基于数据挖掘的电力仪表图像智能监控系统设计  

Design of intelligent monitoring system for power instrument image based on data mining

作　　者：蔡榕 周长江 杨毅 孙涛 王鹏 郭晏 CAI Rong;ZHOU ChangJiang;YANG Yi;SUN Tao;WANG Peng;GUO Yan(State Grid Jiangsu Electric Power Co.,Ltd.,Nanjing 210000,China)

机构地区：[1]国网江苏省电力有限公司,南京210000

出　　处：《自动化与仪器仪表》2020年第3期117-119,123,共4页Automation & Instrumentation

基　　金：国家自然科学基金资助项目(No.61602251)。

摘　　要：现有的电力仪表图像智能监控系统存在着稳定性差、效率低下的弊端,为了解决上述问题,引入数据挖掘技术对电力仪表图像智能监控系统进行设计与研究。电力仪表图像智能监控系统硬件设计包括图像采集单元、数据挖掘单元、无线通信单元与控制器单元设计,软件设计包括数据挖掘终端节点软件、无线通信协调器节点软件与控制器软件设计。通过系统硬件与软件的设计,实现了电力仪表图像智能监控系统的运行。通过仿真对比实验得到,与现有的电力仪表图像智能监控系统相比,设计的电力仪表图像智能监控系统极大地提升了系统的稳定性与监控效率,充分说明设计的电力仪表图像智能监控系统具备更好的监控性能。In order to solve the problems mentioned above,data mining technology is introduced to design and study the intelligent image monitoring system of power instruments.The hardware design of power instrument image intelligent monitoring system includes image acquisition unit,data mining unit,wireless communication unit and controller unit.The software design includes data mining terminal node software,wireless communication coordinator node software and controller software design.Through the design of hardware and software of the system,the operation of intelligent image monitoring system for power instrument is realized.Compared with the existing power instrument image intelligent monitoring system,the designed power instrument image intelligent monitoring system greatly improves the stability and monitoring efficiency of the system,fully demonstrating that the designed power instrument image intelligent monitoring system has better monitoring performance.

关 键 词：数据挖掘 电力仪表 图像 监控 

分 类 号：TP272[自动化与计算机技术—检测技术与自动化装置]