{"title":"Efficient Management of Power Grid Technical Transformation Project Under the Environment of Power Internet of Things Based on Kmeans++","authors":"Xiao-guang Qi, Lei An, Jianjun Wang","doi":"10.1109/AIAM54119.2021.00107","DOIUrl":null,"url":null,"abstract":"The power grid technological transformation project is a key work of the power grid. In the Internet of Things (IOT) environment, it can realize the actual time information passing to the center processing computer, it will give birth to various innovative application products and stimulate a new business model. This paper gives a frame of the IOT new technology application of the power grid, especially for grid technology transformation project. From the sensors in the power grid IOT new technology, the data and the node status can be capture into the power company, and the clustering method such as Kmeans ++ algorithm can be used to identify the healthy status of the node, and make a decision to whether to take the project transformation of the voltage sag. Finally, a case study proves that the proposed method is effective of the power grid technological transformation projects decision.","PeriodicalId":227320,"journal":{"name":"2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/AIAM54119.2021.00107","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 power grid technological transformation project is a key work of the power grid. In the Internet of Things (IOT) environment, it can realize the actual time information passing to the center processing computer, it will give birth to various innovative application products and stimulate a new business model. This paper gives a frame of the IOT new technology application of the power grid, especially for grid technology transformation project. From the sensors in the power grid IOT new technology, the data and the node status can be capture into the power company, and the clustering method such as Kmeans ++ algorithm can be used to identify the healthy status of the node, and make a decision to whether to take the project transformation of the voltage sag. Finally, a case study proves that the proposed method is effective of the power grid technological transformation projects decision.