Generation of typical operation curves for hydrogen storage applied to the wind power fluctuation smoothing mode
In this paper, a typical-operation-curve generation method of a hydrogen energy storage system operating under the mode of stabilizing wind power fluctuations is proposed. This method is used to optimize the power and capacity configuration of the energy storage system. The time series curves of the...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
KeAi Communications Co., Ltd.
2022-08-01
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| Series: | Global Energy Interconnection |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2096511722000755 |
| _version_ | 1818065490111627264 |
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| author | Yanhui Xu Yijia Xu Yan Huang |
| author_facet | Yanhui Xu Yijia Xu Yan Huang |
| author_sort | Yanhui Xu |
| collection | DOAJ |
| description | In this paper, a typical-operation-curve generation method of a hydrogen energy storage system operating under the mode of stabilizing wind power fluctuations is proposed. This method is used to optimize the power and capacity configuration of the energy storage system. The time series curves of the charging and discharging powers of the hydrogen energy storage are obtained by EMD decomposition, and the curves are classified according to the similarities and differences of the characteristic parameters in different time periods. After the classification, typical charging and discharging power values of each type of curve at each moment are obtained by a cloud model, and then, typical operation curves of each type are obtained by integration. On this basis, the power and capacity of the energy storage system are optimized with the objective of economic optimization through the MATLAB CPLEX toolbox. Combined with the measured data of a wind farm with an installed capacity of 400 MW in Northeast China, the validity and rationality of the typical operation curve generation method proposed in this paper are verified. |
| first_indexed | 2024-12-10T14:52:43Z |
| format | Article |
| id | doaj.art-8b7580a048d84b0a8fe5a357528893ae |
| institution | Directory Open Access Journal |
| issn | 2096-5117 |
| language | English |
| last_indexed | 2024-12-10T14:52:43Z |
| publishDate | 2022-08-01 |
| publisher | KeAi Communications Co., Ltd. |
| record_format | Article |
| series | Global Energy Interconnection |
| spelling | doaj.art-8b7580a048d84b0a8fe5a357528893ae2022-12-22T01:44:25ZengKeAi Communications Co., Ltd.Global Energy Interconnection2096-51172022-08-0154353361Generation of typical operation curves for hydrogen storage applied to the wind power fluctuation smoothing modeYanhui Xu0Yijia Xu1Yan Huang2North China Electric Power University, Beijing 102206, PR ChinaNorth China Electric Power University, Beijing 102206, PR ChinaEnergy Development Research Institute, China Southern Power Grid, Guangzhou 510623, PR ChinaIn this paper, a typical-operation-curve generation method of a hydrogen energy storage system operating under the mode of stabilizing wind power fluctuations is proposed. This method is used to optimize the power and capacity configuration of the energy storage system. The time series curves of the charging and discharging powers of the hydrogen energy storage are obtained by EMD decomposition, and the curves are classified according to the similarities and differences of the characteristic parameters in different time periods. After the classification, typical charging and discharging power values of each type of curve at each moment are obtained by a cloud model, and then, typical operation curves of each type are obtained by integration. On this basis, the power and capacity of the energy storage system are optimized with the objective of economic optimization through the MATLAB CPLEX toolbox. Combined with the measured data of a wind farm with an installed capacity of 400 MW in Northeast China, the validity and rationality of the typical operation curve generation method proposed in this paper are verified.http://www.sciencedirect.com/science/article/pii/S2096511722000755Wind farmHydrogen energy storage systemCluster analysisTypical operation curvesCapacity configuration |
| spellingShingle | Yanhui Xu Yijia Xu Yan Huang Generation of typical operation curves for hydrogen storage applied to the wind power fluctuation smoothing mode Global Energy Interconnection Wind farm Hydrogen energy storage system Cluster analysis Typical operation curves Capacity configuration |
| title | Generation of typical operation curves for hydrogen storage applied to the wind power fluctuation smoothing mode |
| title_full | Generation of typical operation curves for hydrogen storage applied to the wind power fluctuation smoothing mode |
| title_fullStr | Generation of typical operation curves for hydrogen storage applied to the wind power fluctuation smoothing mode |
| title_full_unstemmed | Generation of typical operation curves for hydrogen storage applied to the wind power fluctuation smoothing mode |
| title_short | Generation of typical operation curves for hydrogen storage applied to the wind power fluctuation smoothing mode |
| title_sort | generation of typical operation curves for hydrogen storage applied to the wind power fluctuation smoothing mode |
| topic | Wind farm Hydrogen energy storage system Cluster analysis Typical operation curves Capacity configuration |
| url | http://www.sciencedirect.com/science/article/pii/S2096511722000755 |
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