{"title":"高级分析正在重塑电力公司的决策格局","authors":"Amrita Pulidindi, Deepa Jonnagadla, Morgan Witt","doi":"10.1002/gas.22371","DOIUrl":null,"url":null,"abstract":"<p>Over the last decade, the use of advanced data analytics has evolved from an idea to a reality and has become pivotal in supporting the proliferation of electric utilities. Utilities are making data-driven decisions based on electric vehicle (EV) charging needs and patterns to maintain and/or improve reliability, safety, operational efficiency, and customer satisfaction. Data analytics also supports distribution utility planning for meeting future needs. This article presents several utility use cases that demonstrate the use and effectiveness of data-driven decisions and how advanced analytics is reshaping decision-making.</p>","PeriodicalId":100259,"journal":{"name":"Climate and Energy","volume":"40 4","pages":"10-16"},"PeriodicalIF":0.0000,"publicationDate":"2023-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Advanced Analytics is Reshaping the Decision-Making Landscape of Electric Utilities\",\"authors\":\"Amrita Pulidindi, Deepa Jonnagadla, Morgan Witt\",\"doi\":\"10.1002/gas.22371\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>Over the last decade, the use of advanced data analytics has evolved from an idea to a reality and has become pivotal in supporting the proliferation of electric utilities. Utilities are making data-driven decisions based on electric vehicle (EV) charging needs and patterns to maintain and/or improve reliability, safety, operational efficiency, and customer satisfaction. Data analytics also supports distribution utility planning for meeting future needs. This article presents several utility use cases that demonstrate the use and effectiveness of data-driven decisions and how advanced analytics is reshaping decision-making.</p>\",\"PeriodicalId\":100259,\"journal\":{\"name\":\"Climate and Energy\",\"volume\":\"40 4\",\"pages\":\"10-16\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-10-05\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Climate and Energy\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1002/gas.22371\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Climate and Energy","FirstCategoryId":"1085","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/gas.22371","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Advanced Analytics is Reshaping the Decision-Making Landscape of Electric Utilities
Over the last decade, the use of advanced data analytics has evolved from an idea to a reality and has become pivotal in supporting the proliferation of electric utilities. Utilities are making data-driven decisions based on electric vehicle (EV) charging needs and patterns to maintain and/or improve reliability, safety, operational efficiency, and customer satisfaction. Data analytics also supports distribution utility planning for meeting future needs. This article presents several utility use cases that demonstrate the use and effectiveness of data-driven decisions and how advanced analytics is reshaping decision-making.
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