基于钢轨电位时空关联的钢轨对地绝缘缺陷诊断方法

潘卫国1李田2吴鹤翔1黄晓鹏3刘炜3

Rail-to-ground Insulation Defect Diagnosis Method Based on Spatiotemporal Correlation of Rail Potential

PAN Weiguo1LI Tian2WU Hexiang1HUANG Xiaopeng3LIU Wei3
摘要:
[目的]以钢轨电位为监测对象的各监测点数据间在时空上存在关联,钢轨对钢筋结构电阻变化后的直接表现形式为钢轨电位的变化。应基于钢轨电位时空关联的特点,对钢轨对地绝缘状态监测及缺陷诊断的方法进行深入研究。[方法]阐述了以钢轨电位为监测对象的杂散电流监测系统。对绝缘缺陷下的钢轨电位数据特征进行了分析,建立了数据的特征矩阵。基于闵可夫斯基距离的异常检测原理,阐述了钢轨对地绝缘异常区段的检测步骤,以及绝缘缺陷定位的检测步骤,提出了基于钢轨电位时空关联的钢轨绝缘缺陷诊断方法。以青岛某城市轨道交通工程为案例进行建模仿真,用以评估所提方法的有效性及准确性。[结果及结论]该方法能对钢轨绝缘状态进行有效监测,可准确定位绝缘缺陷位置。
Abstracts:
[Objective] The data of various monitoring points regarding rail potential as monitoring object is correlated in time and space, and the direct manifestation of changes in rail-to-rebar structural resistance is reflected in rail potential variation. It is aimed to explore a method for monitoring the rail-to-ground insulation state and diagnosing defects based on rail potential spatiotemporal correlation. [Method] The stray current monitoring system with rail potential as the monitoring object is elaborated. The characteristics of rail potential data under insulation defects are analyzed and a feature matrix for the data is established. Based on the anomaly detection principle of Minkowski distance, the detection steps for abnormal sections of rail-to-ground insulation and for insulation defect locationing are explained. A project in Qingdao Rail Transit is taken as study case for modeling and simulation to evaluate the effectiveness and accuracy of the proposed method. [Result & Conclusion] The proposed method can effectively monitor the rail insulation state and accurately locate insulation defects.
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