November 8, 2023
Conference Paper

Data-Driven Control: Theory and Applications


The ushering in of the big-data era, ably supported by exponential advances in computation, has provided new impetus to data-driven control in several engineering sectors. This topic's rapid and deep expansion has precipitated the need to showcase the highlights of data-driven approaches. There has been a rich history of contributions from the control systems community in data-driven control. At the same time, several new concepts and research directions have also been introduced in recent years. Many of these contributions and concepts have started to transition from theory to practical applications. This paper will overview the historical contributions and highlight recent concepts and research directions.

Published: November 8, 2023


Soudbakhsh D., A.M. Annaswamy, Y. Wang, S. Brunton, J. Gaudio, H. Hussain, and D.L. Vrabie, et al. 2023. Data-Driven Control: Theory and Applications. In Proceedings of the American Control Conference (ACC 2023), May 31- June 2, 2023, San Diego, CA, 1922-1939. Piscataway, New Jersey:IEEE. PNNL-SA-183238. doi:10.23919/ACC55779.2023.10156081

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