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Citation

Široký Jan and Šimandl Miroslav : The CUSUM parameters design in fault detection . Process Control 2008, vol. ;, p. 1-8, University of Pardubice, Kouty nad Desnou, 2008.

Abstract

The cumulative sum (CUSUM) method for fault detection is treated in the paper. The stress is laid on a CUSUM parameters design, based on the off line data processing. The measured signals are considered as time variant stochastic processes and the probability density functions (pdf's) of the process are estimated. Then pdf's are used to design the appropriate CUSUM parameters. The fault detection algorithm is illustrated in a numerical example and an application in building heating system is shown as well.

Detail of publication

Title: The CUSUM parameters design in fault detection
Author: Široký Jan ; Šimandl Miroslav
Language: English
Year: 2008
Type of publication: Papers in proceedings of reviewed conferences
Title of journal or book: Process Control 2008
Číslo vydání: ;
Page: 1 - 8
ISBN: 978-80-7395-077-4
Publisher: University of Pardubice
Address: Kouty nad Desnou
Date: 12 Jun 2008
2011-03-15 16:21:33 / 2011-03-15 16:21:33 / 1

Keywords

fault detection, CUSUM, probability density function estimation, parametric optimization

BibTeX

@INPROCEEDINGS{SirokyJan_2008_TheCUSUMparameters,
 author = {\v{S}irok\'{y} Jan and \v{S}imandl Miroslav},
 title = {The CUSUM parameters design in fault detection},
 year = {2008},
 publisher = {University of Pardubice},
 journal = {Process Control 2008},
 address = {Kouty nad Desnou},
 volume = {;},
 pages = {1-8},
 ISBN = {978-80-7395-077-4},
 url = {http://www.kky.zcu.cz/en/publications/SirokyJan_2008_TheCUSUMparameters},
}