A differential evolution based memetic algorithm for workload optimization in power generation plants
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F11%3A86092976" target="_blank" >RIV/61989100:27240/11:86092976 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1109/HIS.2011.6122117" target="_blank" >http://dx.doi.org/10.1109/HIS.2011.6122117</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/HIS.2011.6122117" target="_blank" >10.1109/HIS.2011.6122117</a>
Alternative languages
Result language
angličtina
Original language name
A differential evolution based memetic algorithm for workload optimization in power generation plants
Original language description
Work load optimization in power generation plants is of practical importance in carbon constrained power industry. The main objective of the coal-fired power generation workload optimization is to minimize fuel consumption while maintaining the desired output and to maintain NO x emission within the environmental license limit. In this article, we represent an efficient Memetic Algorithm (MA) with a constraint handling method for the power generation loading optimization. This MA is developed by combining a competitive variant of Deferential Evolution (DE) and Simplex method. The proposed approach incorporates the constraint handling method to modify the selection rule which guides the search process in better direction. The simulation results based ona coal-fired power plant clearly indicate that our proposed method is very effective and it shows great computational efficiency in power generation workload optimization. 2011 IEEE.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2011
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of the 2011 11th International Conference on Hybrid Intelligent Systems, HIS 2011
ISBN
978-1-4577-2150-2
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
271-276
Publisher name
IEEE
Place of publication
New York
Event location
Malacca
Event date
Dec 5, 2011
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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