基于大数据分析的配电网智能化运维管控平台设计
Design of Intelligent Operation and Maintenance Control Platform for Distribution Network Based on Big Data Platform
朱骏1
作者信息
摘要
随着智能电网的快速发展,配电网作为电力系统的重要组成部分,其运维管理的智能化、精细化需求日益迫切.因此,提出基于大数据分析的配电网智能化运维管控平台设计,阐述该平台的数据采集与处理、数据分析与挖掘、智能决策与优化算法等关键技术,给出该平台的实现与应用方法.运维人员可以利用该平台实时监测配电网的运行状态,预测潜在故障,并制定针对性的运维策略.结果表明,该平台具备故障诊断功能,能够快速定位故障位置和分析故障原因,为运维人员提供决策支持.
Abstract
With the rapid development of smart grid,distribution grid,as an important part of the power system,has an increasingly urgent need for intelligent and refined operation and maintenance management.Therefore,the design of intelligent operation and maintenance control platform for distribution grid based on big data analysis is proposed,which describes the key technologies of data acquisition and processing,data analysis and mining,intelligent decision-making and optimization algorithms of the platform,and gives the implementation and application methods of the platform.The operation and maintenance personnel can use the platform to monitor the operation status of the distribution network in real time,predict potential faults,and formulate targeted operation and maintenance strategies.The results show that the platform has the function of fault diagnosis,can quickly locate the fault location and analyze the cause of the fault,and provide decision support for operation and maintenance personnel.
关键词
大数据平台/配电网/智能化运维管控Key words
big data platform/distribution network/intelligent operation and maintenance control引用本文复制引用
出版年
2024
NETL
NSTL
万方数据