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A Hybrid Multi-objective Integrated JAYA-Evolutionary Programming (MOIJEP) Algorithm for Under Voltage Load Shedding (UVLS) Scheme in Bulk Power System

Progressing demand can lead to voltage decay in a power system which causes under-voltage phenomenon. Load shedding is a reliable last option to secure a power system from possible voltage collapse occurrence when unintended disturbance occurs. Under Voltage Load Shedding (UVLS) is one of the suitab...

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Main Authors: Shukor S.F.A., Musirin I., Hamid Z.A., Senthil Kumar A.V., Mansor M.H., Salimin R.H.
Other Authors: 57211412345
Format: Conference paper
Published: Springer Science and Business Media Deutschland GmbH 2025
Subjects:
Computer programming
Electric load shedding
Electric power plant loads
Evolutionary algorithms
Power quality
Bulk power systems
Evolutionary and jaya algorithm
Evolutionary programming algorithms
Load shedding scheme
Load-shedding
Multi objective
Multi-objectives optimization
Power
Under-voltage load shedding
Undervoltage
Multiobjective optimization
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spelling my.uniten.dspace-369792025-03-03T15:46:18Z A Hybrid Multi-objective Integrated JAYA-Evolutionary Programming (MOIJEP) Algorithm for Under Voltage Load Shedding (UVLS) Scheme in Bulk Power System Shukor S.F.A. Musirin I. Hamid Z.A. Senthil Kumar A.V. Mansor M.H. Salimin R.H. 57211412345 8620004100 36559455000 56888921600 56372667100 25928749500 Computer programming Electric load shedding Electric power plant loads Evolutionary algorithms Power quality Bulk power systems Evolutionary and jaya algorithm Evolutionary programming algorithms Load shedding scheme Load-shedding Multi objective Multi-objectives optimization Power Under-voltage load shedding Undervoltage Multiobjective optimization Progressing demand can lead to voltage decay in a power system which causes under-voltage phenomenon. Load shedding is a reliable last option to secure a power system from possible voltage collapse occurrence when unintended disturbance occurs. Under Voltage Load Shedding (UVLS) is one of the suitable methods to overcome further unsecure operation. This will require a reliable optimization technique to identify the most suitable locations and sizing for UVLS scheme. This paper presents a hybrid multi-objective integrated jaya-evolutionary programming (MOIJEP) algorithm for under voltage load shedding (UVLS) scheme in bulk power system. MOIJEP integrates the features in the original Jaya algorithm into the conventional Evolutionary Programming (EP). A weighted sum multi-objective which considers voltage stability index, loss and minimum voltage in the system is formulated in this study, implemented for multi-load shedding scheme. Results obtained using the proposed MOIJEP are superior to the benchmarked technique, i.e., MOIJEP when validated on the IEEE 57-Bus Reliability Test System (RTS). ? The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2024. Final 2025-03-03T07:46:18Z 2025-03-03T07:46:18Z 2024 Conference paper 10.1007/978-981-97-3940-0_76 2-s2.0-85198726804 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85198726804&doi=10.1007%2f978-981-97-3940-0_76&partnerID=40&md5=799298d0bc06df11ea498ff78f4036a9 https://irepository.uniten.edu.my/handle/123456789/36979 1208 LNEE 689 696 Springer Science and Business Media Deutschland GmbH Scopus
institution Universiti Tenaga Nasional
building UNITEN Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tenaga Nasional
content_source UNITEN Institutional Repository
url_provider http://dspace.uniten.edu.my/
topic Computer programming
Electric load shedding
Electric power plant loads
Evolutionary algorithms
Power quality
Bulk power systems
Evolutionary and jaya algorithm
Evolutionary programming algorithms
Load shedding scheme
Load-shedding
Multi objective
Multi-objectives optimization
Power
Under-voltage load shedding
Undervoltage
Multiobjective optimization
spellingShingle Computer programming
Electric load shedding
Electric power plant loads
Evolutionary algorithms
Power quality
Bulk power systems
Evolutionary and jaya algorithm
Evolutionary programming algorithms
Load shedding scheme
Load-shedding
Multi objective
Multi-objectives optimization
Power
Under-voltage load shedding
Undervoltage
Multiobjective optimization
Shukor S.F.A.
Musirin I.
Hamid Z.A.
Senthil Kumar A.V.
Mansor M.H.
Salimin R.H.
A Hybrid Multi-objective Integrated JAYA-Evolutionary Programming (MOIJEP) Algorithm for Under Voltage Load Shedding (UVLS) Scheme in Bulk Power System
description Progressing demand can lead to voltage decay in a power system which causes under-voltage phenomenon. Load shedding is a reliable last option to secure a power system from possible voltage collapse occurrence when unintended disturbance occurs. Under Voltage Load Shedding (UVLS) is one of the suitable methods to overcome further unsecure operation. This will require a reliable optimization technique to identify the most suitable locations and sizing for UVLS scheme. This paper presents a hybrid multi-objective integrated jaya-evolutionary programming (MOIJEP) algorithm for under voltage load shedding (UVLS) scheme in bulk power system. MOIJEP integrates the features in the original Jaya algorithm into the conventional Evolutionary Programming (EP). A weighted sum multi-objective which considers voltage stability index, loss and minimum voltage in the system is formulated in this study, implemented for multi-load shedding scheme. Results obtained using the proposed MOIJEP are superior to the benchmarked technique, i.e., MOIJEP when validated on the IEEE 57-Bus Reliability Test System (RTS). ? The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2024.
author2 57211412345
author_facet 57211412345
Shukor S.F.A.
Musirin I.
Hamid Z.A.
Senthil Kumar A.V.
Mansor M.H.
Salimin R.H.
format Conference paper
author Shukor S.F.A.
Musirin I.
Hamid Z.A.
Senthil Kumar A.V.
Mansor M.H.
Salimin R.H.
author_sort Shukor S.F.A.
title A Hybrid Multi-objective Integrated JAYA-Evolutionary Programming (MOIJEP) Algorithm for Under Voltage Load Shedding (UVLS) Scheme in Bulk Power System
title_short A Hybrid Multi-objective Integrated JAYA-Evolutionary Programming (MOIJEP) Algorithm for Under Voltage Load Shedding (UVLS) Scheme in Bulk Power System
title_full A Hybrid Multi-objective Integrated JAYA-Evolutionary Programming (MOIJEP) Algorithm for Under Voltage Load Shedding (UVLS) Scheme in Bulk Power System
title_fullStr A Hybrid Multi-objective Integrated JAYA-Evolutionary Programming (MOIJEP) Algorithm for Under Voltage Load Shedding (UVLS) Scheme in Bulk Power System
title_full_unstemmed A Hybrid Multi-objective Integrated JAYA-Evolutionary Programming (MOIJEP) Algorithm for Under Voltage Load Shedding (UVLS) Scheme in Bulk Power System
title_sort hybrid multi-objective integrated jaya-evolutionary programming (moijep) algorithm for under voltage load shedding (uvls) scheme in bulk power system
publisher Springer Science and Business Media Deutschland GmbH
publishDate 2025
_version_ 1825816038548176896
score 13.244109

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