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Distribution feeder reconfiguration with distributed generation using backward/forward sweep power flow - grey wolf optimizer

This article presents an effective combination method based on Backward/Forward Sweep Power Flow- Grey Wolf optimizer (BFSPF-GWO) for feeder reconfiguration in a distribution network with the presence of distributed generation (DG). The 33-bus test system by adding five tie line switches is proposed...

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Main Authors: Syed Muhammad Fadli, Syed Drus, Norhafidzah, Mohd Saad, Mohammad Fadhil, Abas, Suliana, Ab Ghani, Norazila, Jaalam, Ali, Abid
Format: Conference or Workshop Item
Language:English
English
Published: Institute of Electrical and Electronics Engineers Inc. 2023
Subjects:
T Technology (General)
TA Engineering (General). Civil engineering (General)
TK Electrical engineering. Electronics Nuclear engineering
Online Access:http://umpir.ump.edu.my/id/eprint/38776/1/Distribution%20feeder%20reconfiguration%20with%20distributed%20generation.pdf
http://umpir.ump.edu.my/id/eprint/38776/2/Distribution%20feeder%20reconfiguration%20with%20distributed%20generation%20using%20backward_forward%20sweep%20power%20flow%20-%20grey%20wolf%20optimizer_ABS.pdf
http://umpir.ump.edu.my/id/eprint/38776/
https://doi.org/10.1109/CSPA57446.2023.10087738
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spelling my.ump.umpir.387762023-11-06T06:49:17Z http://umpir.ump.edu.my/id/eprint/38776/ Distribution feeder reconfiguration with distributed generation using backward/forward sweep power flow - grey wolf optimizer Syed Muhammad Fadli, Syed Drus Norhafidzah, Mohd Saad Mohammad Fadhil, Abas Suliana, Ab Ghani Norazila, Jaalam Ali, Abid T Technology (General) TA Engineering (General). Civil engineering (General) TK Electrical engineering. Electronics Nuclear engineering This article presents an effective combination method based on Backward/Forward Sweep Power Flow- Grey Wolf optimizer (BFSPF-GWO) for feeder reconfiguration in a distribution network with the presence of distributed generation (DG). The 33-bus test system by adding five tie line switches is proposed with the objective functions of minimizing total power losses and improving the voltage profiles. The results reveal a reduction in active and reactive power losses at 71.41% and 67.66%, respectively. The optimal sizing of DG and installation location are identified by installing a 2.26 MW DG at bus 29. The magnitudes of voltage profiles and critical buses in the test system have been improved. The proposed BFSPF-GWO algorithm's performance in DG placement and sizing with feeder reconfiguration has been evaluated by comparing the results with Mixed-integer optimization by GA (MIOGA) and Particle Swarm optimization (PSO). Institute of Electrical and Electronics Engineers Inc. 2023 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/38776/1/Distribution%20feeder%20reconfiguration%20with%20distributed%20generation.pdf pdf en http://umpir.ump.edu.my/id/eprint/38776/2/Distribution%20feeder%20reconfiguration%20with%20distributed%20generation%20using%20backward_forward%20sweep%20power%20flow%20-%20grey%20wolf%20optimizer_ABS.pdf Syed Muhammad Fadli, Syed Drus and Norhafidzah, Mohd Saad and Mohammad Fadhil, Abas and Suliana, Ab Ghani and Norazila, Jaalam and Ali, Abid (2023) Distribution feeder reconfiguration with distributed generation using backward/forward sweep power flow - grey wolf optimizer. In: 2023 19th IEEE International Colloquium on Signal Processing and Its Applications, CSPA 2023 - Conference Proceedings, 3-4 March 2023 , Kedah. pp. 213-218.. ISBN 978-166547692-8 https://doi.org/10.1109/CSPA57446.2023.10087738
institution Universiti Malaysia Pahang Al-Sultan Abdullah
building UMPSA Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang Al-Sultan Abdullah
content_source UMPSA Institutional Repository
url_provider http://umpir.ump.edu.my/
language English
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
Syed Muhammad Fadli, Syed Drus
Norhafidzah, Mohd Saad
Mohammad Fadhil, Abas
Suliana, Ab Ghani
Norazila, Jaalam
Ali, Abid
Distribution feeder reconfiguration with distributed generation using backward/forward sweep power flow - grey wolf optimizer
description This article presents an effective combination method based on Backward/Forward Sweep Power Flow- Grey Wolf optimizer (BFSPF-GWO) for feeder reconfiguration in a distribution network with the presence of distributed generation (DG). The 33-bus test system by adding five tie line switches is proposed with the objective functions of minimizing total power losses and improving the voltage profiles. The results reveal a reduction in active and reactive power losses at 71.41% and 67.66%, respectively. The optimal sizing of DG and installation location are identified by installing a 2.26 MW DG at bus 29. The magnitudes of voltage profiles and critical buses in the test system have been improved. The proposed BFSPF-GWO algorithm's performance in DG placement and sizing with feeder reconfiguration has been evaluated by comparing the results with Mixed-integer optimization by GA (MIOGA) and Particle Swarm optimization (PSO).
format Conference or Workshop Item
author Syed Muhammad Fadli, Syed Drus
Norhafidzah, Mohd Saad
Mohammad Fadhil, Abas
Suliana, Ab Ghani
Norazila, Jaalam
Ali, Abid
author_facet Syed Muhammad Fadli, Syed Drus
Norhafidzah, Mohd Saad
Mohammad Fadhil, Abas
Suliana, Ab Ghani
Norazila, Jaalam
Ali, Abid
author_sort Syed Muhammad Fadli, Syed Drus
title Distribution feeder reconfiguration with distributed generation using backward/forward sweep power flow - grey wolf optimizer
title_short Distribution feeder reconfiguration with distributed generation using backward/forward sweep power flow - grey wolf optimizer
title_full Distribution feeder reconfiguration with distributed generation using backward/forward sweep power flow - grey wolf optimizer
title_fullStr Distribution feeder reconfiguration with distributed generation using backward/forward sweep power flow - grey wolf optimizer
title_full_unstemmed Distribution feeder reconfiguration with distributed generation using backward/forward sweep power flow - grey wolf optimizer
title_sort distribution feeder reconfiguration with distributed generation using backward/forward sweep power flow - grey wolf optimizer
publisher Institute of Electrical and Electronics Engineers Inc.
publishDate 2023
url http://umpir.ump.edu.my/id/eprint/38776/1/Distribution%20feeder%20reconfiguration%20with%20distributed%20generation.pdf
http://umpir.ump.edu.my/id/eprint/38776/2/Distribution%20feeder%20reconfiguration%20with%20distributed%20generation%20using%20backward_forward%20sweep%20power%20flow%20-%20grey%20wolf%20optimizer_ABS.pdf
http://umpir.ump.edu.my/id/eprint/38776/
https://doi.org/10.1109/CSPA57446.2023.10087738
_version_ 1822923748110499840
score 13.232414

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