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Towards the Generation of Setup Matrices from Route Sheets and Feedback Data with Data Analytics

  • The function or department of production control in manufacturing companies deals with short-term scheduling of orders and the management of deviations during order execution. Depending on the equipment and characteristics of orders, sequence dependent setup times might occur. In these cases for companies that focus on high utilization of their assets due to long phases of ramp up and high energy costs, it might be optimal to choose sequences with minimal setup time times between orders. Identifying such sequences requires detailed and correct information regarding the specific setup times. With increasing product variety and shorter lot sizes, it becomes more difficult and rather time intense to determine these values manually. One approach is to analyse the relevant features of the orders described in the route sheets or recipes to find similarities in materials and required tools. This paper presents a methodology, which supports setup optimized sequencing for sequence dependent setup times through constructing the setup matrix from such route sheets with the use of data analytics.

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Metadaten
Verfasserangaben:Moritz SchröterGND, Ben LütkehoffGND, Markus Fischer, Matthias BlumGND, Volker StichORCiDGND
DOI:https://doi.org/10.1007/978-3-319-99704-9_61
ISBN:978-3-319-99703-2
ISBN:978-3-319-99704-9
Titel des übergeordneten Werkes (Englisch):Advances in Production Management Systems
Schriftenreihe (Bandnummer):IFIP advances in information and communication technology (535)
Verlag:Springer
Ort:Cham
Herausgeber*in:Ilkyeong Moon, Gyu M. Lee, Jinwoo Park, Dimitris Kiritsis, Gregor von Cieminski
Dokumentart:Konferenzveröffentlichung
Sprache:Englisch
Datum der Veröffentlichung (online):02.03.2023
Datum der Erstveröffentlichung:25.08.2018
Datum der Freischaltung:20.04.2023
Freies Schlagwort / Tag:Feedback data; Production Control; Setup time optimizing sequencing
Erste Seite:502
Letzte Seite:509
FIR-Nummer:SV6999
Konferenzname:APMS 2018, IFIP AICT 535
Konferenzort:Seoul, Korea
Konferenzzeitraum:26.08.2018-30.08.2018
Institut / Bereiche des FIR:FIR e. V. an der RWTH Aachen
Produktionsmanagement
DDC-Klassifikation:6 Technik, Medizin, angewandte Wissenschaften / 62 Ingenieurwissenschaften