Identification of Typical Construction Defect in 10 kV Cable Intermediate Joints Based on Canny Algorithm and Image Processing

CHEN Zhi; FANG Chunhua; JIANG Quancai; YU Qiao; YOU Haixin

doi:10.13296/j.1001-1609.hva.2026.05.018

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Identification of Typical Construction Defect in 10 kV Cable Intermediate Joints Based on Canny Algorithm and Image Processing

Research & Analysis | 更新时间：2026-05-13

- Identification of Typical Construction Defect in 10 kV Cable Intermediate Joints Based on Canny Algorithm and Image Processing
- High Voltage Apparatus Vol. 62, Issue 5, Pages: 157-165(2026)
- 作者机构：
  
  三峡大学电气与新能源学院，湖北宜昌 443002
  广东中山供电局，广东中山 528400
- 作者简介：
- 基金信息：
- DOI：10.13296/j.1001-1609.hva.2026.05.018
  CLC：
- Received：10 August 2025，
  
  Revised：2025-11-02，
  
  Published：16 May 2026
- 稿件说明：
移动端阅览
CHEN Zhi, FANG Chunhua, JIANG Quancai, et al. Identification of Typical Construction Defect in 10 kV Cable Intermediate Joints Based on Canny Algorithm and Image Processing[J]. High Voltage Apparatus, 2026, 62(5): 157-165.
DOI：

CHEN Zhi, FANG Chunhua, JIANG Quancai, et al. Identification of Typical Construction Defect in 10 kV Cable Intermediate Joints Based on Canny Algorithm and Image Processing[J]. High Voltage Apparatus, 2026, 62(5): 157-165. DOI： 10.13296/j.1001-1609.hva.2026.05.018.

摘要

10 kV电缆中间接头施工缺陷易导致绝缘故障，为了快速准确的检测识别电缆中间接头施工缺陷，提出一种Canny算子和图像处理结合的边缘检测方法。Canny算子和图像处理结合的算法能最优定位边缘、不误检，得到准确的中间接头边缘信息。实验结果表明，Canny边缘算法能检测出缺陷图像中较为完整的污渍和划痕，对于主绝缘切割不齐、半导电剥离不齐和毛刺缺陷能准确的检测，缺陷算法准确率均达到90%以上。Canny边缘检测算法提高了缺陷检测的智能化程度，能有效管控施工质量。

Abstract

The construction defects of the 10 kV cable intermediate joint are easy to lead to insulation failure. For quickly and accurately detecting tand identifying the construction defects of cable intermediate joints

an edge detection method combining Canny operator and image processing is proposed. The algorithm combining Canny operator and image processing can locate the edge optimally without false detection

and obtain accurate edge information of intermediate joints. The experimental result shows that Canny edge algorithm can detect more complete stains and scratches in the defect image. The main insulation cutting

semi-conductive peeling and burr defects can be accurately detected

and the accuracy rate of the defect algorithm is more than 90%. The Canny edge detection algorithm improves the intelligence of defect detection and can effectively control the construction quality.

关键词

Keywords

references

桂俊峰,刘岳楠,逯华,等. 10 kV电缆接头典型缺陷局部放电类型模式识别[J].北京交通大学学报,2023,47(3):140-148.

GUI Junfeng,LIU Yuenan,LU Hua,et al.Pattern recognition of partial discharge types for typical defects in 10 kV cable joints[J]. Journal of Beijing Jiaotong University,2023,47(3):140-148.

蒋晓娟,梁惟钢,夏俊峰,等. 35 kV电力电缆冷缩式中间接头典型缺陷电场计算及故障分析[J].绝缘材料,2015,48(11):59-63.

JIANG Xiaojuan,LIANG Weigang,XIA Junfeng,et al.Electric field calculation of typical defects in 35 kV power cable joints and fault analysis[J]. Insulating Materials,2015,48(11):59-63.

陶玉宁,陈皇熹,赵国伟,等. 10 kV电缆中间接头典型施工缺陷的电场及局放特性研究[J].电力工程技术,2021,40(5):114-120.

TAO Yuning,CHEN Huangxi,ZHAO Guowei,et al. Electric field and local discharge characteristics of typical construction defects of 10 kV cable intermediate joint[J]. Electric Power Engineering Technology,2021,40(5):114-120.

余世文,石钟锋,程宏波.基于多能量X射线图像融合的电缆接头状态判断方法[J].电力电容器与无功补偿,2025,46(3):13-19.

YU Shiwen, SHI Zhongfeng, CHENG Hongbo. Condition Judgement method of cable joints based on multi energy X-ray image fusion[J]. Power Capacitor & Reactive Power Compensation, 2025,46(3):13-19.

何亚文,李友才,李奇艳,等.防爆型高压电缆接头的泄能孔形状设计[J].电力科学与技术学报,2025,40(4):313-322.

HE Yawen,LI Youcai,LI Qiyan,et al. Shape design of energy leakage hole of explosion-proof high voltage cable joint[J]. Journal of Electric Power Science and Technology,2025,40(4):313-322.

刘亚南,丁然,喻建,等. 10 kV电缆熔融接头运行状态下的电—热—力耦合仿真分析[J].绝缘材料,2023,56(3):93-99.

LIU Yanan,DING Ran,YU Jian,et al. Electrical-thermalmechanical coupling simulation analysis of 10 kV cable fusion joint under operation[J]. Insulating Materials,2023,56(3):93-99.

袁建强.电力电缆中间接头故障原因分析及制作工艺改进[J].科技与创新,2016(13):141-142.

YUAN Jianqiang. Cause analysis and production process improvement of power cable intermediate joint failure[J]. Science and Technology & Innovation,2016(13):141-142.

曾俊.图像边缘检测技术及其应用研究[D].武汉:华中科技大学,2011.

ZENG Jun. Research on image edge detection and its application[D]. Wuhan:Huazhong University of Science and Technology, 2011.

GONZALEZ R ,WOODS R ,et al. Digital image processing[M]. Beijing:Electronic Industry Press,2007:152-158.

宋迪,张东波,刘霞.基于Gabor和纹理抑制的手机配件划痕检测[J].计算机工程,2014(9):1-5.

SONG Di,ZHANG Dongbo,LIU Xia. Scratch detection for mobile phone accessories based on Gabor and texture suppression[J]. Computer Engineering,2014(9):1-5.

徐志刚,赵祥模,宋焕生,等.基于直方图估计和形状分析的沥青路面裂缝识别算法[J].仪器仪表学报,2010,31(10):2260-2266.

XU Zhigang,ZHAO Xiangmo,SONG Huansheng,et al. Asphalt pavement crack recognition algorithm based on histogram estimation and shape analysis[J]. Chinese Journal of Scientific Instrument,2010,31(10):2260-2266.

李哲毓,高明,马卫红.基于计算机视觉的管壳表面划痕检测技术研究[J].应用光学,2007,28(6):802-805.

LI Zheyu,GAO Ming,MA Weihong. Detecting technology of scratches on pipe surface based on computer vision[J]. Journal of Applied Optics,2007,28(6):802-805.

鲁友存.基于红外图像特征的建筑热工缺陷检测方法[D]. 大连:大连理工大学,2022.

LU Youcun. Detection method of building thermal defects based on infrared image features[D]. Dalian: Dalian University of Technology,2022.

黄奇. 10 kV电缆接头典型缺陷局部放电研究[D].广州:华南理工大学,2016.

HUANG Qi. Study on partial discharge of typical defects in 10 kV cable joint[D]. Guangzhou:South China University of Technology, 2016.

刘钦伟,王元韶,王志康.交联电缆常见施工缺陷与对策[J].自动化应用,2014(6):109-110.

LIU Qinwei,WANG Yuanshao,WANG Zhikang. Common construction defects and countermeasures of cross-linked cable[J]. Automation Application,2014(6):109-110.

吴刚,单旭凯,张福祯. 10 kV高压电缆安装及电缆头制作工艺的研究[J].科技与创新,2018(11):60-61.

WU Gang,SHAN Xukai,ZHANG Fuzhen. Study on installation of 10 kV high voltage cable and manufacturing technology of cable head[J]. Science and Technology & Innovation,2018(11):60-61.

乔丕凡,张玉,曹华明,等. 10 kV电力电缆中间接头施工工艺缺陷的研究[J].山东电力技术,2019,46(7):33-37.

QIAO Pifan,ZHANG Yu,CAO Huaming,et al. Research on the installation defects of 10 kV cable joint[J]. Shandong Electric Power,2019,46(7):33-37.

王军,林宇航,贾玉彤,等.一种改进Canny算子的图像边缘检测算法[J].小型微型计算机系统,2024,45(6):1413-1417.

WANG Jun,LIN Yuhang,JIA Yutong,et al. Image edge detection algorithm based on improved canny operator[J]. Journal of Chinese Computer Systems,2024,45(6):1413-1417.

HARINI S,ABHIRAM V,HEGDE R,et al. A smart driver alert system for vehicle traffic using image detection and recognition technique[C]//2017 2nd IEEE International Conference on Recent Trends in Electronics,Information & Communication Technology (RTEICT).[S. l.]:IEEE,2017:1540-1543.

KIM S W,KIM N S. Dynamic characteristics of suspension bridge hanger cables using digital image processing[J]. NDT & E International,2013,59(7):25-33.

PARRA L,MOSTAZA COLADO D,MARIN J F,et al. Methodology to differentiate legume species in intercropping agroecosystems based on UAV with RGB camera[J]. Electronics,2022,11(4):609.

MAHFURDZ A,SAHER R,PI W G W. Electronic circuit failure detection using thermal image[J]. Open Access Library Journal, 2020,7(8):1-7.

明菊兰,钱洲亥,牛莉,等.基于最小二乘原理的电力变压器绝缘油色谱在线监测系统校准方法[J].武汉大学学报(理学版), 2021,67(3):281-291.

MING Julan,QIAN Zhouhai,NIU Li,et al. A calibration method of power transformer insulating oil chromatography online monitoring system based on least square principle[J]. Journal of Wuhan University(Natural Science Edition),2021,67(3):281-291.

贺杰,王桂梅,刘杰辉,等.基于图像处理的皮带机上煤量体积计量[J].计量学报,2020,41(12):1516-1520.

HE Jie,WANG Guimei,LIU Jiehui,et al. Volume measurement of coal volume on belt conveyor based on image processing[J]. Acta Metrologica Sinica,2020,41(12):1516-1520.

芦穗豪,韩勇,齐永阳,等.基于改进麻雀搜索算法的B样条曲线拟合方法[J].计算机工程,2023,49(1):100-112.

LU Suihao,HAN Yong,QI Yongyang,et al. Method of B-spline curve fitting based on improved sparrow search algorithm[J]. Computer Engineering,2023,49(1):100-112.

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