Study On Optical Communications, Volume. 50, Issue 6, 23008701(2024)
Method for Identifying Abnormal Hot Spots on the Surface of Composite Insulators
[1] Liu L S, Guo C J, Wang L M et al. Defects Detection Method for Composite Insulators based on Frequency Thermal Characteristics Imaging[J]. Proceedings of the CSEE, 39, 2498-2505(2019).
[2] Jia Y Y, Li Y J, Tao J G et al. Numerical Simulation and Experimental Analysis on Abnormal Overheating of GW6B-252 High-voltage Disconnector[J]. High Voltage Apparatus, 56, 240-246(2020).
[3] Zhang S L. Defect Mining and Analysis of Electric Power Composite Insulator based on Image Deep Learning and Three-dimensional Electric Field Simulation[J]. Water Resources and Power, 37, 197-201(2019).
[4] Zhou Z Q, Feng Z X, Zhou D G et al. Fault Region Extraction of Electrical Equipment in Infrared Image by Using an Extended Mean Shift Method[J]. Infrared Technology, 41, 78-83(2019).
[5] Guo C J, Tu Y X, Liu L S et al. Interfacial Thermal Wave Model of Composite Post Insulator and Its Nondestructive Detection Method on Interfacial Defects[J]. Proceedings of the CSEE, 41, 7160-7169(2021).
[6] Wang Y P, Zhang H M, Peng C et al. The Target Detection Method for Abnormal Heating Point of High-voltage Switchgear based on YOLO v3[J]. Infrared Technology, 42, 983-987(2020).
[7] Liu Y P, Pei S T, Wu J H et al. Deep Learning based Target Detection Method for Abnormal Hot Spots Infrared Images of Transmission and Transformation Equipment[J]. Southern Power System Technology, 13, 27-33(2019).
[8] Guo H T, Sun Y Z, Li F Y et al. Design Analysis and Characteristic Research of Composite Insulator for High-voltage Disconnector[J]. High Voltage Apparatus, 56, 141-147(2020).
[9] Zhou Z Y, Zhang Y M, Meng F Y et al. A Nested Structure Tubular Fiber Bragg Grating Sensor for Motor Temperature Measurement[J]. Semiconductor Optoelectronics, 42, 201-206(2021).
[10] Zhang J B, He Q, Zhang Q C. Application of Fiber Bragg Grating Sensor Array in Space Temperature Field Measurement[J]. Laser & Infrared, 50, 724-728(2020).
[11] Zhao L B, Bi Y, Zhao L X. Simulation of Electric Field Distribution in Parallel Gap of Composite Insulators for Lightning Protection Lines[J]. Computer Simulation, 36, 100-103(2019).
[12] Huang X Y, Zhang Y, Wang L M et al. Infrared Image Segmentation and Temperature Reading of Composite Insulator Strings based on Mask-RCNN Algorithm[J]. High Voltage Apparatus, 57, 87-94(2021).
[13] Gao S, Lu Y P, Wang X Q et al. Infrared Image Recognition Method of Porcelain Disc-suspended Insulators based on Deep Learning Technology[J]. Journal of Electric Power Science and Technology, 35, 119-125(2020).
[14] Tang X Y, Huang J B, Feng J W et al. Image Segmentation and Defect Detection of Insulators based on U-net and YOLO v4[J]. Journal of South China Normal University (Natural Science Edition), 52, 15-21(2020).
[15] Nie B, Wang X, Hu X. Nonlinear Profile Outlier Detection for Non-normal Variation[J]. Operations Research and Management Science, 28, 101-107(2019).
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Yao LIU. Method for Identifying Abnormal Hot Spots on the Surface of Composite Insulators[J]. Study On Optical Communications, 2024, 50(6): 23008701
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Received: Aug. 8, 2023
Accepted: --
Published Online: Jan. 2, 2025
The Author Email: LIU Yao (egaisi1@163.com)