{"title":"Research on key technologies of power grid operation resource allocation based on Internet of Things","authors":"Riquan Yao, S. Jin, Yingqun Fei, Lifeng Fang","doi":"10.1109/TOCS56154.2022.10016195","DOIUrl":null,"url":null,"abstract":"The explosive growth of heterogeneous and multi-source data information has also spawned the demand for diversification and decolonialization of the Internet of Things business. In view of the current application mode of Internet of Things technology in power transmission and transformation operation and maintenance, this paper innovatively proposes to take the substation operation and maintenance based on Internet of Things technology as the research object, and to build a operation and maintenance resource allocation model in the Internet of Things environment as the core goal of research. This paper proposes an IoT network system based on the SOM algorithm. This paper aims to achieve the maximum intelligent acquisition and Internet of Things awareness of operational resource information in the process of power grid operation and maintenance in actual engineering. The superiority and credibility of SOM neural network and Internet of Things technology in engineering information acquisition and distribution perception are verified through simulation and optimization.","PeriodicalId":227449,"journal":{"name":"2022 IEEE Conference on Telecommunications, Optics and Computer Science (TOCS)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 IEEE Conference on Telecommunications, Optics and Computer Science (TOCS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/TOCS56154.2022.10016195","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
The explosive growth of heterogeneous and multi-source data information has also spawned the demand for diversification and decolonialization of the Internet of Things business. In view of the current application mode of Internet of Things technology in power transmission and transformation operation and maintenance, this paper innovatively proposes to take the substation operation and maintenance based on Internet of Things technology as the research object, and to build a operation and maintenance resource allocation model in the Internet of Things environment as the core goal of research. This paper proposes an IoT network system based on the SOM algorithm. This paper aims to achieve the maximum intelligent acquisition and Internet of Things awareness of operational resource information in the process of power grid operation and maintenance in actual engineering. The superiority and credibility of SOM neural network and Internet of Things technology in engineering information acquisition and distribution perception are verified through simulation and optimization.