivative (PID) controller is proposed and implemented. Validation results demonstrate that the proposed MA-PID controller effectively regulates system in response to varying load demands and renewable energy sources.ITEGAM - Instituto de Tecnologia e Educação Galileo da Amazônia2025-02-24info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionPeer-reviewed Articleapplication/pdfhttps://itegam-jetia.org/journal/index.php/jetia/article/view/146810.5935/jetia.v11i51.1468ITEGAM-JETIA; v.11 n.51 2025; 220-226ITEGAM-JETIA; v.11 n.51 2025; 220-226ITEGAM-JETIA; v.11 n.51 2025; 220-2262447-022810.5935/jetia.v11i51reponame:ITEGAM-JETIAinstname:Instituto de Tecnologia e Educação Galileo da Amazônia (ITEGAM)instacron:ITEGAMporhttps://itegam-jetia.org/journal/index.php/jetia/article/view/1468/968Copyright (c) 2025 ITEGAM-JETIAinfo:eu-repo/semantics/openAccessMurali, MSekhar, A Hema2025-03-05T15:36:39Zoai:ojs.itegam-jetia.org:article/1468Revistahttps://itegam-jetia.org/journal/index.php/jetiaPRIhttps://itegam-jetia.org/journal/index.php/jetia/oaieditor@itegam-jetia.orgopendoar:2025-03-05T15:36:39ITEGAM-JETIA - Instituto de Tecnologia e Educação Galileo da Amazônia (ITEGAM)false
dc.title.none.fl_str_mv The Implementation of Enhanced Microgrid using Mayfly Algorithm based PID Controller
title The Implementation of Enhanced Microgrid using Mayfly Algorithm based PID Controller
spellingShingle The Implementation of Enhanced Microgrid using Mayfly Algorithm based PID Controller
Murali, M
title_short The Implementation of Enhanced Microgrid using Mayfly Algorithm based PID Controller
title_full The Implementation of Enhanced Microgrid using Mayfly Algorithm based PID Controller
title_fullStr The Implementation of Enhanced Microgrid using Mayfly Algorithm based PID Controller
title_full_unstemmed The Implementation of Enhanced Microgrid using Mayfly Algorithm based PID Controller
title_sort The Implementation of Enhanced Microgrid using Mayfly Algorithm based PID Controller
author Murali, M
author_facet Murali, M
Sekhar, A Hema
author_role author
author2 Sekhar, A Hema
author2_role author
dc.contributor.author.fl_str_mv Murali, M
Sekhar, A Hema
description Micro grids, comprised of distributed generation units, are designed to function independently of the main grid. To ensure stable operation in isolated mode, precise control of system is essential. Common challenges faced by standalone microgrids include maintaining stability of the system with balancing the load and generation from renewable energy sources and preventing fluctuations.  Primary objective of paper to develop and execute an auxiliary controller capable of regulating system within a networked microgrid environment. Intermittent nature of renewable energy sources can lead to fluctuations in system frequency and power flow variations in tie line. To mitigate these challenges and balance the nonlinear output from renewable sources, Mayfly Algorithm (MA)-optimized Proportional-Integral-Derivative (PID) controller is proposed and implemented. Validation results demonstrate that the proposed MA-PID controller effectively regulates system in response to varying load demands and renewable energy sources.
publishDate 2025
dc.date.none.fl_str_mv 2025-02-24
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
Peer-reviewed Article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://itegam-jetia.org/journal/index.php/jetia/article/view/1468
10.5935/jetia.v11i51.1468
url https://itegam-jetia.org/journal/index.php/jetia/article/view/1468
identifier_str_mv 10.5935/jetia.v11i51.1468
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://itegam-jetia.org/journal/index.php/jetia/article/view/1468/968
dc.rights.driver.fl_str_mv Copyright (c) 2025 ITEGAM-JETIA
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2025 ITEGAM-JETIA
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv ITEGAM - Instituto de Tecnologia e Educação Galileo da Amazônia
publisher.none.fl_str_mv ITEGAM - Instituto de Tecnologia e Educação Galileo da Amazônia
dc.source.none.fl_str_mv ITEGAM-JETIA; v.11 n.51 2025; 220-226
ITEGAM-JETIA; v.11 n.51 2025; 220-226
ITEGAM-JETIA; v.11 n.51 2025; 220-226
2447-0228
10.5935/jetia.v11i51
reponame:ITEGAM-JETIA
instname:Instituto de Tecnologia e Educação Galileo da Amazônia (ITEGAM)
instacron:ITEGAM
instname_str Instituto de Tecnologia e Educação Galileo da Amazônia (ITEGAM)
instacron_str ITEGAM
institution ITEGAM
reponame_str ITEGAM-JETIA
collection ITEGAM-JETIA
repository.name.fl_str_mv ITEGAM-JETIA - Instituto de Tecnologia e Educação Galileo da Amazônia (ITEGAM)
repository.mail.fl_str_mv editor@itegam-jetia.org
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