Towards an intelligent disruption management system based on the maximal network plan - development of a prioritisation algorithm for disruptions in production processes

Jan Cetric Wagner, Gesa Wimberg,Roland Larek, Sven Oppermann,Heiko Grendel

Procedia CIRP(2022)

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摘要
A main aspect of the digitalisation of production processes is the increase of process flexibility. An option to raise the flexibility is a sufficient reaction to unplanned process interruptions. Disruption management supports decision-makers to reduce the influence of such situations on the production process. This paper describes a task prioritisation method for disruption correction, based on the maximal network plan technique. The proposed algorithm combines machine-learning techniques with expert knowledge to raise the time-cost efficiency. As a case study, the assembly and integration of Ariane 6 upper composite in the ArianeGroup plant in Bremen is used.
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关键词
disruption management,Industry 4.0,machine learning,maximal network plan technique
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