@inproceedings{5ee362e707d343f794e45efa44ef3482,
title = "ITCRI: An interactive software tool for evaluating control-relevant identification",
abstract = "This paper describes an Interactive Tool for Control Relevant Identification (ITCRI). It evaluates all stages of a control-relevant identification process, from input design to closed-loop control, simultaneously and interactively in one screen. Control-relevance in ITCRI is accomplished primarily through prefiltering, which is implemented via single-pass and two-step algorithms. By simultaneously displaying both open- and closed-loop responses of the estimated models and important control-relevant validation criteria, ITCRI enables the user to readily assess how design variable choices and control performance requirements impact model error and ultimately, closed-loop performance. A case study involving a fluidized bed calciner is presented to illustrate the workings of the tool and the considerations that arise when control requirements are incorporated during identification.",
keywords = "Control-relevant identification, Interactivity, Internal model control, Prediction-error estimation, Prefiltering",
author = "{\'A}lvarez, {J. D.} and Guzman, {J. L.} and Daniel Rivera and M. Berenguel and S. Dormido",
note = "Funding Information: ★ The authors wish to thank the Spanish Ministry of Education for providing funding through CICYT-FEDER (projects DPI2010-21589-C05-04, DPI2011-27818-C02-01, and DPI2011-27818-C02-02) and funds from project PHB2009-0008 which have been used to support this work.; Universite Libre de Bruxelles ; Conference date: 11-07-2012 Through 13-07-2012",
year = "2012",
doi = "10.3182/20120711-3-BE-2027.00248",
language = "English (US)",
isbn = "9783902823069",
series = "IFAC Proceedings Volumes (IFAC-PapersOnline)",
publisher = "IFAC Secretariat",
number = "16 PART 1",
pages = "1529--1534",
booktitle = "SYSID 2012 - 16th IFAC Symposium on System Identification, Final Program",
edition = "16 PART 1",
}