Changchun Institute of Optics,Fine Mechanics and Physics,CAS
Design and Simulation of an Intelligent Current Monitoring System for Urban Rail Transit | |
C. Yao,Q. L. Zhao,Z. L. Ma,W. Zhou and T. Yao | |
2020 | |
发表期刊 | Ieee Access |
ISSN | 2169-3536 |
卷号 | 8页码:35973-35978 |
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. |
DOI | 10.1109/access.2020.2975009 |
URL | 查看原文 |
收录类别 | SCI ; EI |
语种 | 英语 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ciomp.ac.cn/handle/181722/64410 |
专题 | 中国科学院长春光学精密机械与物理研究所 |
推荐引用方式 GB/T 7714 | C. Yao,Q. L. Zhao,Z. L. Ma,W. Zhou and T. Yao. Design and Simulation of an Intelligent Current Monitoring System for Urban Rail Transit[J]. Ieee Access,2020,8:35973-35978. |
APA | C. Yao,Q. L. Zhao,Z. L. Ma,W. Zhou and T. Yao.(2020).Design and Simulation of an Intelligent Current Monitoring System for Urban Rail Transit.Ieee Access,8,35973-35978. |
MLA | C. Yao,Q. L. Zhao,Z. L. Ma,W. Zhou and T. Yao."Design and Simulation of an Intelligent Current Monitoring System for Urban Rail Transit".Ieee Access 8(2020):35973-35978. |
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