Firefly analytical hierarchy algorithm for optimal allocation and sizing of DG in distribution network

Distributed generation (DG) can be beneficially allocated in distribution power systems to improve the power system's efficiency. However, specious DG's allocation and sizing may cause more power loss and voltage profile issues for distribution feeders. Therefore, optimization algorithms a...

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Main Authors: Noor Ropidah, Bujal, Aida Fazliana, Abdul Kadir, Marizan, Sulaiman, Sulastri, Abdul Manap, Mohamad Fani, Sulaima
Format: Article
Language:English
Published: Institute of Advanced Engineering and Science 2022
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Online Access:http://umpir.ump.edu.my/id/eprint/37449/1/Firefly%20analytical%20hierarchy%20algorithm%20for%20optimal%20allocation%20and%20sizing%20of%20DG%20in%20distribution%20network.pdf
http://umpir.ump.edu.my/id/eprint/37449/
https://doi.org/10.11591/ijpeds.v13.i3.pp1419-1429
https://doi.org/10.11591/ijpeds.v13.i3.pp1419-1429
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spelling my.ump.umpir.374492023-08-23T01:20:44Z http://umpir.ump.edu.my/id/eprint/37449/ Firefly analytical hierarchy algorithm for optimal allocation and sizing of DG in distribution network Noor Ropidah, Bujal Aida Fazliana, Abdul Kadir Marizan, Sulaiman Sulastri, Abdul Manap Mohamad Fani, Sulaima T Technology (General) TA Engineering (General). Civil engineering (General) TK Electrical engineering. Electronics Nuclear engineering Distributed generation (DG) can be beneficially allocated in distribution power systems to improve the power system's efficiency. However, specious DG's allocation and sizing may cause more power loss and voltage profile issues for distribution feeders. Therefore, optimization algorithms are vital for future intelligent power distribution network planning. Hence, this study proposes a multi-objective firefly analytical hierarchy algorithm (FAHA) for determining the optimal allocation and sizing of DG. The multi-objective function formulation is improved further by integrating analytical hierarchy process (AHP) with FA to obtain the weight of the coefficient factor (CF). The performance of the proposed approach is verified on the 118-bus radial distribution network with different bus voltage at DG location (VDG) as regulated PV-bus during load flow calculations. The calculated CF and impact of the unregulated voltage at the PV-bus on the objectives function have been analysed. The findings show that the proposed techniques could allocate the DG at the most voltage deviation while minimizing the power loss and improving the radial distribution’s voltage stability index (VSI). The experimental results indicate that the approach is able to improve the overall voltage profile, especially at PQ-buses, minimize the power loss while improving the network's stability index simultaneously. Institute of Advanced Engineering and Science 2022-09 Article PeerReviewed pdf en cc_by_sa_4 http://umpir.ump.edu.my/id/eprint/37449/1/Firefly%20analytical%20hierarchy%20algorithm%20for%20optimal%20allocation%20and%20sizing%20of%20DG%20in%20distribution%20network.pdf Noor Ropidah, Bujal and Aida Fazliana, Abdul Kadir and Marizan, Sulaiman and Sulastri, Abdul Manap and Mohamad Fani, Sulaima (2022) Firefly analytical hierarchy algorithm for optimal allocation and sizing of DG in distribution network. International Journal of Power Electronics and Drive Systems, 13 (3). pp. 1419-1429. ISSN 2088-8694. (Published) https://doi.org/10.11591/ijpeds.v13.i3.pp1419-1429 https://doi.org/10.11591/ijpeds.v13.i3.pp1419-1429
institution Universiti Malaysia Pahang
building UMP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang
content_source UMP Institutional Repository
url_provider http://umpir.ump.edu.my/
language English
topic T Technology (General)
TA Engineering (General). Civil engineering (General)
TK Electrical engineering. Electronics Nuclear engineering
spellingShingle T Technology (General)
TA Engineering (General). Civil engineering (General)
TK Electrical engineering. Electronics Nuclear engineering
Noor Ropidah, Bujal
Aida Fazliana, Abdul Kadir
Marizan, Sulaiman
Sulastri, Abdul Manap
Mohamad Fani, Sulaima
Firefly analytical hierarchy algorithm for optimal allocation and sizing of DG in distribution network
description Distributed generation (DG) can be beneficially allocated in distribution power systems to improve the power system's efficiency. However, specious DG's allocation and sizing may cause more power loss and voltage profile issues for distribution feeders. Therefore, optimization algorithms are vital for future intelligent power distribution network planning. Hence, this study proposes a multi-objective firefly analytical hierarchy algorithm (FAHA) for determining the optimal allocation and sizing of DG. The multi-objective function formulation is improved further by integrating analytical hierarchy process (AHP) with FA to obtain the weight of the coefficient factor (CF). The performance of the proposed approach is verified on the 118-bus radial distribution network with different bus voltage at DG location (VDG) as regulated PV-bus during load flow calculations. The calculated CF and impact of the unregulated voltage at the PV-bus on the objectives function have been analysed. The findings show that the proposed techniques could allocate the DG at the most voltage deviation while minimizing the power loss and improving the radial distribution’s voltage stability index (VSI). The experimental results indicate that the approach is able to improve the overall voltage profile, especially at PQ-buses, minimize the power loss while improving the network's stability index simultaneously.
format Article
author Noor Ropidah, Bujal
Aida Fazliana, Abdul Kadir
Marizan, Sulaiman
Sulastri, Abdul Manap
Mohamad Fani, Sulaima
author_facet Noor Ropidah, Bujal
Aida Fazliana, Abdul Kadir
Marizan, Sulaiman
Sulastri, Abdul Manap
Mohamad Fani, Sulaima
author_sort Noor Ropidah, Bujal
title Firefly analytical hierarchy algorithm for optimal allocation and sizing of DG in distribution network
title_short Firefly analytical hierarchy algorithm for optimal allocation and sizing of DG in distribution network
title_full Firefly analytical hierarchy algorithm for optimal allocation and sizing of DG in distribution network
title_fullStr Firefly analytical hierarchy algorithm for optimal allocation and sizing of DG in distribution network
title_full_unstemmed Firefly analytical hierarchy algorithm for optimal allocation and sizing of DG in distribution network
title_sort firefly analytical hierarchy algorithm for optimal allocation and sizing of dg in distribution network
publisher Institute of Advanced Engineering and Science
publishDate 2022
url http://umpir.ump.edu.my/id/eprint/37449/1/Firefly%20analytical%20hierarchy%20algorithm%20for%20optimal%20allocation%20and%20sizing%20of%20DG%20in%20distribution%20network.pdf
http://umpir.ump.edu.my/id/eprint/37449/
https://doi.org/10.11591/ijpeds.v13.i3.pp1419-1429
https://doi.org/10.11591/ijpeds.v13.i3.pp1419-1429
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score 13.209306