Design and Simulation of an Intelligent Current Monitoring System for Urban Rail Transit | |
Yao, Cheng1; Zhao, Qinglei2; Ma, Zelong2; Zhou, Wei2; Yao, Tong3 | |
作者部门 | 光电跟踪与测量技术研究室 |
2020 | |
发表期刊 | IEEE Access
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ISSN | 21693536 |
卷号 | 8页码:35973-35978 |
产权排序 | 3 |
摘要 | Many urban rail transit (URT) systems adopt the DC traction power supply system. Because of the impedance and incomplete ground insulation of the running track, it is inevitable for a part of the traction current to flow into the ground from the track, creating the stray current. This type of current causes great safety hazards to the metal structures in and near the URT system. Considering the power supply mode of the URT, this paper explores the different resistances in each power supply section under unilateral power supply and bilateral power supply. Then, the defects of the current discharge method were identified in the context of stray current protection. To solve these defects, the backpropagation neural network (BPNN) was adopted to build a discharge flow prediction model. On this basis, an intelligent current monitoring system was established for the URT. Finally, the authors simulated the impact of each factor on stray current, and verified the reliability and stability of the proposed monitoring system. Compared with predicted values and the actual values, the prediction agrees with the actual data very well. © 2013 IEEE. |
关键词 | Urban rail transit (URT) backpropagation neural network (BPNN) stray current current monitoring system |
DOI | 10.1109/ACCESS.2020.2975009 |
收录类别 | SCI ; EI |
语种 | 英语 |
WOS记录号 | WOS:000528911500001 |
出版者 | Institute of Electrical and Electronics Engineers Inc. |
EI入藏号 | 20201008273531 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.opt.ac.cn/handle/181661/93308 |
专题 | 光电跟踪与测量技术研究室 |
通讯作者 | Zhao, Qinglei |
作者单位 | 1.University of Chinese Academy of Science, Beijing; 100039, China; 2.Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun; 130033, China; 3.Xi'An Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi'an; 710119, China |
推荐引用方式 GB/T 7714 | Yao, Cheng,Zhao, Qinglei,Ma, Zelong,et al. Design and Simulation of an Intelligent Current Monitoring System for Urban Rail Transit[J]. IEEE Access,2020,8:35973-35978. |
APA | Yao, Cheng,Zhao, Qinglei,Ma, Zelong,Zhou, Wei,&Yao, Tong.(2020).Design and Simulation of an Intelligent Current Monitoring System for Urban Rail Transit.IEEE Access,8,35973-35978. |
MLA | Yao, Cheng,et al."Design and Simulation of an Intelligent Current Monitoring System for Urban Rail Transit".IEEE Access 8(2020):35973-35978. |
条目包含的文件 | ||||||
文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
Design and Simulatio(5331KB) | 期刊论文 | 出版稿 | 限制开放 | CC BY-NC-SA | 请求全文 |
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