Implementation of controller performance monitoring on a MIMO example

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

In this paper we discuss the implementation of various controller performance monitoring criteria on a multivariable benchmark example. These criteria can be based on either time-domain or frequency-domain concepts and have different requirements for information content and algorithm complexity. The simulation results from the benchmark example are analyzed to derive conclusions on the consistency of each criterion to identify poorly tuned controllers. Typically, all methods generate consistent results with suitably designed tests and when the only source of performance deterioration is the controller tuning. However, in the presence of arbitrary external disturbances (e.g., large amplitude, deterministic) and varying levels of excitation, not all techniques yield consistent results. In this respect, criteria based on controller unfalsification concepts appear to be the more promising to yield reliable performance monitoring for operation in industrial environments.

Original languageEnglish (US)
Title of host publicationProceedings of the 2006 American Control Conference
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages2113-2117
Number of pages5
ISBN (Print)1424402107, 9781424402106
DOIs
StatePublished - 2006
Event2006 American Control Conference - Minneapolis, MN, United States
Duration: Jun 14 2006Jun 16 2006

Publication series

NameProceedings of the American Control Conference
Volume2006
ISSN (Print)0743-1619

Other

Other2006 American Control Conference
CountryUnited States
CityMinneapolis, MN
Period6/14/066/16/06

ASJC Scopus subject areas

  • Electrical and Electronic Engineering

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  • Cite this

    Tsakalis, K., & Dash, S. (2006). Implementation of controller performance monitoring on a MIMO example. In Proceedings of the 2006 American Control Conference (pp. 2113-2117). [1656531] (Proceedings of the American Control Conference; Vol. 2006). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/acc.2006.1656531