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Simulation based production support system in the field of steel construction for large offshore structures

 
: Illgen, Benjamin; Sender, Jan; Flügge, Wilko

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Volltext ()

Procedia CIRP 81 (2019), S.204-209
ISSN: 2212-8271
Conference on Manufacturing Systems (CMS) <52, 2019, Ljubljana>
Englisch
Zeitschriftenaufsatz, Konferenzbeitrag, Elektronische Publikation
Fraunhofer IGP ()

Abstract
Commonly, the employment of material flow simulation tools in the steelwork industry is limited to the tactical mid-term and strategical long-term planning tasks. This paper describes an approach how the simulations strengths can be adapted to contribute to short-term planning. By executing iterative simulation runs based on real-time production data automatic planning guidance is generated. This procedure lowers the reaction time and improves the overall planning quality because of steadily updated base data generated by a real-time capable interface. It is shown how historical data is utilized to enhance the data input for future planning tasks using machine learning algorithms.

: http://publica.fraunhofer.de/dokumente/N-569736.html