An Application of Grey Wolf Optimizer for Solving Combined Economic Emission Dispatch Problems
Grey Wolf Optimizer (GWO) is a newly proposed algorithm that developed based on inspiration of grey wolves (Canis Lupus). This GWO algorithm mimics the nature of grey wolves in leadership hierarchy and hunting mechanism. This paper is in the purpose of introducing GWO to solve combined economic emis...
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| Format: | Article |
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Praise Worthy Prize
2014
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| Online Access: | http://umpir.ump.edu.my/id/eprint/8007/ |
| _version_ | 1848818145215643648 |
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| author | Hong, Mee Song M. H., Sulaiman Mohd Rusllim, Mohamed |
| author_facet | Hong, Mee Song M. H., Sulaiman Mohd Rusllim, Mohamed |
| author_sort | Hong, Mee Song |
| building | UMP Institutional Repository |
| collection | Online Access |
| description | Grey Wolf Optimizer (GWO) is a newly proposed algorithm that developed based on inspiration of grey wolves (Canis Lupus). This GWO algorithm mimics the nature of grey wolves in leadership hierarchy and hunting mechanism. This paper is in the purpose of introducing GWO to solve combined economic emission dispatch problem (CEED) in power system. CEED actually is a bi-objective problem where the objective of economic dispatch (ED) and emission dispatch (EMD) are combined into a single function by using price penalty factor. Hence, CEED is used to minimize total generation cost by minimized fuel cost and emission at the same time determines the optimum power generation. The proposed algorithm will be implemented in two different systems which are 6 and 11-generating unit test systems with different constraints on various power load demands. The results were compared with the optimization techniques reported in recent literature in order to observe the effectiveness of GWO. |
| first_indexed | 2025-11-15T01:33:00Z |
| format | Article |
| id | ump-8007 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| last_indexed | 2025-11-15T01:33:00Z |
| publishDate | 2014 |
| publisher | Praise Worthy Prize |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | ump-80072018-03-07T03:32:34Z http://umpir.ump.edu.my/id/eprint/8007/ An Application of Grey Wolf Optimizer for Solving Combined Economic Emission Dispatch Problems Hong, Mee Song M. H., Sulaiman Mohd Rusllim, Mohamed TK Electrical engineering. Electronics Nuclear engineering Grey Wolf Optimizer (GWO) is a newly proposed algorithm that developed based on inspiration of grey wolves (Canis Lupus). This GWO algorithm mimics the nature of grey wolves in leadership hierarchy and hunting mechanism. This paper is in the purpose of introducing GWO to solve combined economic emission dispatch problem (CEED) in power system. CEED actually is a bi-objective problem where the objective of economic dispatch (ED) and emission dispatch (EMD) are combined into a single function by using price penalty factor. Hence, CEED is used to minimize total generation cost by minimized fuel cost and emission at the same time determines the optimum power generation. The proposed algorithm will be implemented in two different systems which are 6 and 11-generating unit test systems with different constraints on various power load demands. The results were compared with the optimization techniques reported in recent literature in order to observe the effectiveness of GWO. Praise Worthy Prize 2014-10 Article PeerReviewed Hong, Mee Song and M. H., Sulaiman and Mohd Rusllim, Mohamed (2014) An Application of Grey Wolf Optimizer for Solving Combined Economic Emission Dispatch Problems. International Review on Modelling and Simulations (I.R.E.M.O.S), 7 (5). pp. 838-844. ISSN 1974-9821. (Published) http://dx.doi.org/10.15866/iremos.v7i5.2799 DOI: 10.15866/iremos.v7i5.2799 |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering Hong, Mee Song M. H., Sulaiman Mohd Rusllim, Mohamed An Application of Grey Wolf Optimizer for Solving Combined Economic Emission Dispatch Problems |
| title | An Application of Grey Wolf Optimizer for Solving Combined Economic Emission Dispatch Problems |
| title_full | An Application of Grey Wolf Optimizer for Solving Combined Economic Emission Dispatch Problems |
| title_fullStr | An Application of Grey Wolf Optimizer for Solving Combined Economic Emission Dispatch Problems |
| title_full_unstemmed | An Application of Grey Wolf Optimizer for Solving Combined Economic Emission Dispatch Problems |
| title_short | An Application of Grey Wolf Optimizer for Solving Combined Economic Emission Dispatch Problems |
| title_sort | application of grey wolf optimizer for solving combined economic emission dispatch problems |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://umpir.ump.edu.my/id/eprint/8007/ http://umpir.ump.edu.my/id/eprint/8007/ http://umpir.ump.edu.my/id/eprint/8007/ |