Yi Jiang, Hanghang Zhao, Weixing Li, Ning Wang, Min Fan, H. Wang
{"title":"基于嵌入式AI的输电线路缺陷检测与识别优化算法","authors":"Yi Jiang, Hanghang Zhao, Weixing Li, Ning Wang, Min Fan, H. Wang","doi":"10.1109/ACEDPI58926.2023.00010","DOIUrl":null,"url":null,"abstract":"In order to better improve the accuracy of transmission line defect detection and ensure the safety of transmission line operation, an optimization algorithm of transmission line defect detection and identification based on embedded AI is proposed. Firstly, based on embedded AI, the target characteristics of transmission line defects are identified, and based on the identification results, the defect area location processing is carried out, the transmission line defect detection and identification algorithm is improved, and the evaluation index of transmission line safety level is constructed, Simplify the transmission line defect detection process. Finally, the application proves that the transmission line defect detection and identification optimization algorithm based on embedded AI has high practicability and fully meets the research requirements.","PeriodicalId":124469,"journal":{"name":"2023 Asia-Europe Conference on Electronics, Data Processing and Informatics (ACEDPI)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Optimization Algorithm of Transmission Line Defect Detection and Identification Based on Embedded AI\",\"authors\":\"Yi Jiang, Hanghang Zhao, Weixing Li, Ning Wang, Min Fan, H. Wang\",\"doi\":\"10.1109/ACEDPI58926.2023.00010\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In order to better improve the accuracy of transmission line defect detection and ensure the safety of transmission line operation, an optimization algorithm of transmission line defect detection and identification based on embedded AI is proposed. Firstly, based on embedded AI, the target characteristics of transmission line defects are identified, and based on the identification results, the defect area location processing is carried out, the transmission line defect detection and identification algorithm is improved, and the evaluation index of transmission line safety level is constructed, Simplify the transmission line defect detection process. Finally, the application proves that the transmission line defect detection and identification optimization algorithm based on embedded AI has high practicability and fully meets the research requirements.\",\"PeriodicalId\":124469,\"journal\":{\"name\":\"2023 Asia-Europe Conference on Electronics, Data Processing and Informatics (ACEDPI)\",\"volume\":\"24 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 Asia-Europe Conference on Electronics, Data Processing and Informatics (ACEDPI)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ACEDPI58926.2023.00010\",\"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 Asia-Europe Conference on Electronics, Data Processing and Informatics (ACEDPI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ACEDPI58926.2023.00010","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Optimization Algorithm of Transmission Line Defect Detection and Identification Based on Embedded AI
In order to better improve the accuracy of transmission line defect detection and ensure the safety of transmission line operation, an optimization algorithm of transmission line defect detection and identification based on embedded AI is proposed. Firstly, based on embedded AI, the target characteristics of transmission line defects are identified, and based on the identification results, the defect area location processing is carried out, the transmission line defect detection and identification algorithm is improved, and the evaluation index of transmission line safety level is constructed, Simplify the transmission line defect detection process. Finally, the application proves that the transmission line defect detection and identification optimization algorithm based on embedded AI has high practicability and fully meets the research requirements.