Simultaneous Optimal placement and sizing of distributed generation resources and shunt capacitors in radial distribution systems using Crow Search Algorithm
The application of distributed generation resources and capacitor banks is increasing due to the distribution networks extension and also power demand growth. Determining the installation location and the capacity are two important and effective factors on the network power loss and the network perf...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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University of Sistan and Baluchestan
2018-06-01
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| Series: | International Journal of Industrial Electronics, Control and Optimization |
| Subjects: | |
| Online Access: | https://ieco.usb.ac.ir/article_3906_a7a8704df83c4cf604dd5d21c93ac75a.pdf |
| _version_ | 1818250552869388288 |
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| author | Hassan Barati Mohsen Shahsavari |
| author_facet | Hassan Barati Mohsen Shahsavari |
| author_sort | Hassan Barati |
| collection | DOAJ |
| description | The application of distributed generation resources and capacitor banks is increasing due to the distribution networks extension and also power demand growth. Determining the installation location and the capacity are two important and effective factors on the network power loss and the network performance improvement. If connected in the right place to the power network, distributed generation power plants and the capacitors have different effects such as loss reduction, voltage profile improvement, and network reliability augmentation. In this paper, in order to reduce the distribution system loss, simultaneous optimal placement of the distributed generation resources and capacitors in radial distribution systems is studied. Crow search algorithm is applied for this purpose. This algorithm works on this idea that the crows chase each other in order to find other crows' food hiding place. The simulation is done on IEEE-33 & IEEE-69 buses network in MATLAB software. The simulation results demonstrate the efficiency of crow search algorithm, comparing to other applied optimization algorithms, in the problem of simultaneous optimal placement of the distributed generation resources and capacitors in radial distribution systems to reduce loss and enhance voltage profile. |
| first_indexed | 2024-12-12T15:54:13Z |
| format | Article |
| id | doaj.art-eac03b1a509d413cbb3ed47dd2138a75 |
| institution | Directory Open Access Journal |
| issn | 2645-3517 2645-3568 |
| language | English |
| last_indexed | 2024-12-12T15:54:13Z |
| publishDate | 2018-06-01 |
| publisher | University of Sistan and Baluchestan |
| record_format | Article |
| series | International Journal of Industrial Electronics, Control and Optimization |
| spelling | doaj.art-eac03b1a509d413cbb3ed47dd2138a752022-12-22T00:19:32ZengUniversity of Sistan and BaluchestanInternational Journal of Industrial Electronics, Control and Optimization2645-35172645-35682018-06-0111274010.22111/ieco.2018.24426.10283906Simultaneous Optimal placement and sizing of distributed generation resources and shunt capacitors in radial distribution systems using Crow Search AlgorithmHassan Barati0Mohsen Shahsavari1Department of Electrical Engineering, Dezful Branch, Islamic Azad University, Dezful, IranDepartment of Electrical Engineering, Dezful Branch, Islamic Azad University, Dezful, IranThe application of distributed generation resources and capacitor banks is increasing due to the distribution networks extension and also power demand growth. Determining the installation location and the capacity are two important and effective factors on the network power loss and the network performance improvement. If connected in the right place to the power network, distributed generation power plants and the capacitors have different effects such as loss reduction, voltage profile improvement, and network reliability augmentation. In this paper, in order to reduce the distribution system loss, simultaneous optimal placement of the distributed generation resources and capacitors in radial distribution systems is studied. Crow search algorithm is applied for this purpose. This algorithm works on this idea that the crows chase each other in order to find other crows' food hiding place. The simulation is done on IEEE-33 & IEEE-69 buses network in MATLAB software. The simulation results demonstrate the efficiency of crow search algorithm, comparing to other applied optimization algorithms, in the problem of simultaneous optimal placement of the distributed generation resources and capacitors in radial distribution systems to reduce loss and enhance voltage profile.https://ieco.usb.ac.ir/article_3906_a7a8704df83c4cf604dd5d21c93ac75a.pdfcrow search algorithm (csa)placement and sizecapacitordistributed generation (dg)power loss |
| spellingShingle | Hassan Barati Mohsen Shahsavari Simultaneous Optimal placement and sizing of distributed generation resources and shunt capacitors in radial distribution systems using Crow Search Algorithm International Journal of Industrial Electronics, Control and Optimization crow search algorithm (csa) placement and size capacitor distributed generation (dg) power loss |
| title | Simultaneous Optimal placement and sizing of distributed generation resources and shunt capacitors in radial distribution systems using Crow Search Algorithm |
| title_full | Simultaneous Optimal placement and sizing of distributed generation resources and shunt capacitors in radial distribution systems using Crow Search Algorithm |
| title_fullStr | Simultaneous Optimal placement and sizing of distributed generation resources and shunt capacitors in radial distribution systems using Crow Search Algorithm |
| title_full_unstemmed | Simultaneous Optimal placement and sizing of distributed generation resources and shunt capacitors in radial distribution systems using Crow Search Algorithm |
| title_short | Simultaneous Optimal placement and sizing of distributed generation resources and shunt capacitors in radial distribution systems using Crow Search Algorithm |
| title_sort | simultaneous optimal placement and sizing of distributed generation resources and shunt capacitors in radial distribution systems using crow search algorithm |
| topic | crow search algorithm (csa) placement and size capacitor distributed generation (dg) power loss |
| url | https://ieco.usb.ac.ir/article_3906_a7a8704df83c4cf604dd5d21c93ac75a.pdf |
| work_keys_str_mv | AT hassanbarati simultaneousoptimalplacementandsizingofdistributedgenerationresourcesandshuntcapacitorsinradialdistributionsystemsusingcrowsearchalgorithm AT mohsenshahsavari simultaneousoptimalplacementandsizingofdistributedgenerationresourcesandshuntcapacitorsinradialdistributionsystemsusingcrowsearchalgorithm |