Techniques of infrared thermography for condition monitoring of electrical power equipment

Ezechukwu Kalu Ukiwe, Steve A. Adeshina, Jacob Tsado
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Abstract

Abstract The application of computer vision continues to widen with advancement in technology. Imaging systems which provide necessary inputs to the computer-vision-based models can come in various ways. Such as X-ray images, Computed Tomography (CT) scan images, and Infrared (IR) images. This paper is a review of different application areas of infrared thermography (IRT) for monitoring the status of electrical power equipment. It summarizes in tabular form recent research and relevant works within the field of condition monitoring of power assets. A general review of the application of IRT in power devices was undertaken before a specific review of selected works based on IRT for important electrical power equipment with a tabular review of possible causes of hotspots using photovoltaic installation as a reference. Results of previous works were presented with highlights on performance metrics used and accuracies achieved. Emphasis where made on the future potential of IRT and some associated techniques. The work saw that heat production within systems during operation is an important characteristic that enables IRT to become applicable for monitoring diverse physical systems, most importantly power systems. The high cost of high-definition, and long-range IR cameras limits the wide adoption of the technology for its potential applications for monitoring power installations. The work recommends future research in the development of affordable IR imaging systems with advanced features for condition monitoring of physical systems such as power installations.
电力设备状态监测的红外热成像技术
随着技术的进步,计算机视觉的应用不断拓宽。为基于计算机视觉的模型提供必要输入的成像系统可以有多种方式。如x射线图像、计算机断层扫描(CT)图像和红外(IR)图像。本文综述了红外热像仪在电力设备状态监测中的应用。以表格形式总结了电力资产状态监测领域的最新研究成果和相关工作。在对重要电力设备中基于红外热成像的选定工程进行具体审查之前,对电力设备中红外热成像的应用进行了一般性审查,并以光伏装置为参考,对热点的可能原因进行了表格审查。以前的工作结果,重点介绍了使用的性能指标和实现的准确性。其中强调了IRT和一些相关技术的未来潜力。研究发现,系统在运行过程中产生的热量是一个重要的特征,使红外热成像技术能够应用于监测各种物理系统,最重要的是电力系统。高清晰度和远程红外摄像机的高成本限制了该技术在监控电力设施方面的潜在应用的广泛采用。这项工作建议未来研究开发具有先进功能的经济实惠的红外成像系统,用于物理系统(如电力装置)的状态监测。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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