Application of Hyperspectral Image Recognition Technology in Monitoring the Pollution Level of Insulators

[1] Yin, C., Xiao, Z., & Guo, Y. (2021). Method for detecting the pollution degree of naturally contaminated insulator based on hyperspectral characteristics. High Voltage, 6(6), 1031-1039. Search in Google Scholar

[2] Yin, C., Guo, Y., & Zhang, X. (2021). A novel method for visualizing the pollution distribution of insulators. IEEE Transactions on Instrumentation and Measurement, 70, 1-8. Search in Google Scholar

[3] Wang, H., Cheng, L., & Liao, R. (2019). Nonlinear mechanical model of composite insulator interface and nondestructive testing method for weak bonding defects. Proceedings of the CSEE, 39(3), 895-905. Search in Google Scholar

[4] Qiu, Y., Wu, G., & Xiao, Z. (2019). An extreme-learning-machine-based hyperspectral detection method of insulator pollution degree. IEEE Access, 7, 121156-121164. Search in Google Scholar

[5] Shi, C., Zeng, H., & Guo, Y. (2020). Surface roughness detection of roof insulator based on hyperspectral technology. IEEE Access, 8, 81651-81659. Search in Google Scholar

[6] King, J. L., Shahsafi, A., & Zhang, Z. (2022). Wavelength-by-wavelength temperature-independent thermal radiation utilizing an insulator–metal transition. ACS Photonics, 9(8), 2742-2747. Search in Google Scholar

[7] Xu, S., Meng, X., & Zhang, X. (2024). Molecular beam epitaxy growth of topological insulator Bi4Br4 on silicon for the infrared applications. Quantum Frontiers, 3(1), 1-11. Search in Google Scholar

[8] Huang, Y., & Huang, X. (2020). Flow field distribution around insulator and contamination uneven characteristic of insulator. IET Science, Measurement & Technology, 14(10), 1088-1097. Search in Google Scholar

[9] Wang, S., Wang, J., & Chen, L. (2022). Electric field distribution of soluble salt deposition on the surface of insulators in railway overhead lines. Chinese Journal of Electrical Engineering, 8(3), 123-132. Search in Google Scholar

[10] Cao, B., Zhao, C., & Yin, F. (2020). Temporal and spatial characteristics of soluble salt components accreted on the insulator surface. IET Science, Measurement & Technology, 14(8), 891-896. Search in Google Scholar

[11] Ramirez-Vazquez, I., Ruiz-Pinales, J., & Salgado-Talavera, J. E. (2020). Fractal analysis for classification of electrical testing of polymer high voltage insulators. Computación y Sistemas, 24(1), 269-280. Search in Google Scholar

[12] Lan, L., Mu, L., & Yuan, X. (2019). Studies on metallurgical contamination accumulation characteristics on ceramic insulator of 500 kV AC transmission line. IET Science, Measurement & Technology, 13(5), 722-728. Search in Google Scholar

[13] Kan, C., Ruan, Z., & Yuan, D. (2020). Simulation of temperature field of basin insulator and optimization of oven structure. IEEJ Transactions on Electrical and Electronic Engineering, 15(4), 480-487. Search in Google Scholar

[14] Nandi, S., Subba Reddy, B., & Sharma, D. (2019). Performance of composite insulators used for electric transmission under extreme climatic conditions. Journal of Materials Engineering and Performance, 28, 5959-5969. Search in Google Scholar

[15] Gao, S. M., Zhou, Z. C., & Wang, L. M. (2019). Study on natural contamination of insulators without effect of rainfall. Insul. Surge Arresters, 2019, 245-251. Search in Google Scholar

[16] Yang, Z., Jiang, X., & Han, X. (2019). Influence of pollution chemical components on AC flashover performance of various types of insulators. High Voltage, 4(2), 105-112. Search in Google Scholar

[17] Pernebayeva, D., Irmanova, A., & Sadykova, D. (2019). High voltage outdoor insulator surface condition evaluation using aerial insulator images. High Voltage, 4(3), 178-185. Search in Google Scholar