{"title":"基于自然语言处理的电网设备程控运行研究","authors":"Jing-hui Li, Qingsong Niu, Fujun Qi, Cong Liu, Li Man, Sheng Li, Kuijiao Chen","doi":"10.1109/CEECT50755.2020.9298689","DOIUrl":null,"url":null,"abstract":"With the expanding of State Grid structure, operation instructions logics of power grid are increasingly complex, which makes it even more difficult to compile operation instructions based on the dispatchers’ experiences, consequently may lead to great risks in safe running of the power grid. This paper proposes an artificial intelligence method adopting NLP (Natural Language Processing) technology, this method can get the computers understand power grid operation tasks by themselves and automatically generate operation instructions with the deduction method designed by the authors. To reduce the dispatchers’ workload and to improve the accuracy and safety of operations, these instructions need to be checked for safety before and after execution.","PeriodicalId":115174,"journal":{"name":"2020 International Conference on Electrical Engineering and Control Technologies (CEECT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Research on programmed operation of power grid equipment based on Natural Language Processing\",\"authors\":\"Jing-hui Li, Qingsong Niu, Fujun Qi, Cong Liu, Li Man, Sheng Li, Kuijiao Chen\",\"doi\":\"10.1109/CEECT50755.2020.9298689\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"With the expanding of State Grid structure, operation instructions logics of power grid are increasingly complex, which makes it even more difficult to compile operation instructions based on the dispatchers’ experiences, consequently may lead to great risks in safe running of the power grid. This paper proposes an artificial intelligence method adopting NLP (Natural Language Processing) technology, this method can get the computers understand power grid operation tasks by themselves and automatically generate operation instructions with the deduction method designed by the authors. To reduce the dispatchers’ workload and to improve the accuracy and safety of operations, these instructions need to be checked for safety before and after execution.\",\"PeriodicalId\":115174,\"journal\":{\"name\":\"2020 International Conference on Electrical Engineering and Control Technologies (CEECT)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 International Conference on Electrical Engineering and Control Technologies (CEECT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CEECT50755.2020.9298689\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 International Conference on Electrical Engineering and Control Technologies (CEECT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CEECT50755.2020.9298689","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Research on programmed operation of power grid equipment based on Natural Language Processing
With the expanding of State Grid structure, operation instructions logics of power grid are increasingly complex, which makes it even more difficult to compile operation instructions based on the dispatchers’ experiences, consequently may lead to great risks in safe running of the power grid. This paper proposes an artificial intelligence method adopting NLP (Natural Language Processing) technology, this method can get the computers understand power grid operation tasks by themselves and automatically generate operation instructions with the deduction method designed by the authors. To reduce the dispatchers’ workload and to improve the accuracy and safety of operations, these instructions need to be checked for safety before and after execution.