热成像检测采用基于微控制器的摄像机定位系统

Daniel Sampaio, Victor G. S. Sousa, R. Glatt, Daniel Rubbo, Alan F. Costa
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引用次数: 1

摘要

红外热像仪可用于检测电气或机械设备和结构的早期热异常,以免导致其运行中断。在这项工作中,我们提出了一个系统来控制热像仪的定位和运动,安装在一个机械支架有六个自由度,采用低成本的微控制器板Arduino。该系统将摄像机移动到预先设定和配置的位置,并通过应用图像处理和人工神经网络技术,基于热成像图像对摄像机视场上的目标元素进行自动诊断。选取水电厂外围升压变压器周边区域进行系统验证。该系统还允许在相机视野内进行自定义远程检查,因为它可以在线访问并以手动模式操作。
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Thermographic inspection using a microcontroller-based camera positioning system
Infrared thermal cameras can be used to detect early-stage thermal anomalies in electrical or mechanical equipment and structures, before they lead to the interruption of their operation. In this work, we present a system to control the positioning and movement of a thermographic camera, mounted on a mechanical support with six degrees of freedom, employing the low cost microcontroller board Arduino. The proposed system moves the camera to positions set and configured a priori, and provides an automatic diagnosis of target elements on the camera's field of view, based on thermographic images by applying image processing and artificial neural network techniques. The surrounding region of a step-up transformer located in the outer area of a hydroelectric power plant was selected to validate the system. The system also allows custom remote inspections within the camera's field of view since it can be accessed online and be operated in manual mode.
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