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Data-driven dynamic relatively optimal control

Pellegrino F. A.
•
Blanchini F.
•
Fenu G.
•
Salvato E.
2023
  • journal article

Periodico
EUROPEAN JOURNAL OF CONTROL
Abstract
We show how the recent works on data-driven open-loop minimum-energy control for linear systems can be exploited to obtain closed-loop control laws in the form of linear dynamic controllers that are relatively optimal. Besides being stabilizing, they achieve the optimal minimum-energy trajectory when the initial condition is the same as the open-loop optimal control problem. The order of the controller is N-n, where N is the length of the optimal open-loop trajectory, and n is the order of the system. The same idea can be used for obtaining a relatively optimal controller, entirely based on data, from open-loop trajectories starting from up to linearly independent initial conditions.
DOI
10.1016/j.ejcon.2023.100839
WOS
WOS:001111529900001
Archivio
https://hdl.handle.net/11368/3057138
info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85160973057
https://www.sciencedirect.com/science/article/pii/S0947358023000687
Diritti
open access
license:creative commons
license uri:http://creativecommons.org/licenses/by/4.0/
FVG url
https://arts.units.it/bitstream/11368/3057138/1/1-s2.0-S0947358023000687-main.pdf
Soggetti
  • Stabilizing feedback ...

  • Data-driven control

  • Linear systems

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