铁路物流2025，Vol.43Issue(7)：34-39,64,7.DOI:10.16669/j.cnki.issn.2097-5899.202411220001
数据治理在重载铁路基础设施运维管理中的应用与实践
Application and Practice of Data Governance in Operation and Maintenance Management of Heavy-Duty Railway Infrastructure
马珺杰 1王春雷 1赵阳 2蔡俊峰 2杜帅 2耿小亮3
作者信息
- 1. 陕西铁路物流集团有限公司 生产技术部,陕西 西安 710000
- 2. 陕西靖神铁路有限责任公司生产技术部,陕西 榆林 719000
- 3. 北京全路通信信号研究设计院集团有限公司运输指挥与信息技术研究院,北京 100070
- 折叠
摘要
Abstract
During information technology application in heavy-duty railways,a massive amount of manually organized data and online system data has been generated.These data have quality problems due to different generation time,systems,and storage media,such as inconsistent data caliber and inconsistent system indicator values.Data quality issues not only fail to accurately represent the current business situation but also affect the accuracy of business decisions.Big data governance technology comprehensively improves and monitors data quality issues from the aspects of data quality,metadata,master data,etc.,ensuring the accuracy of business data and empowering operation and maintenance management with accurate and efficient data.This article focused on the data governance of heavy-duty railway infrastructure operation and maintenance and elaborated on the construction paths and methods of several key governance systems,such as data standardization and metadata.Through typical case analysis,the practical application of data governance technology in two business scenarios of equipment alarm diagnosis and data sharing was demonstrated,demonstrating the significant value of this technology system in ensuring data quality integrity,strengthening business decision support capabilities,and improving operational management efficiency.关键词
重载铁路/数据质量/数据治理/元数据/主数据/数据质量监控Key words
Heavy-Duty Railway/Data Quality/Data Governance/Metadata/Master Data/Data Quality Monitoring分类
交通工程引用本文复制引用
马珺杰,王春雷,赵阳,蔡俊峰,杜帅,耿小亮..数据治理在重载铁路基础设施运维管理中的应用与实践[J].铁路物流,2025,43(7):34-39,64,7.
