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...
| Main Authors: | , , , |
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| Other Authors: | |
| Format: | Journal Article |
| Language: | English |
| Published: |
2017
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| Subjects: | |
| Online Access: | https://hdl.handle.net/10356/83350 http://hdl.handle.net/10220/42533 |
| _version_ | 1811691489331249152 |
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| author | Kim, Joong Hoon Mousavi, S. J. Nakhaei, P. Ali Sadollah |
| author2 | Del Ser, Javier |
| author_facet | Del Ser, Javier Kim, Joong Hoon Mousavi, S. J. Nakhaei, P. Ali Sadollah |
| author_sort | Kim, Joong Hoon |
| collection | NTU |
| 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. |
| first_indexed | 2024-10-01T06:20:42Z |
| format | Journal Article |
| id | ntu-10356/83350 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T06:20:42Z |
| publishDate | 2017 |
| record_format | dspace |
| spelling | ntu-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 |
| spellingShingle | Harmony search algorithm Optimization Kim, Joong Hoon Mousavi, S. J. Nakhaei, P. Ali Sadollah Optimization of Hydropower Storage Projects Using Harmony Search Algorithm |
| title | 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_short | Optimization of Hydropower Storage Projects Using Harmony Search Algorithm |
| title_sort | optimization of hydropower storage projects using harmony search algorithm |
| topic | Harmony search algorithm Optimization |
| url | https://hdl.handle.net/10356/83350 http://hdl.handle.net/10220/42533 |
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