Innovative research on multispectral image fusion technology for defect detection of composite insulators in ultra-high voltage transmission lines

[1] Song, Z., Hackl, C. M., Anand, A., Thommessen, A., Petzschmann, J., Kamel, O., … & Hauptmann, S. (2023). Digital twins for the future power system: An overview and a future perspective. Sustainability, 15(6), 5259. Song Z. Hackl C. M. Anand A. Thommessen A. Petzschmann J. Kamel O. Hauptmann S. ( 2023 ). Digital twins for the future power system: An overview and a future perspective . Sustainability , 15 ( 6 ), 5259 . Search in Google Scholar

[2] Hatziargyriou, N., Milanovic, J., Rahmann, C., Ajjarapu, V., Canizares, C., Erlich, I., … & Vournas, C. (2020). Definition and classification of power system stability–revisited & extended. IEEE Transactions on Power Systems, 36(4), 3271-3281. Hatziargyriou N. Milanovic J. Rahmann C. Ajjarapu V. Canizares C. Erlich I. Vournas C. ( 2020 ). Definition and classification of power system stability–revisited & extended . IEEE Transactions on Power Systems , 36 ( 4 ), 3271 - 3281 . Search in Google Scholar

[3] Reddy, S. A., & Kumari, M. S. (2024). A review of switching overvoltage modeling in UHV AC transmission lines. Electric Power Systems Research, 236, 110902. Reddy S. A. Kumari M. S. ( 2024 ). A review of switching overvoltage modeling in UHV AC transmission lines . Electric Power Systems Research , 236 , 110902 . Search in Google Scholar

[4] Yunqing, P., Shujun, T., Shengchao, J., Tailin, L., Feifeng, W., & Bin, W. (2023, May). Study on the nondestructive detection method of composite insulator internal defect based on microwave reflection. In 2023 IEEE 6th International Electrical and Energy Conference (CIEEC) (pp. 3050-3055). IEEE. Yunqing P. Shujun T. Shengchao J. Tailin L. Feifeng W. Bin W. ( 2023 , May ). Study on the nondestructive detection method of composite insulator internal defect based on microwave reflection . In 2023 IEEE 6th International Electrical and Energy Conference (CIEEC) (pp. 3050 - 3055 ). IEEE . Search in Google Scholar

[5] Pang, G., Zhang, Z., Lu, M., Gao, C., & Jiang, X. (2021, November). Research on the detection method of 500kV composite insulator's decay-like fracture. In 22nd International Symposium on High Voltage Engineering (ISH 2021) (Vol. 2021, pp. 999-1004). IET. Pang G. Zhang Z. Lu M. Gao C. Jiang X. ( 2021 , November ). Research on the detection method of 500kV composite insulator's decay-like fracture . In 22nd International Symposium on High Voltage Engineering (ISH 2021) (Vol. 2021 , pp. 999 - 1004 ). IET . Search in Google Scholar

[6] Zhang, Z., Huang, Q., Geng, J., Liu, Q., & Zhang, S. (2022). Defect Identification of Composite Insulator Based on Infrared Image. Polymers, 14(13), 2620. Zhang Z. Huang Q. Geng J. Liu Q. Zhang S. ( 2022 ). Defect Identification of Composite Insulator Based on Infrared Image . Polymers , 14 ( 13 ), 2620 . Search in Google Scholar

[7] Vivone, G. (2023). Multispectral and hyperspectral image fusion in remote sensing: A survey. Information Fusion, 89, 405-417. Vivone G. ( 2023 ). Multispectral and hyperspectral image fusion in remote sensing: A survey . Information Fusion , 89 , 405 - 417 . Search in Google Scholar

[8] Kong, Y., Liu, Y., Geng, J., & Huang, Z. (2022). Pixel-level assessment model of contamination conditions of composite insulators based on hyperspectral imaging technology and a semi-supervised ladder network. IEEE Transactions on Dielectrics and Electrical Insulation, 30(1), 326-335. Kong Y. Liu Y. Geng J. Huang Z. ( 2022 ). Pixel-level assessment model of contamination conditions of composite insulators based on hyperspectral imaging technology and a semi-supervised ladder network . IEEE Transactions on Dielectrics and Electrical Insulation , 30 ( 1 ), 326 - 335 . Search in Google Scholar

[9] Li, X., Huang, Q., Zhang, R., Chen, X., Geng, J., Liu, Y., & Zhang, S. (2022, May). Research on defect type diagnosis of composite insulator based on infrared detection technology. In Journal of Physics: Conference Series (Vol. 2276, No. 1, p. 012010). IOP Publishing. Li X. Huang Q. Zhang R. Chen X. Geng J. Liu Y. Zhang S. ( 2022 , May ). Research on defect type diagnosis of composite insulator based on infrared detection technology . In Journal of Physics: Conference Series (Vol. 2276 , No. 1 , p. 012010 ). IOP Publishing . Search in Google Scholar

[10] Fasani, D., Barbieri, L., Villa, A., Palladini, D., Malgesini, R., D’Avanzo, G., … & Gadia, P. (2024). Diagnostics of Internal Defects in Composite Overhead Insulators Using an Optic E-Field Sensor. Sensors, 24(5), 1359. Fasani D. Barbieri L. Villa A. Palladini D. Malgesini R. D’Avanzo G. Gadia P. ( 2024 ). Diagnostics of Internal Defects in Composite Overhead Insulators Using an Optic E-Field Sensor . Sensors , 24 ( 5 ), 1359 . Search in Google Scholar

[11] Wang, Q., Li, Y., Cui, S., Li, N., Zhang, X., Jiang, W., … & Sun, J. (2024). Enhanced recognition of insulator defects on power transmission lines via proposal-based detection model with integrated improvement methods. Engineering Applications of Artificial Intelligence, 136, 109078. Wang Q. Li Y. Cui S. Li N. Zhang X. Jiang W. Sun J. ( 2024 ). Enhanced recognition of insulator defects on power transmission lines via proposal-based detection model with integrated improvement methods . Engineering Applications of Artificial Intelligence , 136 , 109078 . Search in Google Scholar

[12] Jin, M., Wang, J., Li, Y., Chen, C., & Shu, S. (2020, September). Defect Detection for Composite Insulators Based on Electromagnetic Wave Spectrum and Field Application. In 2020 IEEE International Conference on High Voltage Engineering and Application (ICHVE) (pp. 1-4). IEEE. Jin M. Wang J. Li Y. Chen C. Shu S. ( 2020 , September ). Defect Detection for Composite Insulators Based on Electromagnetic Wave Spectrum and Field Application . In 2020 IEEE International Conference on High Voltage Engineering and Application (ICHVE) (pp. 1 - 4 ). IEEE . Search in Google Scholar

[13] Mei, H., Jiang, H., Chen, J., Yin, F., Wang, L., & Farzaneh, M. (2021). Detection of internal defects of full-size composite insulators based on microwave technique. IEEE Transactions on Instrumentation and Measurement, 70, 1-10. Mei H. Jiang H. Chen J. Yin F. Wang L. Farzaneh M. ( 2021 ). Detection of internal defects of full-size composite insulators based on microwave technique . IEEE Transactions on Instrumentation and Measurement , 70 , 1 - 10 . Search in Google Scholar

[14] He, B., Yang, X., & Liu, P. (2024, May). Research progress on online monitoring technology of composite insulator string status of overhead lines. In Fourth International Conference on Sensors and Information Technology (ICSI 2024) (Vol. 13107, pp. 325-330). SPIE. He B. Yang X. Liu P. ( 2024 , May ). Research progress on online monitoring technology of composite insulator string status of overhead lines . In Fourth International Conference on Sensors and Information Technology (ICSI 2024) (Vol. 13107 , pp. 325 - 330 ). SPIE . Search in Google Scholar

[15] Wang, C., Hu, X., Tang, G., Yan, Z., & Hao, C. (2022, October). Temperature monitoring method of composite insulator for high voltage transmission line. In 7th International Symposium on Advances in Electrical, Electronics, and Computer Engineering (Vol. 12294, pp. 237-243). SPIE. Wang C. Hu X. Tang G. Yan Z. Hao C. ( 2022 , October ). Temperature monitoring method of composite insulator for high voltage transmission line . In 7th International Symposium on Advances in Electrical, Electronics, and Computer Engineering (Vol. 12294 , pp. 237 - 243 ). SPIE . Search in Google Scholar

[16] Shen, H., Liu, H., Shen, Q., Jia, R., & Zhou, C. (2022, July). Analysis of infrared general measurement results of composite insulators in operation on 220 KV transmission line. In 18th International Conference on AC and DC Power Transmission (ACDC 2022) (Vol. 2022, pp. 1279-1283). IET. Shen H. Liu H. Shen Q. Jia R. Zhou C. ( 2022 , July ). Analysis of infrared general measurement results of composite insulators in operation on 220 KV transmission line . In 18th International Conference on AC and DC Power Transmission (ACDC 2022) (Vol. 2022 , pp. 1279 - 1283 ). IET . Search in Google Scholar

[17] Zhang, Y., Sun, H., Li, H., Qi, D., Yan, Y., Chen, Z., & Huang, X. (2023). Bird pecking damage risk assessment of UHV transmission line composite insulators based on deep learning. IET Generation, Transmission & Distribution, 17(12), 2788-2798. Zhang Y. Sun H. Li H. Qi D. Yan Y. Chen Z. Huang X. ( 2023 ). Bird pecking damage risk assessment of UHV transmission line composite insulators based on deep learning . IET Generation, Transmission & Distribution , 17 ( 12 ), 2788 - 2798 . Search in Google Scholar

[18] Xue, P., Meng, Q., Li, C., Huang, Z., Liu, C., Sun, K., & Wei, Y. (2023, October). Research and application of defect reconstruction method for ultra-high voltage composite insulators based on thermal imaging technology. In Annual Meeting of CSEE Study Committee of HVDC and Power Electronics (HVDC 2023) (Vol. 2023, pp. 309-313). IET. Xue P. Meng Q. Li C. Huang Z. Liu C. Sun K. Wei Y. ( 2023 , October ). Research and application of defect reconstruction method for ultra-high voltage composite insulators based on thermal imaging technology . In Annual Meeting of CSEE Study Committee of HVDC and Power Electronics (HVDC 2023) (Vol. 2023 , pp. 309 - 313 ). IET . Search in Google Scholar

[19] Wang, H., Cheng, L., Liao, R., Zhang, S., & Yang, L. (2020). Nonlinear ultrasonic nondestructive detection and modelling of kissing defects in high voltage composite insulators. IEEE Transactions on Dielectrics and Electrical Insulation, 27(3), 924-931. Wang H. Cheng L. Liao R. Zhang S. Yang L. ( 2020 ). Nonlinear ultrasonic nondestructive detection and modelling of kissing defects in high voltage composite insulators . IEEE Transactions on Dielectrics and Electrical Insulation , 27 ( 3 ), 924 - 931 . Search in Google Scholar

[20] Zhao, L., Li, T., Yang, Y., Zhao, L., Xie, Z., & Jiang, K. (2022, September). Experiment and Research on Multi-Spectral Detection of Composite Insulators’ Typical Defects under the Perspective of Unmanned Aerial Vehicle. In 2022 IEEE International Conference on High Voltage Engineering and Applications (ICHVE) (pp. 1-6). IEEE. Zhao L. Li T. Yang Y. Zhao L. Xie Z. Jiang K. ( 2022 , September ). Experiment and Research on Multi-Spectral Detection of Composite Insulators’ Typical Defects under the Perspective of Unmanned Aerial Vehicle . In 2022 IEEE International Conference on High Voltage Engineering and Applications (ICHVE) (pp. 1 - 6 ). IEEE . Search in Google Scholar

[21] Rohmat Indra Borman,Agus Harjoko & Wahyono. (2024). Improved ORB Algorithm Through Feature Point Optimization and Gaussian Pyramid. International Journal of Advanced Computer Science and Applications (IJACSA)(2). Rohmat Indra Borman Agus Harjoko Wahyono ( 2024 ). Improved ORB Algorithm Through Feature Point Optimization and Gaussian Pyramid . International Journal of Advanced Computer Science and Applications (IJACSA)( 2 ). Search in Google Scholar

[22] Adam Brown,Aditi Laddha & Mohit Singh. (2024). Fast algorithms for maximizing the minimum eigenvalue in fixed dimension. Operations Research Letters107186-107186. Adam Brown Aditi Laddha Mohit Singh ( 2024 ). Fast algorithms for maximizing the minimum eigenvalue in fixed dimension . Operations Research Letters 107186 - 107186 . Search in Google Scholar

[23] Zhu Fuzhen,Li Huiling,Li Jiacheng,Zhu Bing & Lei Siwen. (2023). Unmanned aerial vehicle remote sensing image registration based on an improved oriented FAST and rotated BRIEF-random sample consensus algorithm. Engineering Applications of Artificial Intelligence(PB). Zhu Fuzhen Li Huiling Li Jiacheng Zhu Bing Lei Siwen ( 2023 ). Unmanned aerial vehicle remote sensing image registration based on an improved oriented FAST and rotated BRIEF-random sample consensus algorithm . Engineering Applications of Artificial Intelligence(PB) . Search in Google Scholar

[24] Moussaoui Imane,Chemseddine Rahmoune,Moahmed Zair & Djamel Benazzouz. (2024). Multi-fault bearing diagnosis under time-varying conditions using Empirical Wavelet Transform, Gaussian mixture model, and Random Forest classifier. Advances in Mechanical Engineering(8). Moussaoui Imane Chemseddine Rahmoune Moahmed Zair Djamel Benazzouz ( 2024 ). Multi-fault bearing diagnosis under time-varying conditions using Empirical Wavelet Transform, Gaussian mixture model, and Random Forest classifier . Advances in Mechanical Engineering ( 8 ). Search in Google Scholar

[25] Sun Jinping,Ding Enjie,Sun Bo,Chen Lei & Kerns Matthew Keith. (2020). Image salient object detection algorithm based on adaptive multi-feature template. DYNA(6),646-653. Sun Jinping Ding Enjie Sun Bo Chen Lei Kerns Matthew Keith ( 2020 ). Image salient object detection algorithm based on adaptive multi-feature template . DYNA ( 6 ), 646 - 653 . Search in Google Scholar