An application of barnacles mating optimizer for solving economic dispatch problems
This paper presents an application of a new nature-based optimization algorithm namely Barnacles Mating optimizer (BMO) to solve the well-known economic dispatch (ED) problem in power system operation. ED is one of the classical optimization problems which draws a lot of attention of power engineers...
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| Format: | Conference or Workshop Item |
| Language: | English |
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IEEE
2019
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/25602/1/An%20application%20of%20barnacles%20mating%20optimizer%20for%20solving%20.pdf |
| _version_ | 1825812823715872768 |
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| author | Mohd Herwan, Sulaiman Zuriani, Mustaffa Omar, Aliman |
| author_facet | Mohd Herwan, Sulaiman Zuriani, Mustaffa Omar, Aliman |
| author_sort | Mohd Herwan, Sulaiman |
| collection | UMP |
| description | This paper presents an application of a new nature-based optimization algorithm namely Barnacles Mating optimizer (BMO) to solve the well-known economic dispatch (ED) problem in power system operation. ED is one of the classical optimization problems which draws a lot of attention of power engineers as well as researchers globally in order to obtain the minimum cost of power generation by fulfilling all the constraints and demand. The practical constraints will be considered in this paper such as prohibited operating zones, ramp rate limits and generation operating limits. BMO on the other hand is the new algorithm based on behavior of barnacles seeking for mating. BMO will be adopted in finding the optimal combination of power generation so that the minimum cost can be achieved without violating any constraints. 6-units and 15-units case systems will be utilized to show the effectiveness of BMO compared with other recent algorithms. |
| first_indexed | 2024-03-06T12:34:51Z |
| format | Conference or Workshop Item |
| id | UMPir25602 |
| institution | Universiti Malaysia Pahang |
| language | English |
| last_indexed | 2024-03-06T12:34:51Z |
| publishDate | 2019 |
| publisher | IEEE |
| record_format | dspace |
| spelling | UMPir256022019-12-13T04:36:36Z http://umpir.ump.edu.my/id/eprint/25602/ An application of barnacles mating optimizer for solving economic dispatch problems Mohd Herwan, Sulaiman Zuriani, Mustaffa Omar, Aliman TK Electrical engineering. Electronics Nuclear engineering This paper presents an application of a new nature-based optimization algorithm namely Barnacles Mating optimizer (BMO) to solve the well-known economic dispatch (ED) problem in power system operation. ED is one of the classical optimization problems which draws a lot of attention of power engineers as well as researchers globally in order to obtain the minimum cost of power generation by fulfilling all the constraints and demand. The practical constraints will be considered in this paper such as prohibited operating zones, ramp rate limits and generation operating limits. BMO on the other hand is the new algorithm based on behavior of barnacles seeking for mating. BMO will be adopted in finding the optimal combination of power generation so that the minimum cost can be achieved without violating any constraints. 6-units and 15-units case systems will be utilized to show the effectiveness of BMO compared with other recent algorithms. IEEE 2019-05-16 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/25602/1/An%20application%20of%20barnacles%20mating%20optimizer%20for%20solving%20.pdf Mohd Herwan, Sulaiman and Zuriani, Mustaffa and Omar, Aliman (2019) An application of barnacles mating optimizer for solving economic dispatch problems. In: IEEE Jordan International Joint Conference on Electrical Engineering and Information Technology, JEEIT 2019 , 9 - 11 April 2019 , Le Royal Amman Hotel, Amman, Jordan. pp. 835-839. (8717377). ISBN 9781538679425 (Published) https://doi.org/10.1109/JEEIT.2019.8717377 |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering Mohd Herwan, Sulaiman Zuriani, Mustaffa Omar, Aliman An application of barnacles mating optimizer for solving economic dispatch problems |
| title | An application of barnacles mating optimizer for solving economic dispatch problems |
| title_full | An application of barnacles mating optimizer for solving economic dispatch problems |
| title_fullStr | An application of barnacles mating optimizer for solving economic dispatch problems |
| title_full_unstemmed | An application of barnacles mating optimizer for solving economic dispatch problems |
| title_short | An application of barnacles mating optimizer for solving economic dispatch problems |
| title_sort | application of barnacles mating optimizer for solving economic dispatch problems |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://umpir.ump.edu.my/id/eprint/25602/1/An%20application%20of%20barnacles%20mating%20optimizer%20for%20solving%20.pdf |
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