基于数据融合的电力系统输电塔运行状态监测

Haiting Ji, Jianfeng Liu
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引用次数: 1

摘要

本文研究了数据融合技术在电力系统中的应用,以解决复杂能源系统中的一些难题。提出了一种基于角、线、颜色和形状特征的输电塔识别和鸟巢检测方法。通过LSD (Line Segment Detection)和Harris角点检测方法,分别提取图像中的直线段和角点。结合三角法,测量了塔的实际倾斜角;根据发射塔内鸟类的筑巢规律,提出了发射塔基本单元分割算法,利用目标像素行统计直方图的局部最大值实现发射塔基本单元分割。本文提出的算法能有效地解决输电塔倾斜角在线测量和鸟巢在线检测问题,为输电塔状态在线监测奠定理论基础。
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Operation Status Monitoring of Transmission Tower in Power System based on Data Fusion
This paper studies the application of data fusion technology in power system to solve some difficult problems in this complex energy system. A transmission tower identification and bird nest detection method based on corner, line, color and shape features is proposed. Through LSD (Line Segment Detection) and Harris corner detection method, the straight line segment and corner point in the image are extracted respectively. Combined with triangle method, the actual tilt angle of tower is measured; According to the nesting rule of birds in transmission towers, the basic unit segmentation algorithm of transmission towers is proposed, and the basic unit segmentation of transmission towers is realized by using the local maximum of the target pixel row statistical histogram. The algorithm proposed in this paper can effectively solve the problems of on-line measurement of tilt angle of transmission tower and on-line detection of bird's nest, which will lay a theoretical foundation for on-line monitoring of transmission tower status.
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来源期刊
International Journal of Circuits, Systems and Signal Processing
International Journal of Circuits, Systems and Signal Processing Engineering-Electrical and Electronic Engineering
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