基于大数据的铁路基础设施检测监测数据管理分析服务平台设计与实现

Design and Implementation of Railway Infrastructure Inspection and Monitoring Data Management and Analysis Service Platform Based on Big Data

为实现铁路基础设施检测监测数据资源的全面整合,打破各专业、各应用系统间的数据壁垒,形成检测监测数据资源的全景视图,支撑全路检测监测数据的资产化管理,本文基于大数据技术,围绕铁路基础设施检测监测数据的接入(传输)、存储、治理、共享等数据管理业务设计并实现了铁路基础设施检测监测数据管理和集成分析服务平台,在完成检测监测数据资源全面集成整合的同时提供数据处理分析算法的注册管理、调度运用等集成分析服务,支持数据资产的精细加工和价值管理,支撑基础设施故障诊断、故障预测、状态评价等大数据分析应用。通过实际应用,验证了平台的可行性与实用性。

In order to realize the comprehensive integration of railway infrastructure inspection and monitoring data resources,break the data barriers between various disciplines and application systems,form a panoramic view of inspection and monitoring data resources and support the asset management of the whole railway inspection and monitoring data,this paper focused on the data management business such as access(transmission),storage,governance and sharing of railway infrastructure inspection and monitoring data,designed and implemented railway infrastructure inspection and monitoring data management and integrated analysis service platform based on big data technology.While completing the comprehensive integration of inspection and monitoring data resources,it provides integrated analysis services such as registration management and scheduling application of data processing and analysis algorithms,supports fine processing and value management of data assets,and supports big data analysis applications such as infrastructure fault diagnosis,fault prediction and state evaluation.Through the practical application,the feasibility and practicability of the platform are fully verified.