Data-Driven Control: Part One of Two A SPECIAL ISSUE SAMPLING FROM A VAST AND DYNAMIC LANDSCAPE

被引:7
|
作者
Dorfler, Florian [1 ,2 ]
机构
[1] Swiss Fed Inst Technol, Automat Control Lab, CH-8092 Zurich, Switzerland
[2] Swiss Fed Inst Technol, Dept Informat Technol & Elect Engn, CH-8092 Zurich, Switzerland
来源
IEEE CONTROL SYSTEMS MAGAZINE | 2023年 / 43卷 / 05期
关键词
ADAPTIVE-CONTROL; DESIGN;
D O I
10.1109/MCS.2023.3291624
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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]: © 1991-2012 IEEE.
引用
收藏
页码:24 / 27
页数:4
相关论文
共 50 条
  • [31] Editorial for the special issue: AI and data-driven decisions in manufacturing
    Dolgui, Alexandre
    Haddou Benderbal, Hichem
    Sgarbossa, Fabio
    Thevenin, Simon
    JOURNAL OF INTELLIGENT MANUFACTURING, 2024, 35 (08) : 3599 - 3604
  • [32] PREFACE: SPECIAL ISSUE ON THEORY AND ALGORITHMS FOR DATA-DRIVEN OPTIMIZATION
    Cui, Chunfeng
    Li, Dong-Hui
    Li, Qing-Na
    Ling, Chen
    PACIFIC JOURNAL OF OPTIMIZATION, 2023, 19 (01): : I - III
  • [33] Preface: Special Issue on Data-Driven Optimization Models and Algorithms
    Bai, Yan-Qin
    Dai, Yu-Hong
    Xiu, Nai-Hua
    JOURNAL OF THE OPERATIONS RESEARCH SOCIETY OF CHINA, 2015, 3 (04) : 389 - 390
  • [35] Data-Driven Dynamic Internal Model Control
    Chi, Ronghu
    Zhang, Huimin
    Li, Huaying
    Huang, Biao
    Hou, Zhongsheng
    IEEE TRANSACTIONS ON CYBERNETICS, 2024, 54 (09) : 5347 - 5359
  • [36] Data-driven dynamic relatively optimal control
    Pellegrino, Felice A.
    Blanchini, Franco
    Fenu, Gianfranco
    Salvato, Erica
    EUROPEAN JOURNAL OF CONTROL, 2023, 74
  • [37] Special issue on machine learning and data-driven methods in fluid dynamics
    Brunton, Steven L.
    Hemati, Maziar S.
    Taira, Kunihiko
    THEORETICAL AND COMPUTATIONAL FLUID DYNAMICS, 2020, 34 (04) : 333 - 337
  • [38] Guest Editorial: Special Issue on Computational Intelligence in Data-Driven Optimization
    Sun, Chaoli
    Wang, Handing
    Du, Wenli
    Jin, Yaochu
    IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE, 2019, 3 (02): : 90 - 92
  • [39] ACM TIST Special Issue on Data-Driven Intelligence for Wireless Networking
    Zhu, Wenwu
    Walrand, Jean
    Guo, Yike
    Wang, Zhi
    ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2017, 9 (01)
  • [40] Special issue on machine learning and data-driven methods in fluid dynamics
    Steven L. Brunton
    Maziar S. Hemati
    Kunihiko Taira
    Theoretical and Computational Fluid Dynamics, 2020, 34 : 333 - 337