Expert Knowledge Systems to Ensure Quality and Reliability in Direct Digital Manufacturing Enviroments
E. Scheideler, A. Ahlemeyer-Stubbe, in: F.-J. Villmer, E. Padoano, Department of Production Engineering and Management, Hochschule Ostwestfalen-Lippe (Eds.), Production Engineering and Management : Proceedings 6th International Conference, September 29 and 30, 2016 Lemgo, Germany , Hochschule Ostwestfalen-Lippe, Lemgo, 2016, pp. 269–280.
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| Veröffentlicht
| Englisch
Autor*in
Scheideler, EvaELSA;
Ahlemeyer-Stubbe, Andrea
Herausgeber*in
Villmer, Franz-Josef;
Padoano, Elio
Körperschaftlicher Herausgeber
Department of Production Engineering and Management;
Hochschule Ostwestfalen-Lippe
Einrichtung
Abstract
In the context of Industrie 4.0 respectively direct digital manufacturing, seamless process chains are an important factor. The objective is to shorten the time between quoting for individually designed products and their production and delivery. Therefore, reliable automated and fast evaluation procedures are needed to ensure the quality of the individually designed products in terms of product safety and reliability. This paper aims
to demonstrate how a metamodel, generated on simulated data, adapts to the type of product and delivers the required quality and evaluation procedure. The metamodel guarantees the requested characteristics of the final product without the consultation of human expert knowledge. As proof of concept, a simple, well-documented task from the field of construction has been chosen. The estimation from of the metamodel will meet all safety requirements, is based on the individual input variables and is confirmed without expert interaction. Fast, reliable prediction models deriving from complex simulation models are indispensable conditions for direct digital manufacturing. Using metamodels in automation contexts will be a foundation of manufacturing in future.
Stichworte
Erscheinungsjahr
Titel des Konferenzbandes
Production engineering and management : proceedings 6th international conference, September 29 and 30, 2016 Lemgo, Germany
Band
2016
Zeitschriftennummer
1
Seite
269-280
Konferenz
6th International Conference on Production Engineering and Management
Konferenzort
Lemgo
Konferenzdatum
2016-09-29 – 2016-09-30
ELSA-ID
Zitieren
Scheideler E, Ahlemeyer-Stubbe A. Expert Knowledge Systems to Ensure Quality and Reliability in Direct Digital Manufacturing Enviroments. In: Villmer FJ, Padoano E, Department of Production Engineering and Management, Hochschule Ostwestfalen-Lippe, eds. Production Engineering and Management : Proceedings 6th International Conference, September 29 and 30, 2016 Lemgo, Germany . Vol 2016. Publication series in direct digital manufacturing . Hochschule Ostwestfalen-Lippe; 2016:269-280.
Scheideler, E., & Ahlemeyer-Stubbe, A. (2016). Expert Knowledge Systems to Ensure Quality and Reliability in Direct Digital Manufacturing Enviroments. In F.-J. Villmer, E. Padoano, Department of Production Engineering and Management, & Hochschule Ostwestfalen-Lippe (Eds.), Production engineering and management : proceedings 6th international conference, September 29 and 30, 2016 Lemgo, Germany (Vol. 2016, Issue 1, pp. 269–280). Hochschule Ostwestfalen-Lippe.
Scheideler E and Ahlemeyer-Stubbe A (2016) Expert Knowledge Systems to Ensure Quality and Reliability in Direct Digital Manufacturing Enviroments. In Villmer F-J et al. (eds), Production Engineering and Management : Proceedings 6th International Conference, September 29 and 30, 2016 Lemgo, Germany , vol. 2016. Lemgo: Hochschule Ostwestfalen-Lippe, pp. 269–280.
Scheideler, Eva, and Andrea Ahlemeyer-Stubbe. “Expert Knowledge Systems to Ensure Quality and Reliability in Direct Digital Manufacturing Enviroments.” In Production Engineering and Management : Proceedings 6th International Conference, September 29 and 30, 2016 Lemgo, Germany , edited by Franz-Josef Villmer, Elio Padoano, Department of Production Engineering and Management, and Hochschule Ostwestfalen-Lippe, 2016:269–80. Publication Series in Direct Digital Manufacturing . Lemgo: Hochschule Ostwestfalen-Lippe, 2016.
Scheideler, Eva und Andrea Ahlemeyer-Stubbe. 2016. Expert Knowledge Systems to Ensure Quality and Reliability in Direct Digital Manufacturing Enviroments. In: Production engineering and management : proceedings 6th international conference, September 29 and 30, 2016 Lemgo, Germany , hg. von Franz-Josef Villmer, Elio Padoano, Department of Production Engineering and Management, und Hochschule Ostwestfalen-Lippe, 2016:269–280. Publication series in direct digital manufacturing . Lemgo: Hochschule Ostwestfalen-Lippe.
Scheideler, Eva ; Ahlemeyer-Stubbe, Andrea: Expert Knowledge Systems to Ensure Quality and Reliability in Direct Digital Manufacturing Enviroments. In: Villmer, F.-J. ; Padoano, E. ; Department of Production Engineering and Management ; Hochschule Ostwestfalen-Lippe (Hrsg.): Production engineering and management : proceedings 6th international conference, September 29 and 30, 2016 Lemgo, Germany , Publication series in direct digital manufacturing . Bd. 2016. Lemgo : Hochschule Ostwestfalen-Lippe, 2016, S. 269–280
E. Scheideler, A. Ahlemeyer-Stubbe, Expert Knowledge Systems to Ensure Quality and Reliability in Direct Digital Manufacturing Enviroments, in: F.-J. Villmer, E. Padoano, Department of Production Engineering and Management, Hochschule Ostwestfalen-Lippe (Eds.), Production Engineering and Management : Proceedings 6th International Conference, September 29 and 30, 2016 Lemgo, Germany , Hochschule Ostwestfalen-Lippe, Lemgo, 2016: pp. 269–280.
E. Scheideler and A. Ahlemeyer-Stubbe, “Expert Knowledge Systems to Ensure Quality and Reliability in Direct Digital Manufacturing Enviroments,” in Production engineering and management : proceedings 6th international conference, September 29 and 30, 2016 Lemgo, Germany , Lemgo, 2016, vol. 2016, no. 1, pp. 269–280.
Scheideler, Eva, and Andrea Ahlemeyer-Stubbe. “Expert Knowledge Systems to Ensure Quality and Reliability in Direct Digital Manufacturing Enviroments.” Production Engineering and Management : Proceedings 6th International Conference, September 29 and 30, 2016 Lemgo, Germany , edited by Franz-Josef Villmer et al., vol. 2016, no. 1, Hochschule Ostwestfalen-Lippe, 2016, pp. 269–80.
Scheideler, Eva/Ahlemeyer-Stubbe, Andrea: Expert Knowledge Systems to Ensure Quality and Reliability in Direct Digital Manufacturing Enviroments, in: Villmer, Franz-Josef u. a. (Hgg.): Production engineering and management : proceedings 6th international conference, September 29 and 30, 2016 Lemgo, Germany , Bd. 2016, Lemgo 2016 ( Publication series in direct digital manufacturing ), S. 269–280.
Scheideler E, Ahlemeyer-Stubbe A. Expert Knowledge Systems to Ensure Quality and Reliability in Direct Digital Manufacturing Enviroments. In: Villmer FJ, Padoano E, Department of Production Engineering and Management, Hochschule Ostwestfalen-Lippe, editors. Production engineering and management : proceedings 6th international conference, September 29 and 30, 2016 Lemgo, Germany . Lemgo: Hochschule Ostwestfalen-Lippe; 2016. p. 269–80. ( Publication series in direct digital manufacturing ; vol. 2016).
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