Optimization of Active Power Losses in Smart Grids Using Photovoltaic Power Plants
This article addresses the reduction of power losses in smart grids. Two optimization algorithms are used in this article. The first method is the enumerative method. The second method of the optimization calculation is based on the self-organizing migrating algorithm. In the first step, the network...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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MDPI AG
2022-01-01
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| Series: | Energies |
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| Online Access: | https://www.mdpi.com/1996-1073/15/3/739 |
| _version_ | 1827660940056723456 |
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| author | Daniel Pál Ľubomír Beňa Michal Kolcun Zsolt Čonka |
| author_facet | Daniel Pál Ľubomír Beňa Michal Kolcun Zsolt Čonka |
| author_sort | Daniel Pál |
| collection | DOAJ |
| description | This article addresses the reduction of power losses in smart grids. Two optimization algorithms are used in this article. The first method is the enumerative method. The second method of the optimization calculation is based on the self-organizing migrating algorithm. In the first step, the network parameters are calculated based on the input data, and then the target function is determined. In this article, the target function is used to reduce the active power losses that occur during the operation of an electric network. More specifically, we attempt to determine the reactive power with the enumerative and SOMA algorithms to reduce the value of the active power losses. This article intends to illustrate the differences between the selected optimization algorithms. As observed, the optimization algorithm determines the computation time. |
| first_indexed | 2024-03-09T23:59:28Z |
| format | Article |
| id | doaj.art-9814f13308214470a9f918443a239e4d |
| institution | Directory Open Access Journal |
| issn | 1996-1073 |
| language | English |
| last_indexed | 2024-03-09T23:59:28Z |
| publishDate | 2022-01-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Energies |
| spelling | doaj.art-9814f13308214470a9f918443a239e4d2023-11-23T16:19:05ZengMDPI AGEnergies1996-10732022-01-0115373910.3390/en15030739Optimization of Active Power Losses in Smart Grids Using Photovoltaic Power PlantsDaniel Pál0Ľubomír Beňa1Michal Kolcun2Zsolt Čonka3Department of Electric Power Engineering, Faculty of Electrical Engineering and Informatics, Technical University of Košice, Letná 9, 04200 Kosice, SlovakiaDepartment of Electric Power Engineering, Faculty of Electrical Engineering and Informatics, Technical University of Košice, Letná 9, 04200 Kosice, SlovakiaDepartment of Electric Power Engineering, Faculty of Electrical Engineering and Informatics, Technical University of Košice, Letná 9, 04200 Kosice, SlovakiaDepartment of Electric Power Engineering, Faculty of Electrical Engineering and Informatics, Technical University of Košice, Letná 9, 04200 Kosice, SlovakiaThis article addresses the reduction of power losses in smart grids. Two optimization algorithms are used in this article. The first method is the enumerative method. The second method of the optimization calculation is based on the self-organizing migrating algorithm. In the first step, the network parameters are calculated based on the input data, and then the target function is determined. In this article, the target function is used to reduce the active power losses that occur during the operation of an electric network. More specifically, we attempt to determine the reactive power with the enumerative and SOMA algorithms to reduce the value of the active power losses. This article intends to illustrate the differences between the selected optimization algorithms. As observed, the optimization algorithm determines the computation time.https://www.mdpi.com/1996-1073/15/3/739active power lossesenumerative methodrenewable energy sourcesself-organizing migrating algorithmsmart grids |
| spellingShingle | Daniel Pál Ľubomír Beňa Michal Kolcun Zsolt Čonka Optimization of Active Power Losses in Smart Grids Using Photovoltaic Power Plants Energies active power losses enumerative method renewable energy sources self-organizing migrating algorithm smart grids |
| title | Optimization of Active Power Losses in Smart Grids Using Photovoltaic Power Plants |
| title_full | Optimization of Active Power Losses in Smart Grids Using Photovoltaic Power Plants |
| title_fullStr | Optimization of Active Power Losses in Smart Grids Using Photovoltaic Power Plants |
| title_full_unstemmed | Optimization of Active Power Losses in Smart Grids Using Photovoltaic Power Plants |
| title_short | Optimization of Active Power Losses in Smart Grids Using Photovoltaic Power Plants |
| title_sort | optimization of active power losses in smart grids using photovoltaic power plants |
| topic | active power losses enumerative method renewable energy sources self-organizing migrating algorithm smart grids |
| url | https://www.mdpi.com/1996-1073/15/3/739 |
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