智能运维在基站入网管理上的应用与分析

Application and Analysis of Intelligent Operation and Maintenance in Network Access Management of Base Stations

文章针对基站入网引发的运维工作量大幅增长问题,提出采取智能运维手段加强基站入网管理,通过优化基站入网流程降低故障概率,提升服务质量;在基站入网管理智能运维思路的基础上,从硬件架构和软件架构两方面编写了智能运维系统建设方案,通过加强基站入网相关数据采集、管理,建立多维AI模型实现退服预警、异常检测等功能,结合项目实例分析系统应用效果,发现系统各项功能可以正常实现,为加强基站入网全流程监管和网络运维提供了支撑。

In response to the significant increase in the operation and maintenance workload caused by the network access of base stations,it is proposed to adopt intelligent operation and maintenance measures to strengthen the network access management of base stations,reduce the probability of failures and improve the quality of service by optimizing the network access process of base stations.Based on the idea of intelligent operation and maintenance for base station network access management,an intelligent operation and maintenance system construction plan is prepared from both hardware architecture and software architecture.By strengthening data collection and management related to base station network access,a multi-dimensional AI model is established to achieve early warning of service withdrawal,exception detection,and other functions.Analyze the application effect of the system based on a project example and find that various functions of the system can be implemented normally,providing support for strengthening the supervision of the entire process of base station access and network operation and maintenance.