Antlion optimization algorithm for optimal non-smooth economic load dispatch
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F20%3A10246986" target="_blank" >RIV/61989100:27240/20:10246986 - isvavai.cz</a>
Result on the web
<a href="http://ijece.iaescore.com/index.php/IJECE/article/view/20271" target="_blank" >http://ijece.iaescore.com/index.php/IJECE/article/view/20271</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.11591/ijece.v10i2.pp1187-1199" target="_blank" >10.11591/ijece.v10i2.pp1187-1199</a>
Alternative languages
Result language
angličtina
Original language name
Antlion optimization algorithm for optimal non-smooth economic load dispatch
Original language description
This paper presents applications of Antlion optimization algorithm (ALO) for handling optimal economic load dispatch (OELD) problems. Electricity generation cost minimization by controlling power output of all available generating units is a major goal of the problem. ALO is a metaheuristic algorithm based on the hunting process of Antlions. The effect of ALO is investigated by solving a 10-unit system. Each studied case has different objective function and complex level of restraints. Three test cases are employed and arranged according to the complex level in which the first one only considers multi fuel sources while the second case is more complicated by taking valve point loading effects into account. And, the third case is the highest challenge to ALO since the valve effects together with ramp rate limits, prohibited operating zones and spinning reserve constraints are taken into consideration. The comparisons of the result obtained by ALO and other ones indicate the ALO algorithm is more potential than most methods on the solution, the stabilization, and the convergence velocity. Therefore, the ALO method is an effective and promising tool for systems with multi fuel sources and considering complicated constraints. Copyright (C) 2020 Insitute of Advanced Engineeering and Science. All rights reserved.
Czech name
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Czech description
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Classification
Type
J<sub>SC</sub> - Article in a specialist periodical, which is included in the SCOPUS database
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2020
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
International Journal of Electrical and Computer Engineering
ISSN
2088-8708
e-ISSN
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Volume of the periodical
10
Issue of the periodical within the volume
2
Country of publishing house
ID - INDONESIA
Number of pages
13
Pages from-to
1187-1199
UT code for WoS article
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EID of the result in the Scopus database
2-s2.0-85075372039