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...
Published in: | Bulletin of Electrical Engineering and Informatics |
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Language: | English |
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Institute of Advanced Engineering and Science
2019
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Online Access: | https://www.scopus.com/inward/record.uri?eid=2-s2.0-85071394911&doi=10.11591%2feei.v8i3.1631&partnerID=40&md5=a6376ad443583b89c0189ba58ce183d7 |
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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 |
_version_ |
1809677902607810560 |