Likelihood Function and Threshold Estimation for CUSUM Test Application

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23520%2F09%3A00501515" target="_blank" >RIV/49777513:23520/09:00501515 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Likelihood Function and Threshold Estimation for CUSUM Test Application
Original language description
The cumulative sum (CUSUM) test for fault detection is treated in the paper. The stress is laid on the estimation of likelihood functions and a threshold for the CUSUM test application. The likelihood functions are estimated as the Gaussian mixtures andthe threshold of the CUSUM test is designed on the basis of measured data. The novel fault detection algorithm is illustrated using real data and the results are compared with the CUSUM test working with likelihood functions as normal distributions.
Czech name
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Czech description
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Project
<a href="/en/project/1M0572" target="_blank" >1M0572: Data, algorithms, decision making</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2009
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of the 28th IASTED International Conference on Modelling, Identification, and Control
ISBN
978-0-88986-782-6
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
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Publisher name
Acta Press
Place of publication
Calgary, Canada
Event location
Innsbruck
Event date
Feb 18, 2009
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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