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Model-free control

Michel Fliess 1 Cédric Join 2, 3
2 NON-A - Non-Asymptotic estimation for online systems
Inria Lille - Nord Europe, CRIStAL - Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189
Abstract : ''Model-free control'' and the corresponding ''intelligent'' PID controllers (iPIDs), which already had many successful concrete applications, are presented here for the first time in an unified manner, where the new advances are taken into account. The basics of model-free control is now employing some old functional analysis and some elementary differential algebra. The estimation techniques become quite straightforward via a recent online parameter identification approach. The importance of iPIs and especially of iPs is deduced from the presence of friction. The strange industrial ubiquity of classic PID's and the great difficulty for tuning them in complex situations is deduced, via an elementary sampling, from their connections with iPIDs. Several numerical simulations are presented which include some infinite-dimensional systems. They demonstrate not only the power of our intelligent controllers but also the great simplicity for tuning them.
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https://hal-polytechnique.archives-ouvertes.fr/hal-00828135
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Submitted on : Thursday, May 30, 2013 - 2:30:36 PM
Last modification on : Wednesday, March 23, 2022 - 3:51:05 PM
Long-term archiving on: : Tuesday, April 4, 2017 - 1:46:59 PM

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Michel Fliess, Cédric Join. Model-free control. International Journal of Control, Taylor & Francis, 2013, 86 (12), pp.2228-2252. ⟨10.1080/00207179.2013.810345⟩. ⟨hal-00828135v1⟩

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