A Novel Fault Feeder Selection Method for Resonant Grounding Distribution Networks Based on Improved Hough Transform
Aiming at the problem of inaccurate feeder selection in case of zero-crossing voltage and high impedance faults in distribution networks, a novel feeder selection method for single-phase grounding faults of resonant grounding systems is proposed. Firstly, the optimized variational mode decomposition...
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| Format: | Article |
| Language: | zho |
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State Grid Energy Research Institute
2024-07-01
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| Series: | Zhongguo dianli |
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| Online Access: | https://www.electricpower.com.cn/CN/10.11930/j.issn.1004-9649.202306087 |
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| author | Liang GUO Xinyu QU Xiaowei WANG Yizhao WANG Ying TIAN Fan ZHANG |
| author_facet | Liang GUO Xinyu QU Xiaowei WANG Yizhao WANG Ying TIAN Fan ZHANG |
| author_sort | Liang GUO |
| collection | DOAJ |
| description | Aiming at the problem of inaccurate feeder selection in case of zero-crossing voltage and high impedance faults in distribution networks, a novel feeder selection method for single-phase grounding faults of resonant grounding systems is proposed. Firstly, the optimized variational mode decomposition (VMD) is used to process the zero-sequence power of each feeder, consequently selecting the mode IMF(k) with the highest correlation strength with the original zero-sequence power. And then the IMF(k) is convert into a two-dimensional image in JPG format, and the Hough transform detection technology is used to obtain the fitting line and angle of IMF(k) at the initial stage of the fault. The angle between the fitting straight lines of the modal quantities of each feeder is compared and processed, and the feeder corresponding to the minimum comprehensive correlation coefficient value is determined as the faulty feeder. The simulation results show that the proposed method is not affected by the factors such as ground resistance, fault phase angle, noise interference, and data loss, which verifies the effectiveness of the proposed method. |
| format | Article |
| id | doaj-art-e09be54da55740cfb0b3c459c9ed843b |
| institution | OA Journals |
| issn | 1004-9649 |
| language | zho |
| publishDate | 2024-07-01 |
| publisher | State Grid Energy Research Institute |
| record_format | Article |
| series | Zhongguo dianli |
| spelling | doaj-art-e09be54da55740cfb0b3c459c9ed843b2025-08-20T02:04:31ZzhoState Grid Energy Research InstituteZhongguo dianli1004-96492024-07-0157713214210.11930/j.issn.1004-9649.202306087zgdl-56-12-guoliangA Novel Fault Feeder Selection Method for Resonant Grounding Distribution Networks Based on Improved Hough TransformLiang GUO0Xinyu QU1Xiaowei WANG2Yizhao WANG3Ying TIAN4Fan ZHANG5Institute of Electric Power Research of State Grid Jiangxi Electric Power Co., Ltd., Nanchang 330000, ChinaSchool of Electrical Engineering, Xi'an University of Technology, Xi'an 710054, ChinaSchool of Electrical Engineering, Xi'an University of Technology, Xi'an 710054, ChinaInstitute of Electric Power Research of State Grid Shaanxi Electric Power Company Limited, Xi'an 710100, ChinaSchool of Electrical Engineering, Xi'an University of Technology, Xi'an 710054, ChinaSchool of Electrical Engineering, Xi'an University of Technology, Xi'an 710054, ChinaAiming at the problem of inaccurate feeder selection in case of zero-crossing voltage and high impedance faults in distribution networks, a novel feeder selection method for single-phase grounding faults of resonant grounding systems is proposed. Firstly, the optimized variational mode decomposition (VMD) is used to process the zero-sequence power of each feeder, consequently selecting the mode IMF(k) with the highest correlation strength with the original zero-sequence power. And then the IMF(k) is convert into a two-dimensional image in JPG format, and the Hough transform detection technology is used to obtain the fitting line and angle of IMF(k) at the initial stage of the fault. The angle between the fitting straight lines of the modal quantities of each feeder is compared and processed, and the feeder corresponding to the minimum comprehensive correlation coefficient value is determined as the faulty feeder. The simulation results show that the proposed method is not affected by the factors such as ground resistance, fault phase angle, noise interference, and data loss, which verifies the effectiveness of the proposed method.https://www.electricpower.com.cn/CN/10.11930/j.issn.1004-9649.202306087single-phase grounding faulttwo-dimensional imagehough transformcomprehensive correlation coefficientfault feeder selection |
| spellingShingle | Liang GUO Xinyu QU Xiaowei WANG Yizhao WANG Ying TIAN Fan ZHANG A Novel Fault Feeder Selection Method for Resonant Grounding Distribution Networks Based on Improved Hough Transform Zhongguo dianli single-phase grounding fault two-dimensional image hough transform comprehensive correlation coefficient fault feeder selection |
| title | A Novel Fault Feeder Selection Method for Resonant Grounding Distribution Networks Based on Improved Hough Transform |
| title_full | A Novel Fault Feeder Selection Method for Resonant Grounding Distribution Networks Based on Improved Hough Transform |
| title_fullStr | A Novel Fault Feeder Selection Method for Resonant Grounding Distribution Networks Based on Improved Hough Transform |
| title_full_unstemmed | A Novel Fault Feeder Selection Method for Resonant Grounding Distribution Networks Based on Improved Hough Transform |
| title_short | A Novel Fault Feeder Selection Method for Resonant Grounding Distribution Networks Based on Improved Hough Transform |
| title_sort | novel fault feeder selection method for resonant grounding distribution networks based on improved hough transform |
| topic | single-phase grounding fault two-dimensional image hough transform comprehensive correlation coefficient fault feeder selection |
| url | https://www.electricpower.com.cn/CN/10.11930/j.issn.1004-9649.202306087 |
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