B. Selvin Sanjay, S. Singh, S. Bansod, Prashant Pal
{"title":"基于人工智能的电力故障检测与恢复","authors":"B. Selvin Sanjay, S. Singh, S. Bansod, Prashant Pal","doi":"10.1109/ICECA55336.2022.10009335","DOIUrl":null,"url":null,"abstract":"The main objective of this research is to detect the fault in the power system and rectify it before it affects the entire system. Artificial Intelligence circumstancing Artificial Neural Network (ANN) methods and its topologies are used to detect the fault. In this method, the system specifically analyses the data obtained from the transmission and consumer ends of the power system. The intelligence -based detection is undertaken by the power system which has a capacity of rapid fault detection, and this prediction can be obtained in ANN algorithm. ANN is the core part of this research which stimulates the detection of fault before it's occurrence. A simulated medium length transmission line has been tested by the detector and the results demonstrate the capability of the detector which is visualized in the MATLAB.","PeriodicalId":356949,"journal":{"name":"2022 6th International Conference on Electronics, Communication and Aerospace Technology","volume":"63 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Artificial Intelligence based Power Fault Detection and Power Restoration\",\"authors\":\"B. Selvin Sanjay, S. Singh, S. Bansod, Prashant Pal\",\"doi\":\"10.1109/ICECA55336.2022.10009335\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The main objective of this research is to detect the fault in the power system and rectify it before it affects the entire system. Artificial Intelligence circumstancing Artificial Neural Network (ANN) methods and its topologies are used to detect the fault. In this method, the system specifically analyses the data obtained from the transmission and consumer ends of the power system. The intelligence -based detection is undertaken by the power system which has a capacity of rapid fault detection, and this prediction can be obtained in ANN algorithm. ANN is the core part of this research which stimulates the detection of fault before it's occurrence. A simulated medium length transmission line has been tested by the detector and the results demonstrate the capability of the detector which is visualized in the MATLAB.\",\"PeriodicalId\":356949,\"journal\":{\"name\":\"2022 6th International Conference on Electronics, Communication and Aerospace Technology\",\"volume\":\"63 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 6th International Conference on Electronics, Communication and Aerospace Technology\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICECA55336.2022.10009335\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 6th International Conference on Electronics, Communication and Aerospace Technology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICECA55336.2022.10009335","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Artificial Intelligence based Power Fault Detection and Power Restoration
The main objective of this research is to detect the fault in the power system and rectify it before it affects the entire system. Artificial Intelligence circumstancing Artificial Neural Network (ANN) methods and its topologies are used to detect the fault. In this method, the system specifically analyses the data obtained from the transmission and consumer ends of the power system. The intelligence -based detection is undertaken by the power system which has a capacity of rapid fault detection, and this prediction can be obtained in ANN algorithm. ANN is the core part of this research which stimulates the detection of fault before it's occurrence. A simulated medium length transmission line has been tested by the detector and the results demonstrate the capability of the detector which is visualized in the MATLAB.