{"title":"基于数据挖掘的电网分布可视化优化分析","authors":"Chengsi Wang","doi":"10.1145/3421766.3421815","DOIUrl":null,"url":null,"abstract":"The continuous development of intelligent distribution technology in China has driven the vigorous construction of smart grid. Different data information systems play a vital role in the application of the distribution network, so the data scale of distribution network is expanding, and the complexity of data information is increasing. In order to accurately dig out the hidden laws from the operation and maintenance process of the smart grid, and ensure the stable operation of the smart grid, this study uses data mining related technologies to conduct an in-depth analysis of the visual power distribution technology of the grid. The results show that when the previous item is an uncertain situation such as unplanned power outages or faulty power outages, the data mining results of the latter item include light and no-load distribution transformers, heavy and planned power outages, which are caused by poor maintenance work, so more visual power distribution technology should be used. This study provides a certain reference for the optimization of power grid visualization distribution technology.","PeriodicalId":360184,"journal":{"name":"Proceedings of the 2nd International Conference on Artificial Intelligence and Advanced Manufacture","volume":"58 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Analysis of Visual Distribution Optimization of Power Grid Based on Data Mining\",\"authors\":\"Chengsi Wang\",\"doi\":\"10.1145/3421766.3421815\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The continuous development of intelligent distribution technology in China has driven the vigorous construction of smart grid. Different data information systems play a vital role in the application of the distribution network, so the data scale of distribution network is expanding, and the complexity of data information is increasing. In order to accurately dig out the hidden laws from the operation and maintenance process of the smart grid, and ensure the stable operation of the smart grid, this study uses data mining related technologies to conduct an in-depth analysis of the visual power distribution technology of the grid. The results show that when the previous item is an uncertain situation such as unplanned power outages or faulty power outages, the data mining results of the latter item include light and no-load distribution transformers, heavy and planned power outages, which are caused by poor maintenance work, so more visual power distribution technology should be used. This study provides a certain reference for the optimization of power grid visualization distribution technology.\",\"PeriodicalId\":360184,\"journal\":{\"name\":\"Proceedings of the 2nd International Conference on Artificial Intelligence and Advanced Manufacture\",\"volume\":\"58 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-10-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 2nd International Conference on Artificial Intelligence and Advanced Manufacture\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3421766.3421815\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2nd International Conference on Artificial Intelligence and Advanced Manufacture","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3421766.3421815","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Analysis of Visual Distribution Optimization of Power Grid Based on Data Mining
The continuous development of intelligent distribution technology in China has driven the vigorous construction of smart grid. Different data information systems play a vital role in the application of the distribution network, so the data scale of distribution network is expanding, and the complexity of data information is increasing. In order to accurately dig out the hidden laws from the operation and maintenance process of the smart grid, and ensure the stable operation of the smart grid, this study uses data mining related technologies to conduct an in-depth analysis of the visual power distribution technology of the grid. The results show that when the previous item is an uncertain situation such as unplanned power outages or faulty power outages, the data mining results of the latter item include light and no-load distribution transformers, heavy and planned power outages, which are caused by poor maintenance work, so more visual power distribution technology should be used. This study provides a certain reference for the optimization of power grid visualization distribution technology.