基于多尺度模板匹配的配电线路劣化绝缘子红外热像检测
[1] 王羽, 文习山, 蓝磊, 等. 提高架空配电线路耐雷水平的仿真分析[J]. 高电压技术, 2011, 37(10): 2471-2476.WANG Yu, WEN Xishan, LAN Lei, et al. Simulation analysis on improvinglightning withstanding level of overhead distribution lines[J].High Voltage Engineering, 2011, 37(10): 2471-2476.
[2] 邱志斌, 阮江军, 黄道春, 等. 输电线路悬式瓷绝缘子老化形式分析与试验研究[J]. 高电压技术, 2016, 42(4): 1259-1267.QIU Zhibin, RUAN Jiangjun, HUANG Daochun, et al. Study on agingmodes and test of transmission line porcelain suspension insulators[J].High Voltage Engineering, 2016, 42(4): 1259-1267.
[3] 汪小丁. 10 kV 配电线路防雷分析与海宁地区防雷讨论[J]. 农村电气化, 2022(7): 24-26.WANG Xiaoding. Analysis and discussion on lightning protection of10 kV distribution line[J]. Rural Electrification, 2022, (7): 24-26.
[4] 国家能源局. 输变电设备状态检修试验规程: DL/T 393-2010 [S].北京: 中国电力出版社, 2010.National Energy Administration. Regulations of Condition-basedMaintenance & Test for Electric Equipment: DL/T 393-2010[S]. Beijing:China Electric Power Press, 2010.
[5] 国家能源局. 劣化悬式绝缘子检测规程: DL/T 626-2015 [S]. 北京:中国电力出版社, 2015.National Energy Administration. Aging suspension insulators inspectionrule: DL/T 626-2015[S]. Beijing: China Electric Power Press,2015.
[6] 王力农, 简思亮, 宋斌, 等. 基于电场分布测量法的输电线路劣化绝缘子检测研究[J]. 电瓷避雷器, 2019(4): 199-205.WANG Linong, JIAN Siliang, SONG Bin, et al. Research on the detectionof faulty insulator in transmission line based on electric fielddistribution measurement[J]. Insulators and Surge Arresters, 2019(4):199-205.
[7] 卢航, 姚建刚, 付鹏. 基于总体最小二乘的Shearlet 自适应零值绝缘子红外图像去噪[J]. 红外技术, 2015, 37(10): 842-846.LU Hang, YAO Jiangang, FU Peng, et al. Faulty insulators infraredthermal image adaptive denoising based on total least squares estimationand Shearlet transform[J]. Infrared Technology, 2015, 37(10):842-846.
[9] 张美金, 屈秋帛. 基于GWO-SVM 的红外热成像低零值绝缘子识别[J]. 红外技术, 2021, 43(4): 397-402.ZHANG Meijin, QU Qiubo. Infrared thermography low-zero insulatoridentification based on GWO-SVM[J]. Infrared Technology, 2021,43(4): 397-402.
[11] 王海涛, 郑雷, 李健, 等. 500 kV 瓷绝缘子串的分体式低/零值检测机器人优化设计与实测[J]. 高电压技术, 2020, 46(9):3035-3043.WANG Haitao, ZHENG Lei, LI Jian, et al. Optimization design andmeasurement test of a split low/zero insulator detection robot for 500kV porcelain insulator strings[J]. High Voltage Engineering, 2020,46(9): 3035-3043.
[12] 彭向阳, 梁福逊, 钱金菊, 等. 基于机载红外影像纹理特征的输电线路绝缘子自动定位[J]. 高电压技术, 2019, 45(3): 922-928.PENG Xiangyang, LIANG Fuxun, QIAN Jinju, et al. Automaticrecognition of insulator from UAV infrared image based on periodictextural feature[J]. High Voltage Engineering, 2019, 45(3): 922-928.
[13] 张也, 彭子健, 付强, 等. 环境湿度对瓷质绝缘子串电压分布及红外热像检测的影响分析[J]. 电网技术, 2018, 42(4): 1342-1349.ZHANG Ye, PENG Zijian, FU Qiang, et al. Analysis of environmenthumidity influence on voltage distribution and infrared thermal imagedetection of porcelain insulator strings[J]. Power SystemTechnology, 2018, 42(4): 1342-1349.
[14] 张晓春, 欧阳广泽, 何洪英, 等. 基于红外图像匹配的零值绝缘子检测[J]. 电测与仪表, 2019, 56(6): 100-105.ZHANG Xiaochun, OUYANG Guangze, HE Hongying, et al. Zero-insulator detection based on infrared images matching[J]. ElectricalMeasurement & Instrumentation, 2019, 56(6): 100-105.
[15] 李唐兵, 陈国锋, 饶斌斌, 等. 一种改进的劣化盘形悬式瓷绝缘子红外热像诊断方法[J]. 电瓷避雷器, 2014(6): 8-13.LI Tangbing, CHEN Guofeng, RAO Binbin. A improved method ofdetecting deterioration insulator based on infrared thermal image[J].Insulators and Surge Arresters, 2014(6): 8-13.
[16] 国家能源局. 带电设备红外诊断应用规范: DL/T 664-2016 [S]. 北京: 中国电力出版社, 2016.National Energy Administration. Application rules of infrared diagnosisfor live electric equipment: DL/T 664-2016 [S]. Beijing: ChinaElectric Power Press, 2016.
[17] 刘鹏. 基于红外和紫外成像法的零值绝缘子发热与放电特性研究[D]. 北京: 华北电力大学, 2016.LIU Peng. Study on Zero Value Insulator Heating and DischargeCharacteristic Based on the Infrared and Ultraviolet Imaging Method[D]. Beijing: North China Electric Power University, 2016.
[18] 莫运德, 马谦. 陶瓷材料导热率及其影响因素的探讨[J]. 中国陶瓷, 1983(3): 14-17.MO Yunde, MA Qian. Discussion on thermal conductivity of ceramicmaterials and its influencing factors[J]. China Ceramics,1983(3): 14-17.
[19] 张俊双, 郑重, 钱文晓, 等. 计及多因素影响的直流电弧对瓷绝缘子热效应仿真分析[J]. 电瓷避雷器, 2016(2): 18-23.ZHANG Junshuang, ZHENG Zhong, QIAN Wenxiao, et al. Thesimulation analysis of DC arc thermal effect on porcelain insulatorsconsidering multiple factors[J]. Insulators and Surge Arresters,2016(2): 18-23.
[20] 徐鑫, 方春华, 智李, 等. 连续激光作用下瓷质绝缘子温度和热应力分析[J]. 光电子激光, 2021, 32(1): 78-87.XU Xin, FANG Chunhua, ZHI Li, et al. Analysis of temperature andthermal stress of porcelain insulator under continuous laser irradiation[J]. Journal of Optoelectronics·Laser, 2021, 32(1): 78-87.
[21] 王畇浩. 基于可见光与红外航拍图像的输电线路绝缘子多故障检测研究[D]. 成都: 电子科技大学, 2019.WANG Yunhao. Research on Multi-fault Detection of TransmissionLine Insulators Based on Visible and Infrared Aerial Images[D].Chengdu: University of Electronic Science and Technology of China,2019.
[22] HUANG S, TANG C, XU M, et al. BM3D-based total variationalgorithm for speckle removal with structure-preserving in OCT images[J]. Applied Optics, 2019, 58(23): 6233-6243.
[23] 刘飞飞, 马礼然. 快速模板匹配算法在口罩耳绳检测中的应用[J].传感器与微系统, 2022, 41(1): 157-160.LIU Feifei, MA Liran. Application of fast template matching algorithmin mask ear band detection[J]. Transducer and MicrosystemTechnologies, 2022, 41(1): 157-160.
[24] 卞艳, 宫雨生, 马国鹏, 等. 基于无人机遥感影像的水体提取方法[J]. 浙江大学学报: 工学版, 2022, 56(4): 764-774.BIAN Yan, GONG Yusheng, MA Guopeng. Water extraction fromunmanned aerial vehicle remote sensing images[J]. Journal ofZhejiang University : Engineering Science, 2022, 56(4): 764-774.
[25] 张俊, 关胜晓. 基于改进的最大后验概率矢量量化和最小二乘支持向量机集成算法[J]. 计算机应用, 2015, 35(7): 2101-2104.ZHANG Jun, GUAN Shengxiao. Integration algorithm of improvedmaximum a posteriori probability vector quantization and leastsquares support vector machine[J]. Journal of Computer Applications,2015, 35(7): 2101-2104.
[26] Otsu N. A threshold selection method from gray-level histograms[J].IEEE Transactions on Systems on Man and Cybernetics, 1979, 9(1):62-66.
[27] 聂茜茜, 肖斌, 毕秀丽, 等. 基于超像素级卷积神经网络的多聚焦图像融合算法[J]. 电子与信息学报, 2021, 43(4): 965-973.NIE Qianqian, XIAO Bin, BI Xiuli, et al. Multi-focus image fusionalgorithm based on super pixel level convolutional neural network[J].Journal of Electronics & Information Technology, 2021, 43(4):965-973
童志鹏, 邱志斌, 吴睿雯, 周志彪, 范鹏, 沈厚明. 基于多尺度模板匹配的配电线路劣化绝缘子红外热像检测[J]. 红外技术, 2023, 45(12): 1337. TONG Zhipeng, QIU Zhibin, WU Ruiwen, ZHOU Zhibiao, FAN Peng, SHEN Houming. Infrared Thermal Image Detection of Faulty Insulators in Distribution Lines Based on Multi-scale Template Matching[J]. Infrared Technology, 2023, 45(12): 1337.