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Integration of condition based maintenance orders into the decision-making of autonomous control methods

 
: Förster, Fabian; Müller, Daniel; Scholz, David; Michalik, Alexander; Kiebler, Lorenz

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Fulltext ()

Procedia CIRP 81 (2019), pp.216-221
ISSN: 2212-8271
Conference on Manufacturing Systems (CMS) <52, 2019, Ljubljana>
English
Journal Article, Conference Paper, Electronic Publication
Fraunhofer IML ()
predictive maintenance; autonomous control; dynamic sequencing

Abstract
Autonomous control methods (ACMs) are considered as a promising approach to deal with an increasingly dynamic and complex production environment. However, existing ACMs do not sufficiently utilize the potential arising out of the plannability offered by condition based maintenance orders in the context of predictive maintenance when doing dynamic and myopic production scheduling. In order to better leverage the potentials of a combined approach, this work presents a negotiation environment based on a reversed contract net protocol to enable a monetary comparability of both order types. This is intended to realize a better integration of condition based maintenance orders into the reactive machine allocation decision-making of ACMs. Furthermore, factors influencing the bid amounts of orders are presented and resulting monetary and time-related inconsistencies due to the different value-adding character of both order types are discussed.

: http://publica.fraunhofer.de/documents/N-559364.html