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Citation

Šimandl, M. and Punčochář, I. and Herejt, P. : Optimal input and decision in multiple model fault detection . Preprints of the 16th IFAC world congress, p. 1-6, IFAC, Prague, 2005.

Abstract

A design of detection system using closed loop information processing strategy in multiple model framework is treated. The proposed detection system should simultaneously generate decisions and auxiliary input signal which can improve fault detection. The design of detection system is formulated as an optimization problem based on the assumption that the measurements will be available in the future. Then the dynamic programming can be utilized for the minimization of a considered criterion. A significant special case where the relation between the auxiliary input signal and the decision is given a priori is analyzed.

Detail of publication

Title: Optimal input and decision in multiple model fault detection
Author: Šimandl, M. ; Punčochář, I. ; Herejt, P.
Language: English
Date of publication: 3 Jul 2005
Year: 2005
Type of publication: Papers in proceedings of reviewed conferences
Title of journal or book: Preprints of the 16th IFAC world congress
Page: 1 - 6
Publisher: IFAC
Address: Prague
Date: 3 Jul 2005 - 8 Jul 2005
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Keywords

fault detection, optimal experiment design, optimal detection, dynamic programming, loss minimization, detection systems

BibTeX

@INPROCEEDINGS{SimandlM_2005_Optimalinputand,
 author = {\v{S}imandl, M. and Pun\v{c}och\'{a}\v{r}, I. and Herejt, P.},
 title = {Optimal input and decision in multiple model fault detection},
 year = {2005},
 publisher = {IFAC},
 journal = {Preprints of the 16th IFAC world congress},
 address = {Prague},
 pages = {1-6},
 url = {http://www.kky.zcu.cz/en/publications/SimandlM_2005_Optimalinputand},
}