Optimization of Intelligent Distribution of Distribution Network in the Presence of Distributed Sources
In order to improve the intelligent distribution effect of the distribution network in the presence of distributed generation, this study combines intelligent algorithms to analyze the intelligent distribution of the distribution network in the presence of distributed generation. Moreover, this stud...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2022-01-01
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| Series: | Journal of Robotics |
| Online Access: | http://dx.doi.org/10.1155/2022/7063913 |
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| _version_ | 1850166790000214016 |
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| author | Youle Song Ding Nie Litao Fan |
| author_facet | Youle Song Ding Nie Litao Fan |
| author_sort | Youle Song |
| collection | DOAJ |
| description | In order to improve the intelligent distribution effect of the distribution network in the presence of distributed generation, this study combines intelligent algorithms to analyze the intelligent distribution of the distribution network in the presence of distributed generation. Moreover, this study establishes an objective function composed of system network loss expectation, voltage stability index, and reactive power compensation equipment investment. In addition, this study improves the artificial bee colony algorithm through tabu search algorithm and genetic algorithm and obtains an improved TS-IABC algorithm. Finally, this study compares and tests the performance of different algorithms in the form of functions and simulations. The simulation results show that the optimal intelligent distribution method of the distribution network in the presence of distributed power generation proposed in this study has a good effect and can promote the intelligent distribution of the distribution network. |
| format | Article |
| id | doaj-art-e570776b1b194b188700cbfb0e39c36d |
| institution | OA Journals |
| issn | 1687-9619 |
| language | English |
| publishDate | 2022-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Journal of Robotics |
| spelling | doaj-art-e570776b1b194b188700cbfb0e39c36d2025-08-20T02:21:20ZengWileyJournal of Robotics1687-96192022-01-01202210.1155/2022/7063913Optimization of Intelligent Distribution of Distribution Network in the Presence of Distributed SourcesYoule Song0Ding Nie1Litao Fan2Yunnan Power Grid Co., Ltd.Yunnan Power Grid Co., Ltd.Yunnan Power Grid Co., Ltd.In order to improve the intelligent distribution effect of the distribution network in the presence of distributed generation, this study combines intelligent algorithms to analyze the intelligent distribution of the distribution network in the presence of distributed generation. Moreover, this study establishes an objective function composed of system network loss expectation, voltage stability index, and reactive power compensation equipment investment. In addition, this study improves the artificial bee colony algorithm through tabu search algorithm and genetic algorithm and obtains an improved TS-IABC algorithm. Finally, this study compares and tests the performance of different algorithms in the form of functions and simulations. The simulation results show that the optimal intelligent distribution method of the distribution network in the presence of distributed power generation proposed in this study has a good effect and can promote the intelligent distribution of the distribution network.http://dx.doi.org/10.1155/2022/7063913 |
| spellingShingle | Youle Song Ding Nie Litao Fan Optimization of Intelligent Distribution of Distribution Network in the Presence of Distributed Sources Journal of Robotics |
| title | Optimization of Intelligent Distribution of Distribution Network in the Presence of Distributed Sources |
| title_full | Optimization of Intelligent Distribution of Distribution Network in the Presence of Distributed Sources |
| title_fullStr | Optimization of Intelligent Distribution of Distribution Network in the Presence of Distributed Sources |
| title_full_unstemmed | Optimization of Intelligent Distribution of Distribution Network in the Presence of Distributed Sources |
| title_short | Optimization of Intelligent Distribution of Distribution Network in the Presence of Distributed Sources |
| title_sort | optimization of intelligent distribution of distribution network in the presence of distributed sources |
| url | http://dx.doi.org/10.1155/2022/7063913 |
| work_keys_str_mv | AT youlesong optimizationofintelligentdistributionofdistributionnetworkinthepresenceofdistributedsources AT dingnie optimizationofintelligentdistributionofdistributionnetworkinthepresenceofdistributedsources AT litaofan optimizationofintelligentdistributionofdistributionnetworkinthepresenceofdistributedsources |