数据分析在科学统筹通信运营商动力运维成本中的应用研究

Application of Data Analysis in Scientific and Integrated Communication Operator's Power Operation and Maintenance Cost

在目前通信运营商动环监控数据介绍的基础上,对数据分析在科学统筹通信运营商动力运维成本中的应用进行探讨,包括利用DTW算法对告警数据的关联性进行分析,提出进行告警归并、精确定位的模型及应用场景,并基于TOP-N分析进行隐患挖掘。此外,建立蓄电池性能分析模型实现精确管理,利用性能数据进行数据分析,实现节能、降低成本的目的。

On the basis of the current data introduction of the mobile loop monitoring of communication operators,this paper discusses the application of data analysis in the power maintenance costs of scientifically coordinated communication operators,including the use of DTW algorithm to analyze the relevance of alarm data.The model and application scene of warning merge and precise location are proposed,and hidden dangers are excavated based on TOP-N analysis.In addition,a battery performance analysis model is established to achieve accurate management,and performance data is used for data analysis to achieve the purpose of saving energy and reducing costs.