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Tracking assembly processes and providing assistance in smart factories

 
: Bader, Sebastian; Aehnelt, Mario

:

Duval, B. ; Institute for Systems and Technologies of Information, Control and Communication -INSTICC-, Setubal; Ecole Supérieure d'Electronique de l'Ouest -ESEO-, Angers:
6th International Conference on Agents and Artificial Intelligence, ICAART 2014. Proceedings. Vol.1 : ESEO, Angers, Loire Valley, France, 6 - 8 March, 2014
Lissabon: SciTePress, 2014
ISBN: 978-989-758-015-4
S.161-168
International Conference on Agents and Artificial Intelligence (ICAART) <6, 2014, Angers>
Englisch
Konferenzbeitrag
Fraunhofer IGD, Institutsteil Rostock ()
Fraunhofer IGD ()
assembly; tracking; situation aware assistance; smart factory; Hidden Markov Model (HMM); Business Field: Visual decision support; Research Area: Human computer interaction (HCI)

Abstract
Tracking assembly processes is a necessary prerequisite to provide assistance in smart factories. In this paper, we show how to track the construction of complex components. For this we employ formal task models as background knowledge and simple sensors like RFIDs. The background knowledge is converted into a probabilistic model that actually tracks the process. As a result, we are able to provide assistance in smart factories. We discuss the performance of the approach, as well as potential applications.

: http://publica.fraunhofer.de/dokumente/N-301995.html