Integrated monte carlo-evolutionary programming technique for distributed generation studies in distribution system

This paper presents the optimal multiple distributed generations (MDGs) installation for improving the voltage profile and minimizing power losses of distribution system using the integrated monte-carlo evolutionary programming (EP). EP was used as the optimization technique while monte carlo simula...

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Published in:Bulletin of Electrical Engineering and Informatics
Main Author: Abas N.A.S.; Musirin I.; Jelani S.; Mansor M.H.; Honnoon N.M.S.; Othman M.M.
Format: Article
Language:English
Published: Institute of Advanced Engineering and Science 2019
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85071394911&doi=10.11591%2feei.v8i3.1631&partnerID=40&md5=a6376ad443583b89c0189ba58ce183d7
id 2-s2.0-85071394911
spelling 2-s2.0-85071394911
Abas N.A.S.; Musirin I.; Jelani S.; Mansor M.H.; Honnoon N.M.S.; Othman M.M.
Integrated monte carlo-evolutionary programming technique for distributed generation studies in distribution system
2019
Bulletin of Electrical Engineering and Informatics
8
3
10.11591/eei.v8i3.1631
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85071394911&doi=10.11591%2feei.v8i3.1631&partnerID=40&md5=a6376ad443583b89c0189ba58ce183d7
This paper presents the optimal multiple distributed generations (MDGs) installation for improving the voltage profile and minimizing power losses of distribution system using the integrated monte-carlo evolutionary programming (EP). EP was used as the optimization technique while monte carlo simulation is used to find the random number of locations of MDGs. This involved the testing of the proposed technique on IEEE 69-bus distribution test system. It is found that the proposed approach successfully solved the MDGs installation problem by reducing the power losses and improving the minimum voltage of the distribution system. © 2019 Institute of Advanced Engineering and Science. All rights reserved.
Institute of Advanced Engineering and Science
20893191
English
Article
All Open Access; Gold Open Access
author Abas N.A.S.; Musirin I.; Jelani S.; Mansor M.H.; Honnoon N.M.S.; Othman M.M.
spellingShingle Abas N.A.S.; Musirin I.; Jelani S.; Mansor M.H.; Honnoon N.M.S.; Othman M.M.
Integrated monte carlo-evolutionary programming technique for distributed generation studies in distribution system
author_facet Abas N.A.S.; Musirin I.; Jelani S.; Mansor M.H.; Honnoon N.M.S.; Othman M.M.
author_sort Abas N.A.S.; Musirin I.; Jelani S.; Mansor M.H.; Honnoon N.M.S.; Othman M.M.
title Integrated monte carlo-evolutionary programming technique for distributed generation studies in distribution system
title_short Integrated monte carlo-evolutionary programming technique for distributed generation studies in distribution system
title_full Integrated monte carlo-evolutionary programming technique for distributed generation studies in distribution system
title_fullStr Integrated monte carlo-evolutionary programming technique for distributed generation studies in distribution system
title_full_unstemmed Integrated monte carlo-evolutionary programming technique for distributed generation studies in distribution system
title_sort Integrated monte carlo-evolutionary programming technique for distributed generation studies in distribution system
publishDate 2019
container_title Bulletin of Electrical Engineering and Informatics
container_volume 8
container_issue 3
doi_str_mv 10.11591/eei.v8i3.1631
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-85071394911&doi=10.11591%2feei.v8i3.1631&partnerID=40&md5=a6376ad443583b89c0189ba58ce183d7
description This paper presents the optimal multiple distributed generations (MDGs) installation for improving the voltage profile and minimizing power losses of distribution system using the integrated monte-carlo evolutionary programming (EP). EP was used as the optimization technique while monte carlo simulation is used to find the random number of locations of MDGs. This involved the testing of the proposed technique on IEEE 69-bus distribution test system. It is found that the proposed approach successfully solved the MDGs installation problem by reducing the power losses and improving the minimum voltage of the distribution system. © 2019 Institute of Advanced Engineering and Science. All rights reserved.
publisher Institute of Advanced Engineering and Science
issn 20893191
language English
format Article
accesstype All Open Access; Gold Open Access
record_format scopus
collection Scopus
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