Real Time Health Monitoring of Ceramic Insulators Using Quad-Copter

Basit Ali, Abdul Attayyab Khan, Hammad Nasir, H. Mannan
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引用次数: 3

Abstract

This paper presents a smart and efficient system for the surveillance of the ceramic and polymeric insulators installed in distribution system. Various manual methods are used to monitor the distribution system, but they are not efficient. They require more time, resources and also harmful for human life. The proposed system is able to monitor distribution line specially insulators using image processing and sensors reading. Complete system having quad-copter with camera resolution of 1080p, IR temperature sensor, humidity sensor and WiFi supported micro controller. Quad copter captures images of insulators and installed sensors take reading of the system. This system keep the record of all images taken along with GPS that provide ease to distribution company while locating faults on insulators. A GUI is created in MATLAB that is used for analyzing images through different image processing techniques. It monitors the condition of insulator by using the algorithm of canny filter and sober filter and create histogram of each image. Standard deviation and Mean value are also used to analyze the health of insulator. This system reduce the human effort and resources that consume more time and money.
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利用四旋翼机对陶瓷绝缘子进行实时健康监测
介绍了一种智能、高效的配电系统中陶瓷绝缘子和聚合物绝缘子监控系统。各种人工方法用于监控配电系统,但效率不高。它们需要更多的时间和资源,而且对人类的生命有害。该系统采用图像处理和传感器读取技术对配电线路特别是绝缘子进行监测。完整的系统具有四轴飞行器,摄像头分辨率为1080p,红外温度传感器,湿度传感器和支持WiFi的微控制器。四轴飞行器捕获绝缘体的图像,安装的传感器读取系统。该系统记录了所有与GPS一起拍摄的图像,为配电公司定位绝缘子故障提供了方便。在MATLAB中创建了一个GUI,用于通过不同的图像处理技术分析图像。采用canny滤波和sober滤波算法对绝缘子状态进行监测,并对每幅图像生成直方图。用标准差和平均值分析了绝缘子的健康状况。该系统减少了耗费更多时间和金钱的人力和资源。
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