Archive-Based Multiobjective Evolutionary Algorithm for Large-Scale EV Charging Station Energy Management
With the increase in renewable energy, improving the utilization rate of renewable energy is of great practical significance. The microgrid has been proved effective in addressing this issue. As a flexible load, electric vehicles are connected to the grid on a large scale, which will have an impact...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2021-01-01
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| Series: | Discrete Dynamics in Nature and Society |
| Online Access: | http://dx.doi.org/10.1155/2021/2000041 |
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| _version_ | 1832556527608659968 |
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| author | Wanxing Sheng Qing Duan Haoqing Wang Guanglin Sha Chunyan Ma |
| author_facet | Wanxing Sheng Qing Duan Haoqing Wang Guanglin Sha Chunyan Ma |
| author_sort | Wanxing Sheng |
| collection | DOAJ |
| description | With the increase in renewable energy, improving the utilization rate of renewable energy is of great practical significance. The microgrid has been proved effective in addressing this issue. As a flexible load, electric vehicles are connected to the grid on a large scale, which will have an impact on the grid. In order to solve this problem, this paper proposes a microgrid energy management model for electric vehicle charging stations, which takes into account the economics of microgrid operation and the stability of grid operation. Subsequently, this paper proposes an evolutionary multiobjective optimization algorithm to deal with constraints. Finally, this paper verifies the effectiveness of the proposed model and algorithm through experiments. |
| format | Article |
| id | doaj-art-e4fc45e210c34d439533b6af2986dd72 |
| institution | Kabale University |
| issn | 1026-0226 1607-887X |
| language | English |
| publishDate | 2021-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Discrete Dynamics in Nature and Society |
| spelling | doaj-art-e4fc45e210c34d439533b6af2986dd722025-02-03T05:45:11ZengWileyDiscrete Dynamics in Nature and Society1026-02261607-887X2021-01-01202110.1155/2021/20000412000041Archive-Based Multiobjective Evolutionary Algorithm for Large-Scale EV Charging Station Energy ManagementWanxing Sheng0Qing Duan1Haoqing Wang2Guanglin Sha3Chunyan Ma4Power Distribution Technology Center, China Electric Power Research Institute Beijing, Beijing 100192, ChinaPower Distribution Technology Center, China Electric Power Research Institute Beijing, Beijing 100192, ChinaPower Distribution Technology Center, China Electric Power Research Institute Beijing, Beijing 100192, ChinaPower Distribution Technology Center, China Electric Power Research Institute Beijing, Beijing 100192, ChinaPower Distribution Technology Center, China Electric Power Research Institute Beijing, Beijing 100192, ChinaWith the increase in renewable energy, improving the utilization rate of renewable energy is of great practical significance. The microgrid has been proved effective in addressing this issue. As a flexible load, electric vehicles are connected to the grid on a large scale, which will have an impact on the grid. In order to solve this problem, this paper proposes a microgrid energy management model for electric vehicle charging stations, which takes into account the economics of microgrid operation and the stability of grid operation. Subsequently, this paper proposes an evolutionary multiobjective optimization algorithm to deal with constraints. Finally, this paper verifies the effectiveness of the proposed model and algorithm through experiments.http://dx.doi.org/10.1155/2021/2000041 |
| spellingShingle | Wanxing Sheng Qing Duan Haoqing Wang Guanglin Sha Chunyan Ma Archive-Based Multiobjective Evolutionary Algorithm for Large-Scale EV Charging Station Energy Management Discrete Dynamics in Nature and Society |
| title | Archive-Based Multiobjective Evolutionary Algorithm for Large-Scale EV Charging Station Energy Management |
| title_full | Archive-Based Multiobjective Evolutionary Algorithm for Large-Scale EV Charging Station Energy Management |
| title_fullStr | Archive-Based Multiobjective Evolutionary Algorithm for Large-Scale EV Charging Station Energy Management |
| title_full_unstemmed | Archive-Based Multiobjective Evolutionary Algorithm for Large-Scale EV Charging Station Energy Management |
| title_short | Archive-Based Multiobjective Evolutionary Algorithm for Large-Scale EV Charging Station Energy Management |
| title_sort | archive based multiobjective evolutionary algorithm for large scale ev charging station energy management |
| url | http://dx.doi.org/10.1155/2021/2000041 |
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