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DOI: 10.4230/OASIcs.SynCoP.2015.91

Tuning PI controller in non-linear uncertain closed-loop systems with interval analysis

Authors: Julien Alexandre dit Sandretto, Alexandre Chapoutot, and Olivier Mullier

Published in: OASIcs, Volume 44, 2nd International Workshop on Synthesis of Complex Parameters (SynCoP'15) (2015)

Abstract

The tuning of a PI controller is usually done through simulation, except for few classes of problems, e.g., linear systems. With a new approach for validated integration allowing us to simulate dynamical systems with uncertain parameters, we are able to design guaranteed PI controllers. In practical, we propose a new method to identify the parameters of a PI controller for non-linear plants with bounded uncertain parameters using tools from interval analysis and validated simulation. This work relies on interval computation and guaranteed numerical integration of ordinary differential equations based on Runge-Kutta methods. Our method is applied to the well-known cruise-control problem, under a simplified linear version and with the aerodynamic force taken into account leading to a non-linear formulation.

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Julien Alexandre dit Sandretto, Alexandre Chapoutot, and Olivier Mullier. Tuning PI controller in non-linear uncertain closed-loop systems with interval analysis. In 2nd International Workshop on Synthesis of Complex Parameters (SynCoP'15). Open Access Series in Informatics (OASIcs), Volume 44, pp. 91-102, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2015)

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@InProceedings{alexandreditsandretto_et_al:OASIcs.SynCoP.2015.91,
  author =	{Alexandre dit Sandretto, Julien and Chapoutot, Alexandre and Mullier, Olivier},
  title =	{{Tuning PI controller in non-linear uncertain closed-loop systems with interval analysis}},
  booktitle =	{2nd International Workshop on Synthesis of Complex Parameters (SynCoP'15)},
  pages =	{91--102},
  series =	{Open Access Series in Informatics (OASIcs)},
  ISBN =	{978-3-939897-82-8},
  ISSN =	{2190-6807},
  year =	{2015},
  volume =	{44},
  editor =	{Andr\'{e}, \'{E}tienne and Frehse, Goran},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/OASIcs.SynCoP.2015.91},
  URN =		{urn:nbn:de:0030-drops-56125},
  doi =		{10.4230/OASIcs.SynCoP.2015.91},
  annote =	{Keywords: PID Tuning, Guaranteed numerical integration, non-linear ordinary differential equations}
}

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Tuning PI controller in non-linear uncertain closed-loop systems with interval analysis

Abstract

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