Analysis of power system transient stability characteristics with the application of massive transient stability simulation data
A large number of simulation results will be generated during the calculation of the power system digital simulation. Manual analysis of massive numerical results is inefficient and error-prone. Besides, some imperceptible operating rules of power system operating mode may be ignored. In order to so...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Elsevier
2021-04-01
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| Series: | Energy Reports |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S235248472100113X |
| _version_ | 1831637273497567232 |
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| author | Haocheng Yang Kunkun Niu Dechao Xu Shuwen Xu |
| author_facet | Haocheng Yang Kunkun Niu Dechao Xu Shuwen Xu |
| author_sort | Haocheng Yang |
| collection | DOAJ |
| description | A large number of simulation results will be generated during the calculation of the power system digital simulation. Manual analysis of massive numerical results is inefficient and error-prone. Besides, some imperceptible operating rules of power system operating mode may be ignored. In order to solve these problems, a transient stability assessment method based on deep learning is proposed in this paper. By analyzing simulation data, the relationship between power grid stability characteristics and the set operation mode is constructed. According to these research results, the calculation and analysis of power system transient stability will be effectively supported. |
| first_indexed | 2024-12-19T06:48:24Z |
| format | Article |
| id | doaj.art-b8f01d2f593d48f88c603f8ee52317c4 |
| institution | Directory Open Access Journal |
| issn | 2352-4847 |
| language | English |
| last_indexed | 2024-12-19T06:48:24Z |
| publishDate | 2021-04-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Energy Reports |
| spelling | doaj.art-b8f01d2f593d48f88c603f8ee52317c42022-12-21T20:31:50ZengElsevierEnergy Reports2352-48472021-04-017111117Analysis of power system transient stability characteristics with the application of massive transient stability simulation dataHaocheng Yang0Kunkun Niu1Dechao Xu2Shuwen Xu3Sichuan Provincial Key Lab of Power System Wide Area Measurement and Control, School of Mechanical and Electrical Engineering, University of Electronic Science and Technology of China, Chengdu, Sichuan 611731, China; Corresponding author.Sichuan Provincial Key Lab of Power System Wide Area Measurement and Control, School of Mechanical and Electrical Engineering, University of Electronic Science and Technology of China, Chengdu, Sichuan 611731, ChinaState Key Laboratory of Power Grid Safety and Energy Conservation (China Electric Power Research Institute), Haidian District, Beijing 100192, ChinaState Key Laboratory of Power Grid Safety and Energy Conservation (China Electric Power Research Institute), Haidian District, Beijing 100192, ChinaA large number of simulation results will be generated during the calculation of the power system digital simulation. Manual analysis of massive numerical results is inefficient and error-prone. Besides, some imperceptible operating rules of power system operating mode may be ignored. In order to solve these problems, a transient stability assessment method based on deep learning is proposed in this paper. By analyzing simulation data, the relationship between power grid stability characteristics and the set operation mode is constructed. According to these research results, the calculation and analysis of power system transient stability will be effectively supported.http://www.sciencedirect.com/science/article/pii/S235248472100113XPower systemTransient stability simulationBig data |
| spellingShingle | Haocheng Yang Kunkun Niu Dechao Xu Shuwen Xu Analysis of power system transient stability characteristics with the application of massive transient stability simulation data Energy Reports Power system Transient stability simulation Big data |
| title | Analysis of power system transient stability characteristics with the application of massive transient stability simulation data |
| title_full | Analysis of power system transient stability characteristics with the application of massive transient stability simulation data |
| title_fullStr | Analysis of power system transient stability characteristics with the application of massive transient stability simulation data |
| title_full_unstemmed | Analysis of power system transient stability characteristics with the application of massive transient stability simulation data |
| title_short | Analysis of power system transient stability characteristics with the application of massive transient stability simulation data |
| title_sort | analysis of power system transient stability characteristics with the application of massive transient stability simulation data |
| topic | Power system Transient stability simulation Big data |
| url | http://www.sciencedirect.com/science/article/pii/S235248472100113X |
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