License: Creative Commons Attribution 4.0 International license (CC BY 4.0)
When quoting this document, please refer to the following
DOI: 10.4230/LIPIcs.ECRTS.2021.15
URN: urn:nbn:de:0030-drops-139460
URL: https://drops.dagstuhl.de/opus/volltexte/2021/13946/
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Vreman, Nils ; Cervin, Anton ; Maggio, Martina

Stability and Performance Analysis of Control Systems Subject to Bursts of Deadline Misses

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LIPIcs-ECRTS-2021-15.pdf (1 MB)


Abstract

Control systems are by design robust to various disturbances, ranging from noise to unmodelled dynamics. Recent work on the weakly hard model - applied to controllers - has shown that control tasks can also be inherently robust to deadline misses. However, existing exact analyses are limited to the stability of the closed-loop system. In this paper we show that stability is important but cannot be the only factor to determine whether the behaviour of a system is acceptable also under deadline misses. We focus on systems that experience bursts of deadline misses and on their recovery to normal operation. We apply the resulting comprehensive analysis (that includes both stability and performance) to a Furuta pendulum, comparing simulated data and data obtained with the real plant. We further evaluate our analysis using a benchmark set composed of 133 systems, which is considered representative of industrial control plants. Our results show the handling of the control signal is an extremely important factor in the performance degradation that the controller experiences - a clear indication that only a stability test does not give enough indication about the robustness to deadline misses.

BibTeX - Entry

@InProceedings{vreman_et_al:LIPIcs.ECRTS.2021.15,
  author =	{Vreman, Nils and Cervin, Anton and Maggio, Martina},
  title =	{{Stability and Performance Analysis of Control Systems Subject to Bursts of Deadline Misses}},
  booktitle =	{33rd Euromicro Conference on Real-Time Systems (ECRTS 2021)},
  pages =	{15:1--15:23},
  series =	{Leibniz International Proceedings in Informatics (LIPIcs)},
  ISBN =	{978-3-95977-192-4},
  ISSN =	{1868-8969},
  year =	{2021},
  volume =	{196},
  editor =	{Brandenburg, Bj\"{o}rn B.},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/opus/volltexte/2021/13946},
  URN =		{urn:nbn:de:0030-drops-139460},
  doi =		{10.4230/LIPIcs.ECRTS.2021.15},
  annote =	{Keywords: Fault-Tolerant Control Systems, Weakly Hard Task Model}
}

Keywords: Fault-Tolerant Control Systems, Weakly Hard Task Model
Collection: 33rd Euromicro Conference on Real-Time Systems (ECRTS 2021)
Issue Date: 2021
Date of publication: 30.06.2021


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