Multi Objective Adaptive Tumbling bacterial Foraging in VAR Solutions for Sustainable Power System Operation.
The application of the developed optimization technique Multi Objective Adaptive Tumbling Bacterial Foraging (MOATBFO) was introduced to solve the multi objective Reactive Power Planning (RPP) problems. The objective of conventional RPP problems is to minimize the total power losses in a system....
Saved in:
| Main Authors: | , , , , |
|---|---|
| Format: | Journal |
| Language: | en |
| Published: |
2018
|
| Subjects: | |
| Online Access: | http://ur.aeu.edu.my/461/1/Multi%20Objective%20Adaptive%20Tumbling%20bacterial%20Foraging%20in%20VAR%20Solutions%20for%20Sustainable%20Power%20System%20Operation..pdf http://ur.aeu.edu.my/461/ http://doi.org/10.11591/ijeecs.v11.i1.pp129-136 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1831336450057043968 |
|---|---|
| author | E.E, Hassan T.K.A, Rahman Z., Zakaria N., Bahaman M.H, Jifri |
| author_facet | E.E, Hassan T.K.A, Rahman Z., Zakaria N., Bahaman M.H, Jifri |
| author_sort | E.E, Hassan |
| building | AEU Library |
| collection | Institutional Repository |
| content_provider | Asia e University |
| content_source | AEU University Repository |
| continent | Asia |
| country | Malaysia |
| description | The application of the developed optimization technique Multi Objective
Adaptive Tumbling Bacterial Foraging (MOATBFO) was introduced to
solve the multi objective Reactive Power Planning (RPP) problems. The
objective of conventional RPP problems is to minimize the total power losses
in a system. However, in this study, the aspect of security was also taken into
consideration in terms of voltage stability condition in solving RPP
problems. Hence, the RPP problem is now termed as security constrained
RPP (SCRPP) and generalized into a multi objective function via weighted
sum method that labeled as MOSCRPP. The best minimum voltage solution
for the network is aimed in ensuring the sustainable power system operation.
In order to verify the performance of the proposed technique were used for
MOSCRPP in the IEEE 57 bus system thus the comprehensive analyses were
also conducted with other multi objective Meta heuristic Evolutionary
Programming (Meta-EP). From the results it shows that the multi objective
ATBFO optimization is able to give better overall improvement in the
objective functions for SCRPP problems |
| format | Journal |
| id | my-aeu-eprints.461 |
| institution | Asia e University |
| language | en |
| publishDate | 2018 |
| record_format | eprints |
| spelling | my-aeu-eprints.4612019-05-21T04:40:45Z http://ur.aeu.edu.my/461/ Multi Objective Adaptive Tumbling bacterial Foraging in VAR Solutions for Sustainable Power System Operation. E.E, Hassan T.K.A, Rahman Z., Zakaria N., Bahaman M.H, Jifri AI Indexes (General) The application of the developed optimization technique Multi Objective Adaptive Tumbling Bacterial Foraging (MOATBFO) was introduced to solve the multi objective Reactive Power Planning (RPP) problems. The objective of conventional RPP problems is to minimize the total power losses in a system. However, in this study, the aspect of security was also taken into consideration in terms of voltage stability condition in solving RPP problems. Hence, the RPP problem is now termed as security constrained RPP (SCRPP) and generalized into a multi objective function via weighted sum method that labeled as MOSCRPP. The best minimum voltage solution for the network is aimed in ensuring the sustainable power system operation. In order to verify the performance of the proposed technique were used for MOSCRPP in the IEEE 57 bus system thus the comprehensive analyses were also conducted with other multi objective Meta heuristic Evolutionary Programming (Meta-EP). From the results it shows that the multi objective ATBFO optimization is able to give better overall improvement in the objective functions for SCRPP problems 2018 Journal NonPeerReviewed text en http://ur.aeu.edu.my/461/1/Multi%20Objective%20Adaptive%20Tumbling%20bacterial%20Foraging%20in%20VAR%20Solutions%20for%20Sustainable%20Power%20System%20Operation..pdf E.E, Hassan and T.K.A, Rahman and Z., Zakaria and N., Bahaman and M.H, Jifri (2018) Multi Objective Adaptive Tumbling bacterial Foraging in VAR Solutions for Sustainable Power System Operation. Indonesian Journal of Electrical Engineering and Computer Science, 11 (1). pp. 129-136. ISSN 2502-4752 http://doi.org/10.11591/ijeecs.v11.i1.pp129-136 |
| spellingShingle | AI Indexes (General) E.E, Hassan T.K.A, Rahman Z., Zakaria N., Bahaman M.H, Jifri Multi Objective Adaptive Tumbling bacterial Foraging in VAR Solutions for Sustainable Power System Operation. |
| title | Multi Objective Adaptive Tumbling bacterial Foraging in VAR Solutions for Sustainable Power System Operation. |
| title_full | Multi Objective Adaptive Tumbling bacterial Foraging in VAR Solutions for Sustainable Power System Operation. |
| title_fullStr | Multi Objective Adaptive Tumbling bacterial Foraging in VAR Solutions for Sustainable Power System Operation. |
| title_full_unstemmed | Multi Objective Adaptive Tumbling bacterial Foraging in VAR Solutions for Sustainable Power System Operation. |
| title_short | Multi Objective Adaptive Tumbling bacterial Foraging in VAR Solutions for Sustainable Power System Operation. |
| title_sort | multi objective adaptive tumbling bacterial foraging in var solutions for sustainable power system operation. |
| topic | AI Indexes (General) |
| url | http://ur.aeu.edu.my/461/1/Multi%20Objective%20Adaptive%20Tumbling%20bacterial%20Foraging%20in%20VAR%20Solutions%20for%20Sustainable%20Power%20System%20Operation..pdf http://ur.aeu.edu.my/461/ http://doi.org/10.11591/ijeecs.v11.i1.pp129-136 |
| url_provider | http://ur.aeu.edu.my/ |