首页|期刊导航|铁路物流|面向铁路物流领域的审计数字化探索研究

面向铁路物流领域的审计数字化探索研究OA

Exploration and Research on Audit Digitalization in Railway Logistics Field

中文摘要英文摘要

铁路审计数字化建设在提升审计工作效率、实现审计全覆盖、护航铁路企业高质量发展等方面具有重要作用.随着铁路物流的现代化发展,作业效率与数据量同步提升,对物流领域审计工作提出了更高要求,推动审计数字化发展变得愈发迫切.在分析铁路物流与审计现状的基础上,探讨铁路审计数字化发展的必要性和物流领域审计数字化发展面临的问题,设计铁路物流领域审计管理信息系统数字化架构,研究数据采集和清洗技术、审计模型描述方法、基于RPA的审计监控预警模型构建和预警等级生成方法等关键技术,并以换票运输问题为例,研究审计模型描述方法和预警等级生成方法的应用过程,验证方法的可用性,为铁路审计数字化的发展提供实践参考.

The construction of railway audit digitalization plays an important role in improving audit work efficiency,achieving full audit coverage,and safeguarding the high-quality development of railway enterprises.With the modern development of railway logistics,operation efficiency and data volume increase synchronously,which puts forward higher requirements for audit work in the logistics field,making it increasingly urgent to promote the development of audit digitalization.On the basis of analyzing the current situation of railway logistics and audit,this paper discussed the necessity of digital development of railway audit and the problems faced by digital development of audit in the logistics field,designed the digital architecture of the audit management information system in the railway logistics field,and studied key technologies such as data collection and cleaning technology,audit model description method,RPA-based construction of audit monitoring and early warning model,and early warning level generation method.Taking the ticket exchange transportation problem as an example,this paper studied the application process of the audit model description method and early warning level generation method and verified the usability of the methods,which provides a practical reference for the development of railway audit digitalization.

吴志伟;滕雪鸥;陈立明;梁娜

中国国家铁路集团有限公司 审计局,北京 100844||中国铁道科学研究院集团有限公司 电子计算技术研究所,北京 100081中国国家铁路集团有限公司 审计局,北京 100844中国国家铁路集团有限公司 审计局,北京 100844国家铁路局 安全技术中心,北京 100844

交通工程

铁路审计铁路物流审计数字化数据采集和清洗审计模型描述审计监控预警

Railway AuditRailway LogisticsAudit DigitalizationData Collection and CleaningAudit Model DescriptionAudit Monitoring and Early Warning

《铁路物流》 2026 (4)

17-24,8

中国铁道科学研究院集团有限公司科研项目(2024YJ218)中国铁道科学研究院集团有限公司电子计算技术研究所科研项目(DZYF24-21)

10.16669/j.cnki.issn.2097-5899.20250307002

评论