Distributed energy storage hierarchical partition dispatch control of virtual power plant based on SaDE-BBO algorithm
To improve the response ability of the virtual power plant during operation and the adjustment ability when the load fluctuates, and ensure its stable operation, a virtual power plant distributed energy storage hierarchical partition dispatch control method based on the SaDE-BBO algorithm is propos...
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| Format: | Article |
| Language: | English |
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European Alliance for Innovation (EAI)
2025-04-01
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| Series: | EAI Endorsed Transactions on Energy Web |
| Subjects: | |
| Online Access: | https://publications.eai.eu/index.php/sis/issue/https:/publications.eai.eu/index.php/sis/article/view/https:/publications.eai.eu/index.php/sis/issue/https:/publications.eai.eu/index.php/ew/article/view/9072 |
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| _version_ | 1849731557429870592 |
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| author | Tianyi Yu Shijia Wei Tao Lu Zhipeng Zhang Ning Sun |
| author_facet | Tianyi Yu Shijia Wei Tao Lu Zhipeng Zhang Ning Sun |
| author_sort | Tianyi Yu |
| collection | DOAJ |
| description |
To improve the response ability of the virtual power plant during operation and the adjustment ability when the load fluctuates, and ensure its stable operation, a virtual power plant distributed energy storage hierarchical partition dispatch control method based on the SaDE-BBO algorithm is proposed. This method is based on the operation structure of the virtual power plant, analyzes the operating characteristics of the distributed energy storage system and the output of uncertainty factors, considers the grid load, renewable energy and distributed energy storage on the time scale, and constructs hierarchical partitions of the virtual power plant. The dispatch model determines the day-ahead and day-in-day hierarchical partition dispatch control objective functions, and sets corresponding constraints; the dispatch control model based on the solution of the SaDE-BBO algorithm outputs the virtual power plant distributed energy storage hierarchical partition dispatch control optimization plan. The test results show that the maximum load peak value after dispatch control through this method is 40.9 MW; the active power loss results are all below 10 MW, real-time response to control instructions ensures the safety and stability of the voltage of the virtual power plant under the access of renewable energy, and the nodal voltage fluctuated within the permissible range of 0.95 to 1.05 p.u.
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| format | Article |
| id | doaj-art-d09cffe617ed48bc8eeee86181eb8f82 |
| institution | DOAJ |
| issn | 2032-944X |
| language | English |
| publishDate | 2025-04-01 |
| publisher | European Alliance for Innovation (EAI) |
| record_format | Article |
| series | EAI Endorsed Transactions on Energy Web |
| spelling | doaj-art-d09cffe617ed48bc8eeee86181eb8f822025-08-20T03:08:31ZengEuropean Alliance for Innovation (EAI)EAI Endorsed Transactions on Energy Web2032-944X2025-04-011210.4108/ew.9072Distributed energy storage hierarchical partition dispatch control of virtual power plant based on SaDE-BBO algorithmTianyi Yu0Shijia Wei1Tao Lu2Zhipeng Zhang3Ning Sun 4State Grid Tianjin Electric Power Company Binhai Power Supply Branch, Tianjin, 300450, ChinaState Grid Tianjin Electric Power Company Binhai Power Supply Branch, Tianjin, 300450, ChinaState Grid Tianjin Electric Power Company Binhai Power Supply Branch, Tianjin, 300450, ChinaState Grid Tianjin Electric Power Company Binhai Power Supply Branch, Tianjin, 300450, ChinaState Grid Tianjin Electric Power Company Binhai Power Supply Branch, Tianjin, 300450, China To improve the response ability of the virtual power plant during operation and the adjustment ability when the load fluctuates, and ensure its stable operation, a virtual power plant distributed energy storage hierarchical partition dispatch control method based on the SaDE-BBO algorithm is proposed. This method is based on the operation structure of the virtual power plant, analyzes the operating characteristics of the distributed energy storage system and the output of uncertainty factors, considers the grid load, renewable energy and distributed energy storage on the time scale, and constructs hierarchical partitions of the virtual power plant. The dispatch model determines the day-ahead and day-in-day hierarchical partition dispatch control objective functions, and sets corresponding constraints; the dispatch control model based on the solution of the SaDE-BBO algorithm outputs the virtual power plant distributed energy storage hierarchical partition dispatch control optimization plan. The test results show that the maximum load peak value after dispatch control through this method is 40.9 MW; the active power loss results are all below 10 MW, real-time response to control instructions ensures the safety and stability of the voltage of the virtual power plant under the access of renewable energy, and the nodal voltage fluctuated within the permissible range of 0.95 to 1.05 p.u. https://publications.eai.eu/index.php/sis/issue/https:/publications.eai.eu/index.php/sis/article/view/https:/publications.eai.eu/index.php/sis/issue/https:/publications.eai.eu/index.php/ew/article/view/9072SaDE-BBO algorithmVirtual power plantDistributed energy storageHierarchical partitioningDispatch controlUncertainty factors |
| spellingShingle | Tianyi Yu Shijia Wei Tao Lu Zhipeng Zhang Ning Sun Distributed energy storage hierarchical partition dispatch control of virtual power plant based on SaDE-BBO algorithm EAI Endorsed Transactions on Energy Web SaDE-BBO algorithm Virtual power plant Distributed energy storage Hierarchical partitioning Dispatch control Uncertainty factors |
| title | Distributed energy storage hierarchical partition dispatch control of virtual power plant based on SaDE-BBO algorithm |
| title_full | Distributed energy storage hierarchical partition dispatch control of virtual power plant based on SaDE-BBO algorithm |
| title_fullStr | Distributed energy storage hierarchical partition dispatch control of virtual power plant based on SaDE-BBO algorithm |
| title_full_unstemmed | Distributed energy storage hierarchical partition dispatch control of virtual power plant based on SaDE-BBO algorithm |
| title_short | Distributed energy storage hierarchical partition dispatch control of virtual power plant based on SaDE-BBO algorithm |
| title_sort | distributed energy storage hierarchical partition dispatch control of virtual power plant based on sade bbo algorithm |
| topic | SaDE-BBO algorithm Virtual power plant Distributed energy storage Hierarchical partitioning Dispatch control Uncertainty factors |
| url | https://publications.eai.eu/index.php/sis/issue/https:/publications.eai.eu/index.php/sis/article/view/https:/publications.eai.eu/index.php/sis/issue/https:/publications.eai.eu/index.php/ew/article/view/9072 |
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