Improved barnacles mating optimizer for loss minimization problem in optimal reactive power dispatch
The solution of Optimal Reactive Power Dispatch (ORPD) can be treated as one of the sub-Optimal Power Flow (OPF) problems where the loss minimization is one of the objective functions to be solved. In this paper, an improvement of recent algorithm namely Improved Barnacles Mating optimizer (IBMO) is...
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| Format: | Conference or Workshop Item |
| Language: | English English |
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Institute of Electrical and Electronics Engineers Inc.
2023
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| Online Access: | http://umpir.ump.edu.my/id/eprint/38770/1/Improved%20barnacles%20mating%20optimizer%20for%20loss%20minimization.pdf http://umpir.ump.edu.my/id/eprint/38770/2/Improved%20barnacles%20mating%20optimizer%20for%20loss%20minimization%20problem%20in%20optimal%20reactive%20power%20dispatch_ABS.pdf |
| _version_ | 1825815173061935104 |
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| author | Mohd Herwan, Sulaiman Zuriani, Mustaffa Omar, Aliman Mohd Mawardi, Saari |
| author_facet | Mohd Herwan, Sulaiman Zuriani, Mustaffa Omar, Aliman Mohd Mawardi, Saari |
| author_sort | Mohd Herwan, Sulaiman |
| collection | UMP |
| description | The solution of Optimal Reactive Power Dispatch (ORPD) can be treated as one of the sub-Optimal Power Flow (OPF) problems where the loss minimization is one of the objective functions to be solved. In this paper, an improvement of recent algorithm namely Improved Barnacles Mating optimizer (IBMO) is proposed to determine the best combination of control variables of power system's components such as generator bus voltages, injected MVAR devices and transformer ratios so that the total transmission loss can be minimized. To assess the performance of IBMO in loss minimization of ORPD, IEEE 57-bus system will be used. The performance of IBMO will be compared with original BMO and Moth-Flame optimizer (MFO) to show the effectiveness of proposed improvement in solving the ORPD problem. |
| first_indexed | 2024-03-06T13:09:28Z |
| format | Conference or Workshop Item |
| id | UMPir38770 |
| institution | Universiti Malaysia Pahang |
| language | English English |
| last_indexed | 2024-03-06T13:09:28Z |
| publishDate | 2023 |
| publisher | Institute of Electrical and Electronics Engineers Inc. |
| record_format | dspace |
| spelling | UMPir387702023-11-06T04:38:17Z http://umpir.ump.edu.my/id/eprint/38770/ Improved barnacles mating optimizer for loss minimization problem in optimal reactive power dispatch Mohd Herwan, Sulaiman Zuriani, Mustaffa Omar, Aliman Mohd Mawardi, Saari QA75 Electronic computers. Computer science QA76 Computer software T Technology (General) TA Engineering (General). Civil engineering (General) TK Electrical engineering. Electronics Nuclear engineering The solution of Optimal Reactive Power Dispatch (ORPD) can be treated as one of the sub-Optimal Power Flow (OPF) problems where the loss minimization is one of the objective functions to be solved. In this paper, an improvement of recent algorithm namely Improved Barnacles Mating optimizer (IBMO) is proposed to determine the best combination of control variables of power system's components such as generator bus voltages, injected MVAR devices and transformer ratios so that the total transmission loss can be minimized. To assess the performance of IBMO in loss minimization of ORPD, IEEE 57-bus system will be used. The performance of IBMO will be compared with original BMO and Moth-Flame optimizer (MFO) to show the effectiveness of proposed improvement in solving the ORPD problem. Institute of Electrical and Electronics Engineers Inc. 2023 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/38770/1/Improved%20barnacles%20mating%20optimizer%20for%20loss%20minimization.pdf pdf en http://umpir.ump.edu.my/id/eprint/38770/2/Improved%20barnacles%20mating%20optimizer%20for%20loss%20minimization%20problem%20in%20optimal%20reactive%20power%20dispatch_ABS.pdf Mohd Herwan, Sulaiman and Zuriani, Mustaffa and Omar, Aliman and Mohd Mawardi, Saari (2023) Improved barnacles mating optimizer for loss minimization problem in optimal reactive power dispatch. In: 13th IEEE Symposium on Computer Applications and Industrial Electronics, ISCAIE 2023 , 20-21 May 2023 , Penang. pp. 51-55.. ISBN 979-835034731-9 (Published) https://doi.org/10.1109/ISCAIE57739.2023.10165315 |
| spellingShingle | QA75 Electronic computers. Computer science QA76 Computer software T Technology (General) TA Engineering (General). Civil engineering (General) TK Electrical engineering. Electronics Nuclear engineering Mohd Herwan, Sulaiman Zuriani, Mustaffa Omar, Aliman Mohd Mawardi, Saari Improved barnacles mating optimizer for loss minimization problem in optimal reactive power dispatch |
| title | Improved barnacles mating optimizer for loss minimization problem in optimal reactive power dispatch |
| title_full | Improved barnacles mating optimizer for loss minimization problem in optimal reactive power dispatch |
| title_fullStr | Improved barnacles mating optimizer for loss minimization problem in optimal reactive power dispatch |
| title_full_unstemmed | Improved barnacles mating optimizer for loss minimization problem in optimal reactive power dispatch |
| title_short | Improved barnacles mating optimizer for loss minimization problem in optimal reactive power dispatch |
| title_sort | improved barnacles mating optimizer for loss minimization problem in optimal reactive power dispatch |
| topic | QA75 Electronic computers. Computer science QA76 Computer software T Technology (General) TA Engineering (General). Civil engineering (General) TK Electrical engineering. Electronics Nuclear engineering |
| url | http://umpir.ump.edu.my/id/eprint/38770/1/Improved%20barnacles%20mating%20optimizer%20for%20loss%20minimization.pdf http://umpir.ump.edu.my/id/eprint/38770/2/Improved%20barnacles%20mating%20optimizer%20for%20loss%20minimization%20problem%20in%20optimal%20reactive%20power%20dispatch_ABS.pdf |
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