Solving Economic Dispatch Problems with Practical Constraints Utilizing Differential Search Algorithm
This paper presents a recent swarm intelligence technique namely Differential Search (DS) algorithm in solving Economic Dispatch (ED) problems with considering the practical constraints in power system. DS simulates the Brownian-like random-walk movement used by organisms to migrate. In solving ED p...
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| Format: | Conference or Workshop Item |
| Language: | en |
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2013
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| Online Access: | http://umpir.ump.edu.my/id/eprint/3871/1/fkee-2013-herwan-solving_economic_dispatch.pdf http://umpir.ump.edu.my/id/eprint/3871/ |
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| author | M. H., Sulaiman Mohd Wazir, Mustafa |
| author_facet | M. H., Sulaiman Mohd Wazir, Mustafa |
| author_sort | M. H., Sulaiman |
| building | UMPSA Library |
| collection | Institutional Repository |
| content_provider | Universiti Malaysia Pahang Al-Sultan Abdullah |
| content_source | UMPSA Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | This paper presents a recent swarm intelligence technique namely Differential Search (DS) algorithm in solving Economic Dispatch (ED) problems with considering the practical constraints in power system. DS simulates the Brownian-like random-walk movement used by organisms to migrate. In solving ED problem, DS will find the combination of power scheduling which fulfilling the demand so that the total generation cost can be minimized without violating any constraints. To demonstrate the feasibility of the proposed DS in solving ED problems, two
well-known test cases have been used: 6-units and 15-units
systems; and compared with various recently published methods in literature. The results of this study show that DS is able to obtain more economical solution than those determined by other methods. |
| format | Conference or Workshop Item |
| id | my.ump.umpir.3871 |
| institution | Universiti Malaysia Pahang |
| language | en |
| publishDate | 2013 |
| record_format | eprints |
| spelling | my.ump.umpir.38712016-12-16T03:46:17Z http://umpir.ump.edu.my/id/eprint/3871/ Solving Economic Dispatch Problems with Practical Constraints Utilizing Differential Search Algorithm M. H., Sulaiman Mohd Wazir, Mustafa TK Electrical engineering. Electronics Nuclear engineering QA76 Computer software This paper presents a recent swarm intelligence technique namely Differential Search (DS) algorithm in solving Economic Dispatch (ED) problems with considering the practical constraints in power system. DS simulates the Brownian-like random-walk movement used by organisms to migrate. In solving ED problem, DS will find the combination of power scheduling which fulfilling the demand so that the total generation cost can be minimized without violating any constraints. To demonstrate the feasibility of the proposed DS in solving ED problems, two well-known test cases have been used: 6-units and 15-units systems; and compared with various recently published methods in literature. The results of this study show that DS is able to obtain more economical solution than those determined by other methods. 2013 Conference or Workshop Item PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/3871/1/fkee-2013-herwan-solving_economic_dispatch.pdf M. H., Sulaiman and Mohd Wazir, Mustafa (2013) Solving Economic Dispatch Problems with Practical Constraints Utilizing Differential Search Algorithm. In: 2013 IEEE Symposium on Humanities, Science and Engineering Research (SHUSER) , 23-25 June 2013 , Pulau Pinang. pp. 310-314.. ISBN 978-1-4799-0443-3 (Published) |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering QA76 Computer software M. H., Sulaiman Mohd Wazir, Mustafa Solving Economic Dispatch Problems with Practical Constraints Utilizing Differential Search Algorithm |
| title | Solving Economic Dispatch Problems with Practical Constraints Utilizing Differential Search Algorithm |
| title_full | Solving Economic Dispatch Problems with Practical Constraints Utilizing Differential Search Algorithm |
| title_fullStr | Solving Economic Dispatch Problems with Practical Constraints Utilizing Differential Search Algorithm |
| title_full_unstemmed | Solving Economic Dispatch Problems with Practical Constraints Utilizing Differential Search Algorithm |
| title_short | Solving Economic Dispatch Problems with Practical Constraints Utilizing Differential Search Algorithm |
| title_sort | solving economic dispatch problems with practical constraints utilizing differential search algorithm |
| topic | TK Electrical engineering. Electronics Nuclear engineering QA76 Computer software |
| url | http://umpir.ump.edu.my/id/eprint/3871/1/fkee-2013-herwan-solving_economic_dispatch.pdf http://umpir.ump.edu.my/id/eprint/3871/ |
| url_provider | http://umpir.ump.edu.my/ |