Double-Layer Optimal Configuration Method of Hybrid Energy Storage System Based on Chaotic Ant Colony Algorithm
In order to stabilize the output fluctuation of wind power generation, this paper applies control strategy to control the action of the battery energy storage system according to the stability target, and quickly makes up for the system demand. In this paper, the optimal scheduling of new energy pow...
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| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
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Wiley
2022-01-01
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| Series: | Advances in Multimedia |
| Online Access: | http://dx.doi.org/10.1155/2022/6993143 |
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| author | Jing Yuan Liu Xu Yang Jin Gang Guo Da Wang Hai Zhao Yue Lan |
| author_facet | Jing Yuan Liu Xu Yang Jin Gang Guo Da Wang Hai Zhao Yue Lan |
| author_sort | Jing Yuan Liu |
| collection | DOAJ |
| description | In order to stabilize the output fluctuation of wind power generation, this paper applies control strategy to control the action of the battery energy storage system according to the stability target, and quickly makes up for the system demand. In this paper, the optimal scheduling of new energy power system with energy storage is studied. This model predictive control is introduced into a certain system and optimized by model predictive control strategy so that the combination can match the predetermined expectations. Then, the model predictive control strategy is used to improve the schedulability of the wind farm. The objective function is to minimize the amount of action, and the composite output can track the scheduling instructions. Considering the cost, the way of storage and operation cost is optimized, and the penalty cost of wind abandonment is also reduced. Through rolling optimization and feedback correction, the model predictive control is optimized and solved, and finally, the action instructions of the storage system are obtained so that the storage output can effectively calm the wind. Power makes the combination schedulable. The optimized wind power/energy storage output is equivalent to the benign and dispatchable power supply of the power grid. |
| format | Article |
| id | doaj-art-76b9d956f9af4d82bf81161adaa3cc4d |
| institution | OA Journals |
| issn | 1687-5699 |
| language | English |
| publishDate | 2022-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Advances in Multimedia |
| spelling | doaj-art-76b9d956f9af4d82bf81161adaa3cc4d2025-08-20T02:07:34ZengWileyAdvances in Multimedia1687-56992022-01-01202210.1155/2022/6993143Double-Layer Optimal Configuration Method of Hybrid Energy Storage System Based on Chaotic Ant Colony AlgorithmJing Yuan Liu0Xu Yang1Jin Gang Guo2Da Wang3Hai Zhao4Yue Lan5State Grid East Inner Mongolia Electric Power Research InstituteXining Power Supply Company of State Grid Qinghai Electric Power CompanyState Grid East Inner Mongolia Electric Power Research InstituteState Grid East Inner Mongolia Electric Power Research InstituteState Grid East Inner Mongolia Electric Power Research InstituteState Grid East Inner Mongolia Electric Power Research InstituteIn order to stabilize the output fluctuation of wind power generation, this paper applies control strategy to control the action of the battery energy storage system according to the stability target, and quickly makes up for the system demand. In this paper, the optimal scheduling of new energy power system with energy storage is studied. This model predictive control is introduced into a certain system and optimized by model predictive control strategy so that the combination can match the predetermined expectations. Then, the model predictive control strategy is used to improve the schedulability of the wind farm. The objective function is to minimize the amount of action, and the composite output can track the scheduling instructions. Considering the cost, the way of storage and operation cost is optimized, and the penalty cost of wind abandonment is also reduced. Through rolling optimization and feedback correction, the model predictive control is optimized and solved, and finally, the action instructions of the storage system are obtained so that the storage output can effectively calm the wind. Power makes the combination schedulable. The optimized wind power/energy storage output is equivalent to the benign and dispatchable power supply of the power grid.http://dx.doi.org/10.1155/2022/6993143 |
| spellingShingle | Jing Yuan Liu Xu Yang Jin Gang Guo Da Wang Hai Zhao Yue Lan Double-Layer Optimal Configuration Method of Hybrid Energy Storage System Based on Chaotic Ant Colony Algorithm Advances in Multimedia |
| title | Double-Layer Optimal Configuration Method of Hybrid Energy Storage System Based on Chaotic Ant Colony Algorithm |
| title_full | Double-Layer Optimal Configuration Method of Hybrid Energy Storage System Based on Chaotic Ant Colony Algorithm |
| title_fullStr | Double-Layer Optimal Configuration Method of Hybrid Energy Storage System Based on Chaotic Ant Colony Algorithm |
| title_full_unstemmed | Double-Layer Optimal Configuration Method of Hybrid Energy Storage System Based on Chaotic Ant Colony Algorithm |
| title_short | Double-Layer Optimal Configuration Method of Hybrid Energy Storage System Based on Chaotic Ant Colony Algorithm |
| title_sort | double layer optimal configuration method of hybrid energy storage system based on chaotic ant colony algorithm |
| url | http://dx.doi.org/10.1155/2022/6993143 |
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