{"title":"Data Analysis for Smart Grid and Communication Technologies","authors":"Hüseyin Erçi̇k, Mahmut Dirik","doi":"10.59287/icsis.621","DOIUrl":null,"url":null,"abstract":"Smart grids and communication technologies are among the significant advancements in theenergy sector. These technologies improve energy efficiency by increasing the use of renewable energysources. However, the integration of these technologies also creates a vast amount of data that requiresanalysis to optimize energy management and improve system performance. In this context, data analysisplays a crucial role in identifying patterns, predicting energy demand, and managing energy supply. Thispaper provides an overview of the importance of data analysis in smart grids and communicationtechnologies and discusses various data analysis techniques used in energy management systems.Additionally, it highlights the challenges and opportunities associated with data analysis in the context ofsmart grids and communication technologies.","PeriodicalId":178836,"journal":{"name":"International Conference on Scientific and Innovative Studies","volume":"33 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-04-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Conference on Scientific and Innovative Studies","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.59287/icsis.621","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
Smart grids and communication technologies are among the significant advancements in theenergy sector. These technologies improve energy efficiency by increasing the use of renewable energysources. However, the integration of these technologies also creates a vast amount of data that requiresanalysis to optimize energy management and improve system performance. In this context, data analysisplays a crucial role in identifying patterns, predicting energy demand, and managing energy supply. Thispaper provides an overview of the importance of data analysis in smart grids and communicationtechnologies and discusses various data analysis techniques used in energy management systems.Additionally, it highlights the challenges and opportunities associated with data analysis in the context ofsmart grids and communication technologies.