{"title":"数据驱动的控制:二集之一:从一个巨大的和动态的景观的特别问题抽样","authors":"Florian Dörfler","doi":"10.1109/mcs.2023.3291624","DOIUrl":null,"url":null,"abstract":"Data-centric and learning-based methods have pervaded all areas of science, engineering, technology, and society at large, including the field of control systems. Whatever is your take on these developments, they cannot be ignored. Recently, a gathering of around a 100 researchers from diverse backgrounds within the IEEE Control Systems Society came together to collaboratively brainstorm about a scientific roadmap for the future of our discipline. I quote from Section 4 of the <italic xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">Control for Societal-Scale Challenges Roadmap 2030</i> report <xref ref-type=\"bibr\" rid=\"ref1\" xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">[1]</xref> :","PeriodicalId":55028,"journal":{"name":"IEEE Control Systems Magazine","volume":"29 1","pages":"0"},"PeriodicalIF":3.9000,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Data-Driven Control: Part One of Two: A Special Issue Sampling from a Vast and Dynamic Landscape\",\"authors\":\"Florian Dörfler\",\"doi\":\"10.1109/mcs.2023.3291624\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Data-centric and learning-based methods have pervaded all areas of science, engineering, technology, and society at large, including the field of control systems. Whatever is your take on these developments, they cannot be ignored. Recently, a gathering of around a 100 researchers from diverse backgrounds within the IEEE Control Systems Society came together to collaboratively brainstorm about a scientific roadmap for the future of our discipline. I quote from Section 4 of the <italic xmlns:mml=\\\"http://www.w3.org/1998/Math/MathML\\\" xmlns:xlink=\\\"http://www.w3.org/1999/xlink\\\">Control for Societal-Scale Challenges Roadmap 2030</i> report <xref ref-type=\\\"bibr\\\" rid=\\\"ref1\\\" xmlns:mml=\\\"http://www.w3.org/1998/Math/MathML\\\" xmlns:xlink=\\\"http://www.w3.org/1999/xlink\\\">[1]</xref> :\",\"PeriodicalId\":55028,\"journal\":{\"name\":\"IEEE Control Systems Magazine\",\"volume\":\"29 1\",\"pages\":\"0\"},\"PeriodicalIF\":3.9000,\"publicationDate\":\"2023-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE Control Systems Magazine\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/mcs.2023.3291624\",\"RegionNum\":3,\"RegionCategory\":\"计算机科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"AUTOMATION & CONTROL SYSTEMS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Control Systems Magazine","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/mcs.2023.3291624","RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"AUTOMATION & CONTROL SYSTEMS","Score":null,"Total":0}
Data-Driven Control: Part One of Two: A Special Issue Sampling from a Vast and Dynamic Landscape
Data-centric and learning-based methods have pervaded all areas of science, engineering, technology, and society at large, including the field of control systems. Whatever is your take on these developments, they cannot be ignored. Recently, a gathering of around a 100 researchers from diverse backgrounds within the IEEE Control Systems Society came together to collaboratively brainstorm about a scientific roadmap for the future of our discipline. I quote from Section 4 of the Control for Societal-Scale Challenges Roadmap 2030 report [1] :
期刊介绍:
As the official means of communication for the IEEE Control Systems Society, the IEEE Control Systems Magazine publishes interesting, useful, and informative material on all aspects of control system technology for the benefit of control educators, practitioners, and researchers.