Aging Detection of 110 kV XLPE Cable for a CFETR Power Supply System Based on Deep Neural Network
文献类型：期刊论文
| 作者 | Chen, Hui1,2; Wang, Junjia1 ; Hu, Hejun1,2; Li, Xiaofeng1,2; Huang, Yiyun1
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| 刊名 | ENERGIES
 |
| 出版日期 | 2022-05-01 |
| 卷号 | 15 |
| 关键词 | TOKAMAK cable aging CFETR high harmonic content deep neural network |
| DOI | 10.3390/en15093127 |
| 通讯作者 | Huang, Yiyun(yyhuang@ipp.ac.cn) |
| 英文摘要 | To detect the aging of power cables in the TOKAMAK power supply systems, this paper proposed a deep neural network diagnosis model and algorithm for power cable aging, based on logistic regression according to the characteristics of different high-order harmonics generated by different aging parts of the power cable. The experimental results showed that the model has high diagnostic accuracy, and the average error is only 2.35%. The method proposed in this paper has certain application potential in the CFETR power cable auxiliary monitoring system. |
| WOS关键词 | FAULT-DIAGNOSIS |
| 资助项目 | Comprehensive Research Facility For Fusion Technology Program Of China[2018-000052-73-01-001228] ; Hefei Institutes Of Physical Science Fund, Chinese Academy Of Sciences[Yzjj2021qn16] |
| WOS研究方向 | Energy & Fuels |
| 语种 | 英语 |
| WOS记录号 | WOS:000794498000001 |
| 出版者 | MDPI |
| 资助机构 | Comprehensive Research Facility For Fusion Technology Program Of China ; Hefei Institutes Of Physical Science Fund, Chinese Academy Of Sciences |
| 源URL | [http://ir.hfcas.ac.cn:8080/handle/334002/130849]  |
| 专题 | 中国科学院合肥物质科学研究院 |
| 通讯作者 | Huang, Yiyun |
| 作者单位 | 1.Chinese Acad Sci, Inst Plasma Phys, Hefei 230031, Peoples R China 2.USTC, Scinece Isl Branch, Grad Sch, Hefei 230026, Peoples R China |
| 推荐引用方式 GB/T 7714 | Chen, Hui,Wang, Junjia,Hu, Hejun,et al. Aging Detection of 110 kV XLPE Cable for a CFETR Power Supply System Based on Deep Neural Network[J]. ENERGIES,2022,15. |
| APA | Chen, Hui,Wang, Junjia,Hu, Hejun,Li, Xiaofeng,&Huang, Yiyun.(2022).Aging Detection of 110 kV XLPE Cable for a CFETR Power Supply System Based on Deep Neural Network.ENERGIES,15. |
| MLA | Chen, Hui,et al."Aging Detection of 110 kV XLPE Cable for a CFETR Power Supply System Based on Deep Neural Network".ENERGIES 15(2022). |
入库方式： OAI收割
来源：合肥物质科学研究院
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