Guo Honglin, Zheng Yan, Yu Hailong, Cui Shu, Wang Qi, Yuan Jingwei, Wu Yanfeng, Cong Qian
{"title":"输电线路多维智能控制系统","authors":"Guo Honglin, Zheng Yan, Yu Hailong, Cui Shu, Wang Qi, Yuan Jingwei, Wu Yanfeng, Cong Qian","doi":"10.1109/ACPEE56931.2023.10135964","DOIUrl":null,"url":null,"abstract":"With the increase of urban construction, the transmission line operation environment is becoming more and more complex, corresponding to the continuous improvement of social requirements for power supply quality and reliability, and the traditional maintenance methods is over-dependent on personnel. In order to solve the outstanding problems of traditional transmission line monitoring system such as single monitoring mode, low intelligence and insufficient channel utilization, image intelligent recognition algorithm and edge computing strategy are proposed in this paper. On this basis, data integration and product networking are realized, and a multidimensional intelligent control system for transmission lines is built to improve the quality and efficiency of intelligent inspection of transmission lines. At last, engineering practice applications show that when the intelligent monitoring devices apply the edge computing algorithm to detect the hidden dangers in the data, it will take the initiative to alarm and upload it, so as to relieve the network pressure of the communication and realize the function of multidimensional intelligent control system for transmission lines.","PeriodicalId":403002,"journal":{"name":"2023 8th Asia Conference on Power and Electrical Engineering (ACPEE)","volume":"77 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Multidimensional Intelligent Control System for Transmission Lines\",\"authors\":\"Guo Honglin, Zheng Yan, Yu Hailong, Cui Shu, Wang Qi, Yuan Jingwei, Wu Yanfeng, Cong Qian\",\"doi\":\"10.1109/ACPEE56931.2023.10135964\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"With the increase of urban construction, the transmission line operation environment is becoming more and more complex, corresponding to the continuous improvement of social requirements for power supply quality and reliability, and the traditional maintenance methods is over-dependent on personnel. In order to solve the outstanding problems of traditional transmission line monitoring system such as single monitoring mode, low intelligence and insufficient channel utilization, image intelligent recognition algorithm and edge computing strategy are proposed in this paper. On this basis, data integration and product networking are realized, and a multidimensional intelligent control system for transmission lines is built to improve the quality and efficiency of intelligent inspection of transmission lines. At last, engineering practice applications show that when the intelligent monitoring devices apply the edge computing algorithm to detect the hidden dangers in the data, it will take the initiative to alarm and upload it, so as to relieve the network pressure of the communication and realize the function of multidimensional intelligent control system for transmission lines.\",\"PeriodicalId\":403002,\"journal\":{\"name\":\"2023 8th Asia Conference on Power and Electrical Engineering (ACPEE)\",\"volume\":\"77 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-04-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2023 8th Asia Conference on Power and Electrical Engineering (ACPEE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ACPEE56931.2023.10135964\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 8th Asia Conference on Power and Electrical Engineering (ACPEE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ACPEE56931.2023.10135964","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Multidimensional Intelligent Control System for Transmission Lines
With the increase of urban construction, the transmission line operation environment is becoming more and more complex, corresponding to the continuous improvement of social requirements for power supply quality and reliability, and the traditional maintenance methods is over-dependent on personnel. In order to solve the outstanding problems of traditional transmission line monitoring system such as single monitoring mode, low intelligence and insufficient channel utilization, image intelligent recognition algorithm and edge computing strategy are proposed in this paper. On this basis, data integration and product networking are realized, and a multidimensional intelligent control system for transmission lines is built to improve the quality and efficiency of intelligent inspection of transmission lines. At last, engineering practice applications show that when the intelligent monitoring devices apply the edge computing algorithm to detect the hidden dangers in the data, it will take the initiative to alarm and upload it, so as to relieve the network pressure of the communication and realize the function of multidimensional intelligent control system for transmission lines.