From building blocks to the embedded condition monitoring system

0445801 - ÚTIA 2016 RIV SI eng C - Konferenční příspěvek (zahraniční konf.)
Ettler, P. - Dedecius, Kamil - Pavelková, Lenka - Juričič, D. - Boškoski, P. - Steiner, I.
From building blocks to the embedded condition monitoring system.
Proceedings of the 2nd IFAC Conference on Embedded Systems, Computer Intelligence and Telematics, CESCIT 2015. Maribor: IFAC, 2015, s. 135-140. IFAC-PapersOnline, Volume 48, Issue 10. ISSN 2405-8963.
[2nd IFAC Conference on Embedded Systems, Computational Intelligence and Telematics in Control. Maribor (SI), 22.06.2015-24.06.2015]
Grant CEP: GA MŠMT 7D12004
Institucionální podpora: RVO:67985556
Klíčová slova: diagnostic programs * failure detection * probabilistic logic
Kód oboru RIV: JB - Senzory, čidla, měření a regulace
http://library.utia.cas.cz/separaty/2015/AS/dedecius-0445801.pdf

The paper describes the principles and building blocks to be exploitable for the embedded condition monitoring system with advanced features. Existing novel kind of probabilistic logic was selected for propagation and compounding information within the hierarchical distributed system, taking pervasive uncertainty of available data into account. Significant effort is devoted to meaningful transformation of the probabilistic outputs into clear notifications for operators and maintenance personnel.
Trvalý link: http://hdl.handle.net/11104/0247983