Quantification of Information Uncertainty for the Purpose of Condition Monitoring

0431322 - ÚTIA 2015 RIV PT eng C - Konferenční příspěvek (zahraniční konf.)
Ettler, P. - Dedecius, Kamil
Quantification of Information Uncertainty for the Purpose of Condition Monitoring.
Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics (ICINCO). Lisabon, Portugalsko: Institute for Systems and Technologies of Information, Control and Communication (INSTICC), 2014, s. 127-132. ISBN 978-989-758-039-0.
[11th International Conference on Informatics in Control, Automation and Robotics - ICINCO 2014. Vien (AT), 01.09.2014-03.09.2014]
Grant CEP: GA MŠMT 7D12004
Institucionální podpora: RVO:67985556
Klíčová slova: Condition monitoring * Fault detection and diagnosis * Probabilistic logic
Kód oboru RIV: BB - Aplikovaná statistika, operační výzkum
http://library.utia.cas.cz/separaty/2014/AS/dedecius-0431322.pdf

Pervasive uncertainty of information which affects to some extent functionality of every control and information system concerns naturally the condition monitoring systems as well. Uncertainty can practically be disregarded when monitoring a single component, but it should be taken into account when compounding extensive amount of information within a hierarchical diagnostic system. When using uncertain informa- tion for expression of inner system’s relations, probabilistic and namely subjective logic may do a good turn. However, the key problem remains how to quantify the uncertainty on the lowermost level of the monitoring system. The paper introduces several solutions based on inspection of either a single measured signal or a couple of correlated signals.
Trvalý link: http://hdl.handle.net/11104/0236078