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Development of a Collaborative Platform for Closed Loop Production Control

  • In today´s turbulent market, the way data are used in production is one of the key aspects to maintain or increase a manufacturing company´s ability to compete. Even though most companies are aware of the advantages of collecting, analyzing and using data, the majority of them do not exploit these fully. Thus, IT systems and sensors are integrated into the shop floor in order to deal with the current challenges, leading to an overwhelming amount of data without contributing to an improvement of production control. Because of developments like digitization and Industry 4.0, there is an innumerable amount of existing research focusing on data analytics, artificial intelligence and pattern recognition. However, research on collaborative platforms in traditional production control still needs improvement. Therefore, the main goal of this paper is to present a platform based closed loop production control and to discuss the relevant data. The collaborative platform represents the basis for a future analysis of high-resolution data using cognitive systems in order for companies to maximize the automation of their production. A use case at the end of the paper shows the potential implementation of the findings in practice.

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Metadaten
Verfasserangaben:Ben LütkehoffGND, Matthias BlumGND, Moritz SchröterGND
DOI:https://doi.org/10.1007/978-3-319-99127-6_24
ISBN:978-3-319-99127-6
ISBN:978-3-319-99126-9
Titel des übergeordneten Werkes (Englisch):Collaborative Networks of Cognitive Systems. PRO-VE 2018.
Schriftenreihe (Bandnummer):IFIP advances in information and communication technology (534)
Verlag:Springer
Ort:Cham
Herausgeber*in:Luis M. Camarinha-Matos, Hamideh Afsarmanesh, Yacine Rezgui
Dokumentart:Konferenzveröffentlichung
Sprache:Englisch
Datum der Veröffentlichung (online):24.02.2023
Datum der Erstveröffentlichung:17.09.2018
Datum der Freischaltung:20.04.2023
Freies Schlagwort / Tag:Industrie 4.0
Erste Seite:278
Letzte Seite:285
FIR-Nummer:SV6979
Konferenzname:19th IFIP WG 5.5 Working Conference on Virtual Enterprises, PRO-VE 2018
Konferenzzeitraum:17.09.2018
Institut / Bereiche des FIR:FIR e. V. an der RWTH Aachen
Produktionsmanagement
DDC-Klassifikation:6 Technik, Medizin, angewandte Wissenschaften / 62 Ingenieurwissenschaften