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Dispatching a 19-Unit Indian Utility System Using a Refined Differential Evolution Algorithm
Joint Authors
Victoire, T. Aruldoss Albert
Jasper, J.
Source
Mathematical Problems in Engineering
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-01-12
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Abstract EN
This paper presents a differential evolution with neighborhood based mutation (DE-NM) technique to solve Dynamic Economic Dispatch (DED) problem with valve point effects and multiple fuel options.
A new mutation scheme based on neighborhood topology is presented with an aim to achieve the cost reduction together satisfying the dynamic behavior of the generating units over the considered time period.
The neighborhood based mutation (NM) balances the exploration and exploitation of the search effort of differential evolution (DE) technique.
The NM method enhances the convergence speed and the performance of the DE technique.
The performance of the DE-NM is tested on a 10-unit and a real public Indian utility system with 19 generating units.
Both the test systems are illustrated under different load patterns.
The dispatch results obtained using the proposed method for the Indian system have considerably reduced the operating cost and optimized its operation.
American Psychological Association (APA)
Jasper, J.& Victoire, T. Aruldoss Albert. 2014. Dispatching a 19-Unit Indian Utility System Using a Refined Differential Evolution Algorithm. Mathematical Problems in Engineering،Vol. 2014, no. 2014, pp.1-12.
https://search.emarefa.net/detail/BIM-471005
Modern Language Association (MLA)
Jasper, J.& Victoire, T. Aruldoss Albert. Dispatching a 19-Unit Indian Utility System Using a Refined Differential Evolution Algorithm. Mathematical Problems in Engineering No. 2014 (2014), pp.1-12.
https://search.emarefa.net/detail/BIM-471005
American Medical Association (AMA)
Jasper, J.& Victoire, T. Aruldoss Albert. Dispatching a 19-Unit Indian Utility System Using a Refined Differential Evolution Algorithm. Mathematical Problems in Engineering. 2014. Vol. 2014, no. 2014, pp.1-12.
https://search.emarefa.net/detail/BIM-471005
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-471005