New development of analysis tool for optimizing generation cost with gas emission via an electromagnetism like algorithm

This paper addresses the preliminary new development results of the evolutionary algorithm technique to optimize the formulated problems incorporating the generation cost with emission gas as objective function or constraints. The power generation cost with emission gas are a complex problem which a...

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Main Authors: Albert, F.Y.C., Koh, S.P., Chen, C.P., Tiong, S.K.
Format: Article
Language:en_US
Published: 2017
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Institution: Universiti Tenaga Nasional
Language: en_US
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spelling my.uniten.dspace-57842018-02-08T00:54:56Z New development of analysis tool for optimizing generation cost with gas emission via an electromagnetism like algorithm Albert, F.Y.C. Koh, S.P. Chen, C.P. Tiong, S.K. This paper addresses the preliminary new development results of the evolutionary algorithm technique to optimize the formulated problems incorporating the generation cost with emission gas as objective function or constraints. The power generation cost with emission gas are a complex problem which also the major concerns in electric power generation systems in the Environmental or Economic Dispatch Problems (EDP). Thus, due to environmental concern the electrical utilities required to minimize the emission level while optimizing the thermal generating units at a minimum generating cost and hence, satisfying the load demand and the emissions. In this work the electromagnetism-Like algorithm (EML) has been employed for optimizing generation cost and emission constraints economic dispatch problem. The proposed decision analysis tool software in this work will optimize the generation cost with emission gas objective function. The best generation cost with emission gas solution are obtained from different fuel technology via the developed software. © 2016 Penerbit UTM Press. All rights reserved. 2017-12-08T07:26:08Z 2017-12-08T07:26:08Z 2016 Article 10.11113/jt.v78.8939 en_US Jurnal Teknologi Volume 78, Issue 6-3, 2016, Pages 111-116
institution Universiti Tenaga Nasional
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country Malaysia
content_provider Universiti Tenaga Nasional
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language en_US
description This paper addresses the preliminary new development results of the evolutionary algorithm technique to optimize the formulated problems incorporating the generation cost with emission gas as objective function or constraints. The power generation cost with emission gas are a complex problem which also the major concerns in electric power generation systems in the Environmental or Economic Dispatch Problems (EDP). Thus, due to environmental concern the electrical utilities required to minimize the emission level while optimizing the thermal generating units at a minimum generating cost and hence, satisfying the load demand and the emissions. In this work the electromagnetism-Like algorithm (EML) has been employed for optimizing generation cost and emission constraints economic dispatch problem. The proposed decision analysis tool software in this work will optimize the generation cost with emission gas objective function. The best generation cost with emission gas solution are obtained from different fuel technology via the developed software. © 2016 Penerbit UTM Press. All rights reserved.
format Article
author Albert, F.Y.C.
Koh, S.P.
Chen, C.P.
Tiong, S.K.
spellingShingle Albert, F.Y.C.
Koh, S.P.
Chen, C.P.
Tiong, S.K.
New development of analysis tool for optimizing generation cost with gas emission via an electromagnetism like algorithm
author_facet Albert, F.Y.C.
Koh, S.P.
Chen, C.P.
Tiong, S.K.
author_sort Albert, F.Y.C.
title New development of analysis tool for optimizing generation cost with gas emission via an electromagnetism like algorithm
title_short New development of analysis tool for optimizing generation cost with gas emission via an electromagnetism like algorithm
title_full New development of analysis tool for optimizing generation cost with gas emission via an electromagnetism like algorithm
title_fullStr New development of analysis tool for optimizing generation cost with gas emission via an electromagnetism like algorithm
title_full_unstemmed New development of analysis tool for optimizing generation cost with gas emission via an electromagnetism like algorithm
title_sort new development of analysis tool for optimizing generation cost with gas emission via an electromagnetism like algorithm
publishDate 2017
_version_ 1644493774431191040