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图像识别技术在电力设备监测中的应用

Application of image recognition technology in electrical equipment on-line monitoring

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【作者】 张浩王玮徐丽杰秦欢刘明

【Author】 ZHANG Hao1,WANG Wei1,XU Li-jie1,QIN Huan2,LIU Ming3(1.School of Electrical Engineering,Beijing Jiaotong University,Beijing 100044,China;2.School of Electrical and Electronic Engineering,North China Electric Power University,Beijing 102206,China;3.Baishan Power Supply Corporation,Baishan 134300,China)

【机构】 北京交通大学电气工程学院华北电力大学电气与电子工程学院白山供电公司

【摘要】 为减少传统基于灰度的匹配算法的计算量,采用图像形状特征分析技术,提出了新的模板匹配算法。该算法取隔行隔列的数据进行粗略匹配,在此基础上进行精确匹配,大大减少了计算的数据量。将该算法应用于电力变压器的图像识别中,实验结果表明该匹配算法在速度上具有较大的优势,能更快地对电力变压器进行定位识别。论述了远程数字视频监控与图像识别技术在电力系统中的应用前景。

【Abstract】 In order to reduce the amount of calculation of the traditional matching algorithm which is based on grayscale,the shape characteristics of image analysis technology is used and a new template matching algorithm is proposed.The algorithm first checks out the following interlacing data and roughly matches them,and then does precise matching.Therefore,it can greatly reduce the mount of data calculation.The algorithm which is applied in the image recognition of power transformer has an advantage of speed of calculation,and it can more quickly confirm the position of the power transformer.This paper also points out the prospect of applying remote digital video monitoring and image recognition technology in power systems.

  • 【文献出处】 电力系统保护与控制 ,Power System Protection and Control , 编辑部邮箱 ,2010年06期
  • 【分类号】TP391.41;TM73
  • 【被引频次】97
  • 【下载频次】1472
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