Improved grey wolf optimization algorithm for overcurrent relays coordination
Recently, nature inspired algorithms (NIA) have been implemented to various fields of optimization problem such as biomedical engineering, electrical engineering, computer science and etc. The achievement of NIA in solving optimization in these fields becoming the motivation to apply one of the NIA...
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| Format: | Conference or Workshop Item |
| Language: | English English |
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IEEE
2019
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| Online Access: | http://umpir.ump.edu.my/id/eprint/24109/1/48.%20Improved%20grey%20wolf%20optimization%20algorithm%20for%20overcurrent.pdf http://umpir.ump.edu.my/id/eprint/24109/2/48.1%20Improved%20grey%20wolf%20optimization%20algorithm%20for%20overcurrent.pdf |
| _version_ | 1796993212884189184 |
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| author | Noor Zaihah, Jamal Mohd Herwan, Sulaiman Omar, Aliman Zuriani, Mustaffa Mohd Wazir, Mustafa |
| author_facet | Noor Zaihah, Jamal Mohd Herwan, Sulaiman Omar, Aliman Zuriani, Mustaffa Mohd Wazir, Mustafa |
| author_sort | Noor Zaihah, Jamal |
| collection | UMP |
| description | Recently, nature inspired algorithms (NIA) have been implemented to various fields of optimization problem such as biomedical engineering, electrical engineering, computer science and etc. The achievement of NIA in solving optimization in these fields becoming the motivation to apply one of the NIA namely Grey Wolf Optimizer (GWO) into overcurrent relay coordination problem. However, the current state of GWO suffers lack of exploration problem. Hence, the improvement of GWO has been proposed in this paper to enhance the exploration of original GWO. The improvement of GWO (IGWO) is implemented in finding the the optimal value of the Time Multiplier Setting (TMS) and Plug Setting (PS) in order to minimize the primary relays’ operating time at the near end fault. Comprehensive simulation studies have been performed to demonstrate the reliability and efficiency of the proposed modification technique compared to the original GWO. The generated results have confirmed the proposed IGWO is able to improve the objective function of the overcurrent relay coordination problem. |
| first_indexed | 2024-03-06T12:30:51Z |
| format | Conference or Workshop Item |
| id | UMPir24109 |
| institution | Universiti Malaysia Pahang |
| language | English English |
| last_indexed | 2024-03-06T12:30:51Z |
| publishDate | 2019 |
| publisher | IEEE |
| record_format | dspace |
| spelling | UMPir241092019-07-18T07:08:38Z http://umpir.ump.edu.my/id/eprint/24109/ Improved grey wolf optimization algorithm for overcurrent relays coordination Noor Zaihah, Jamal Mohd Herwan, Sulaiman Omar, Aliman Zuriani, Mustaffa Mohd Wazir, Mustafa TK Electrical engineering. Electronics Nuclear engineering Recently, nature inspired algorithms (NIA) have been implemented to various fields of optimization problem such as biomedical engineering, electrical engineering, computer science and etc. The achievement of NIA in solving optimization in these fields becoming the motivation to apply one of the NIA namely Grey Wolf Optimizer (GWO) into overcurrent relay coordination problem. However, the current state of GWO suffers lack of exploration problem. Hence, the improvement of GWO has been proposed in this paper to enhance the exploration of original GWO. The improvement of GWO (IGWO) is implemented in finding the the optimal value of the Time Multiplier Setting (TMS) and Plug Setting (PS) in order to minimize the primary relays’ operating time at the near end fault. Comprehensive simulation studies have been performed to demonstrate the reliability and efficiency of the proposed modification technique compared to the original GWO. The generated results have confirmed the proposed IGWO is able to improve the objective function of the overcurrent relay coordination problem. IEEE 2019-03 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/24109/1/48.%20Improved%20grey%20wolf%20optimization%20algorithm%20for%20overcurrent.pdf pdf en http://umpir.ump.edu.my/id/eprint/24109/2/48.1%20Improved%20grey%20wolf%20optimization%20algorithm%20for%20overcurrent.pdf Noor Zaihah, Jamal and Mohd Herwan, Sulaiman and Omar, Aliman and Zuriani, Mustaffa and Mohd Wazir, Mustafa (2019) Improved grey wolf optimization algorithm for overcurrent relays coordination. In: 9th IEEE Control and System Graduate Research Colloquium, ICSGRC 2018 , 3 - 4 Ogos 2018 , Shah Alam. pp. 1-6. (8657634). ISBN 978-153866321-9 https://doi.org/10.1109/ICSGRC.2018.8657634 |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering Noor Zaihah, Jamal Mohd Herwan, Sulaiman Omar, Aliman Zuriani, Mustaffa Mohd Wazir, Mustafa Improved grey wolf optimization algorithm for overcurrent relays coordination |
| title | Improved grey wolf optimization algorithm for overcurrent relays coordination |
| title_full | Improved grey wolf optimization algorithm for overcurrent relays coordination |
| title_fullStr | Improved grey wolf optimization algorithm for overcurrent relays coordination |
| title_full_unstemmed | Improved grey wolf optimization algorithm for overcurrent relays coordination |
| title_short | Improved grey wolf optimization algorithm for overcurrent relays coordination |
| title_sort | improved grey wolf optimization algorithm for overcurrent relays coordination |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://umpir.ump.edu.my/id/eprint/24109/1/48.%20Improved%20grey%20wolf%20optimization%20algorithm%20for%20overcurrent.pdf http://umpir.ump.edu.my/id/eprint/24109/2/48.1%20Improved%20grey%20wolf%20optimization%20algorithm%20for%20overcurrent.pdf |
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