Economic dispatch solution using moth-flame optimization algorithm
This paper proposes an application of a recent nature inspired optimization technique namely Moth-Flame Optimization (MFO) algorithm in solving the Economic Dispatch (ED) problem. In this paper, the practical constraints will be included in determining the minimum cost of power generation such as ra...
| Main Authors: | , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
EDP Sciences
2018
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/22200/ http://umpir.ump.edu.my/id/eprint/22200/13/Economic%20Dispatch%20Solution%20Using%20Moth-Flame.pdf |
| _version_ | 1848821534143021056 |
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| author | Mohd Herwan, Sulaiman Zuriani, Mustaffa Muhammad Ikram, Mohd Rashid Hamdan, Daniyal |
| author_facet | Mohd Herwan, Sulaiman Zuriani, Mustaffa Muhammad Ikram, Mohd Rashid Hamdan, Daniyal |
| author_sort | Mohd Herwan, Sulaiman |
| building | UMP Institutional Repository |
| collection | Online Access |
| description | This paper proposes an application of a recent nature inspired optimization technique namely Moth-Flame Optimization (MFO) algorithm in solving the Economic Dispatch (ED) problem. In this paper, the practical constraints will be included in determining the minimum cost of power generation such as ramp rate limits, prohibited operating zones and generators operating limits. To show the effectiveness of proposed algorithm, two case systems are used: 6-units and 15-units systems and then the performance of MFO is compared with other techniques from literature. The results show that MFO is able to obtain less total cost than those other algorithms. |
| first_indexed | 2025-11-15T02:26:52Z |
| format | Conference or Workshop Item |
| id | ump-22200 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T02:26:52Z |
| publishDate | 2018 |
| publisher | EDP Sciences |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | ump-222002021-02-24T02:42:03Z http://umpir.ump.edu.my/id/eprint/22200/ Economic dispatch solution using moth-flame optimization algorithm Mohd Herwan, Sulaiman Zuriani, Mustaffa Muhammad Ikram, Mohd Rashid Hamdan, Daniyal TK Electrical engineering. Electronics Nuclear engineering This paper proposes an application of a recent nature inspired optimization technique namely Moth-Flame Optimization (MFO) algorithm in solving the Economic Dispatch (ED) problem. In this paper, the practical constraints will be included in determining the minimum cost of power generation such as ramp rate limits, prohibited operating zones and generators operating limits. To show the effectiveness of proposed algorithm, two case systems are used: 6-units and 15-units systems and then the performance of MFO is compared with other techniques from literature. The results show that MFO is able to obtain less total cost than those other algorithms. EDP Sciences 2018-10 Conference or Workshop Item PeerReviewed pdf en cc_by_4 http://umpir.ump.edu.my/id/eprint/22200/13/Economic%20Dispatch%20Solution%20Using%20Moth-Flame.pdf Mohd Herwan, Sulaiman and Zuriani, Mustaffa and Muhammad Ikram, Mohd Rashid and Hamdan, Daniyal (2018) Economic dispatch solution using moth-flame optimization algorithm. In: MATEC Web of Conferences, 2nd International Conference on Information Processing and Control Engineering (ICIPCE 2018) , 27-29 July 2018 , Shanghai, China. pp. 1-6., 214 (03007). ISSN 2261-236X (Published) https://doi.org/10.1051/matecconf/201821403007 |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering Mohd Herwan, Sulaiman Zuriani, Mustaffa Muhammad Ikram, Mohd Rashid Hamdan, Daniyal Economic dispatch solution using moth-flame optimization algorithm |
| title | Economic dispatch solution using moth-flame optimization algorithm |
| title_full | Economic dispatch solution using moth-flame optimization algorithm |
| title_fullStr | Economic dispatch solution using moth-flame optimization algorithm |
| title_full_unstemmed | Economic dispatch solution using moth-flame optimization algorithm |
| title_short | Economic dispatch solution using moth-flame optimization algorithm |
| title_sort | economic dispatch solution using moth-flame optimization algorithm |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://umpir.ump.edu.my/id/eprint/22200/ http://umpir.ump.edu.my/id/eprint/22200/ http://umpir.ump.edu.my/id/eprint/22200/13/Economic%20Dispatch%20Solution%20Using%20Moth-Flame.pdf |