Optimization of Hydropower Storage Projects Using Harmony Search Algorithm

This paper proposes a harmony search algorithm-based optimization of design and operation of hydropower storage systems. The optimization formulation of the problem is a nonconvex nonlinear program difficult to solve by gradient-based nonlinear programming techniques. The search space of the problem...

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Main Authors: Kim, Joong Hoon, Mousavi, S. J., Nakhaei, P., Ali Sadollah
Other Authors: Del Ser, Javier
Format: Article
Language:English
Published: 2017
Subjects:
Online Access:https://hdl.handle.net/10356/83350
http://hdl.handle.net/10220/42533
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-833502020-03-07T13:57:27Z Optimization of Hydropower Storage Projects Using Harmony Search Algorithm Kim, Joong Hoon Mousavi, S. J. Nakhaei, P. Ali Sadollah Del Ser, Javier School of Electrical and Electronic Engineering Harmony search algorithm Optimization This paper proposes a harmony search algorithm-based optimization of design and operation of hydropower storage systems. The optimization formulation of the problem is a nonconvex nonlinear program difficult to solve by gradient-based nonlinear programming techniques. The search space of the problem is large due to number of operational variables. Harmony search optimization algorithm is applied in the problem of design and operation optimization of Bakhtiari Dam and its powerplant project in Iran. The problem is solved in two cases of optimizing only design variables and optimizing design and operational variables, simultaneously, and the promising results obtained are presented. Accepted version 2017-05-31T07:26:07Z 2019-12-06T15:20:33Z 2017-05-31T07:26:07Z 2019-12-06T15:20:33Z 2017 Journal Article Mousavi, S. J., Nakhaei, P., Ali Sadollah., & Kim, J. H. (2017). Optimization of Hydropower Storage Projects Using Harmony Search Algorithm. Advances in Intelligent Systems and Computing, 514, 261-270. 2194-5357 https://hdl.handle.net/10356/83350 http://hdl.handle.net/10220/42533 10.1007/978-981-10-3728-3 en Advances in Intelligent Systems and Computing © 2017 Springer Nature Singapore Pte Ltd. This is the author created version of a work that has been peer reviewed and accepted for publication by Advances in Intelligent Systems and Computing, Springer. It incorporates referee’s comments but changes resulting from the publishing process, such as copyediting, structural formatting, may not be reflected in this document. The published version is available at: [http://dx.doi.org/10.1007/978-981-10-3728-3]. 10 p. application/pdf
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
topic Harmony search algorithm
Optimization
spellingShingle Harmony search algorithm
Optimization
Kim, Joong Hoon
Mousavi, S. J.
Nakhaei, P.
Ali Sadollah
Optimization of Hydropower Storage Projects Using Harmony Search Algorithm
description This paper proposes a harmony search algorithm-based optimization of design and operation of hydropower storage systems. The optimization formulation of the problem is a nonconvex nonlinear program difficult to solve by gradient-based nonlinear programming techniques. The search space of the problem is large due to number of operational variables. Harmony search optimization algorithm is applied in the problem of design and operation optimization of Bakhtiari Dam and its powerplant project in Iran. The problem is solved in two cases of optimizing only design variables and optimizing design and operational variables, simultaneously, and the promising results obtained are presented.
author2 Del Ser, Javier
author_facet Del Ser, Javier
Kim, Joong Hoon
Mousavi, S. J.
Nakhaei, P.
Ali Sadollah
format Article
author Kim, Joong Hoon
Mousavi, S. J.
Nakhaei, P.
Ali Sadollah
author_sort Kim, Joong Hoon
title Optimization of Hydropower Storage Projects Using Harmony Search Algorithm
title_short Optimization of Hydropower Storage Projects Using Harmony Search Algorithm
title_full Optimization of Hydropower Storage Projects Using Harmony Search Algorithm
title_fullStr Optimization of Hydropower Storage Projects Using Harmony Search Algorithm
title_full_unstemmed Optimization of Hydropower Storage Projects Using Harmony Search Algorithm
title_sort optimization of hydropower storage projects using harmony search algorithm
publishDate 2017
url https://hdl.handle.net/10356/83350
http://hdl.handle.net/10220/42533
_version_ 1681043727942942720