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面向数字铁路基础设施能力提升的数据服务平台研究

Data service platform oriented to enhance capabilities of digital railway infrastructure

  • 摘要: 为满足日益增长的铁路数据管理及数据价值挖掘需求,适应数字化新兴技术的飞速发展,在既有铁路数据服务平台基础上,开展面向数字铁路基础设施能力提升的数据服务平台研究。提出数据服务平台升级优化的总体架构、技术架构和数据架构,实现数据采集存储、数据管理、数据分析、数据运营及共享服务等功能。通过数据采集共享分布式微服务、湖仓一体存储及数据安全防护等关键技术,支撑业务决策、优化运营流程并提升客户体验,为加速铁路数字化转型提供技术支撑。

     

    Abstract: In order to meet the growing demand for railway data management and data value mining, and to adapt to the rapid development of emerging digital technologies, this paper conducted research on a data service platform oriented to enhance capabilities of digital railway infrastructure based on the existing railway data service platform, proposed the overall architecture, technical architecture, and data architecture of upgraded and optimized data service platform, implemented functions such as data collection and storage, data management, data analysis, data operation, and shared services. It adopted key technologies such as data collection and sharing distributed microservices, integrated storage of data lake and data warehouse, and data security protection to support business decision-making, optimize operational processes, and enhance customer experience, provide technical support for accelerating railway digital transformation.

     

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