铁路数据通信网智慧运维平台设计研究
Design and Research on Intelligent Operation and Maintenance Platform for Railway Data Communication Network
李晶晶1
作者信息
- 1. 中通服咨询设计研究院有限公司,江苏南京 210019
- 折叠
摘要
本研究旨在设计一个铁路数据通信网智慧运维平台,以提高网络运行质量和管理效率.采用大数据和人工智能技术,构建了包含基础设施、数据处理、服务支撑和应用展示共 4 层的平台架构.通过实验验证,平台在数据处理延迟、异常检测准确率、故障预测精度等方面均达到预期目标.
Abstract
This study aims to design an intelligent operation and maintenance platform for railway data communication networks to improve network operation quality and management efficiency.The article adopts big data and artificial intelligence technologies to construct a platform architecture consisting of four layers:infrastructure,data processing,service support,and application display.Experimental validation shows that the platform meets the expected targets in data processing delay,anomaly detection accuracy,and fault prediction precision.
关键词
铁路数据通信网/智慧运维/人工智能Key words
railway data communication network/smart maintenance/artificial intelligence引用本文复制引用
出版年
2024
NETL
NSTL
万方数据