电缆廊道和管孔图纸综合运维管控系统设计

Design of Integrated Operation and Maintenance Management and Control System for Cable Corridor and Pipe Hole Drawings

针对目前管廊运维管控系统性能差、数据处理效率低的问题,研究出一套适用的解决方案。采用了基于随机矩阵理论的数据校核模型来分析地下通道中电缆廊道和管孔图纸数据,能够及时、准确地处理数据信息。将正常和异常监视视频视为袋子,并将电缆廊道监测数据视为袋子中的实例,利用分类中性能指标AUC来预测异常监测数据。结果表明,提出的方法比其他方法的误差要低得多,数据校核算法误差<12%,AUC最低为3.9%,验证了所用方法的适用性与可靠性。

Aiming at the problems of poor performance and low data processing efficiency of the current pipeline gallery operation and maintenance management system,a set of suitable solutions was developed.A data check model based on random matrix theory was used to analyze the drawing data of cable corridors and pipe holes in underground passages,which can process data information in a timely and accurate manner.The normal and abnormal monitoring videos were regarded as bags and the cable corridor monitoring data as instances in the bags,and the abnormal monitoring data was predicted by the performance index AUC in the classification.The test results show that the error of the proposed method is much lower than other methods.The error of the data checking algorithm is less than 12%,and the minimum AUC is 3.9%,which verifies the applicability and reliability of the method used in this study.