NDLI: A memetic algorithm based on mixed ant colony optimization and genetic algorithm for optimal capacitor placement

Content Provider	IEEE Xplore Digital Library
Author	Filho, M.C.P. Medeiros, M.F.
Copyright Year	2011
Description	Author affiliation: UNP- Laureate, Ireland (Filho, M.C.P.) \|\| UFRN, Brazil (Medeiros, M.F.)
Abstract	This paper aims to address the optimal allocation of capacitor banks in electric power distribution systems. Although it is not a new theme, and already well exploited, with many works have been published over the past 40 years, treating this subject, it aims to present an alternative to an exact treatment of the problem through the combined use of the peculiar characteristics of Metaheuristics, also includes a local search to improve the efficiency of global search and computational performance. In general, the methods described in the literature have advantages and limitations. The main idea is to join in a single algorithm, characteristics of methodologies already established, and working together to overcome individual limitations. With this objective, the here proposed algorithm uses the concepts of well established methods such as gradient, ant colony and genetic algorithms to solve the problem.
Starting Page	1
Ending Page	6
File Size	291777
Page Count	6
File Format	PDF
ISBN	9781457708077
e-ISBN	9781457708091
e-ISBN	9781457708084
DOI	10.1109/ISAP.2011.6082188
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2011-09-25
Publisher Place	Greece
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Memetics Gradient methods Ant colony optimization power distribution lines Capacitors genetic algorithms Load flow Genetic algorithms Reactive power optimization reactive power power distribution gradient methods load flow
Content Type	Text
Resource Type	Article

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4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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