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基于图像处理的输电线路导线表面损伤特征研究

  

  1. 华北电力大学机械工程系,河北保定 071003
  • 出版日期:2018-06-30 发布日期:2018-07-10
  • 基金资助:
    国家自然科学基金项目(11402089);河北省自然科学基金项目(A2017502015);中央高校基本科研业务费专项资金项目(2017MS153)

On the Surface Damage Features of Transmission Line Conductors Based on Image Processing

  1. Department of Mechanical Engineering, North China Electric Power University, Baoding Hebei 071003, China
  • Online:2018-06-30 Published:2018-07-10

摘要: 导线表面损伤是影响架空输电导线力学性能和电气性能的重要因素,研究导线表
面损伤特征对输电导线耐久性设计和安全性评估具有重要意义。为此选取不同地区实际输电线
路中截取的不同电压等级的典型导线 (钢芯铝绞线) 作为研究对象,利用图像处理技术提取了
不同导线损伤表面图像信息。针对传统像素点覆盖法的不足提出一种改进的像素点覆盖算法,
给出了导线表面损伤特征与分形维数间的关系。研究结果表明,导线表面形貌具有明显的分形
规律,分形维数能够度量架空输电导线表面的损伤特征。导线表面损伤程度越低,二维分形维
数越小;导线表面不平整度的增加将使得三维分形维数增加。导线表面损伤特征为伤痕时,二
维分形维数介于1.5~1.7 之间;损伤特征为磨损时,二维分形维数介于1.2~1.4 之间;损伤特征
为锈蚀时,二维分形维数介于1.4~1.5。

关键词: 图像处理, 损伤特征, 分形, 输电线路, 钢芯铝绞线

Abstract: The surface damage of conductors is an important factor in affecting the mechanical and
electrical performances of overhead transmission lines. Thus, it is important to study the surface
damage features of conductors for the durability design and safety assessment of transmission
conductors. Firstly, several typical conductors (aluminium conductor steel reinforced, ACSR) in
different regions and voltage levels are selected as the objects of study in this paper. Then the image
information of the damaged surface of conductors is extracted by image processing technology. An
improved pixel covering algorithm is proposed to make up for the shortcomings of the traditional
pixel covering method, and thus the relations between surface damage features and fractal dimensions
of conductors can be established. Research results show that there is obvious fractal rule in the
conductor surface topography. The fractal dimensions can measure the surface damage characteristics
of conductors. The two-dimensional (2D) fractal dimension tends to become smaller with the
decrease in the conductor surface damage. The increase in the unevenness of conductor surface will
improve the 3D fractal dimensions. When the damage of the conductor surface is a scar, the 2D
fractal dimension is between 1.5 and 1.7. If the damage is characterized with wear, the fractal
dimension spans from 1.2 to 1.4; whereas the damage is characterized with corrosion, the fractal dimension ranges from 1.4 to 1.5.

Key words: image processing, damage features, fractal, transmission line, aluminium conductor steel reinforced