Quality Control of Additive Manufacturing Using Statistical Prediction Models

E. Scheideler, A. Ahlemeyer-Stubbe, in: E. Padoano, F.-J. Villmer, Department of Production Engineering and Management (Eds.), Production Engineering and Management, Lemgo, 2017, pp. 3–12.

Konferenz - Beitrag | Veröffentlicht | Englisch
Autorin / Autor
;
Herausgeber*in
;
Körperschaftlicher Herausgeber
Department of Production Engineering and Management; Hochschule Ostwestfalen-Lippe
Abstract / Bemerkung
Additive Manufacturing (AM) is increasingly used to design new products. This is possible due to the further development of the AM-processes and materials. The lack of quality assurance of AM built parts is a key technological barrier that prevents manufacturers from adopting. The quality of an additive manufactured part is influenced by more than 50 parameters, which make process control difficult. Current research deals with using real time monitoring of the melt pool as feedback control for laser power. This paper illustrates challenges and opportunities of applying statistical predictive modeling and unsupervised learning to control additive manufacturing. In particular, an approach how to build a feedforward controller will be discussed.
Erscheinungsjahr
Titel des Konferenzbandes
Production Engineering and Management
Zeitschriftennummer
1
Seite
3-12
Konferenz
Proceedings 7th International Conference
Konferenzort
Pordenone, Italy
Konferenzdatum
2017-09-28 – 2017-09-29
ELSA-ID

Zitieren

Scheideler E, Ahlemeyer-Stubbe A. Quality Control of Additive Manufacturing Using Statistical Prediction Models. In: Padoano E, Villmer F-J, Department of Production Engineering and Management, eds. Production Engineering and Management. Lemgo; 2017:3-12.
Scheideler, E., & Ahlemeyer-Stubbe, A. (2017). Quality Control of Additive Manufacturing Using Statistical Prediction Models. In E. Padoano, F.-J. Villmer, & Department of Production Engineering and Management (Eds.), Production Engineering and Management (pp. 3–12). Lemgo.
Scheideler E and Ahlemeyer-Stubbe A (2017) Quality Control of Additive Manufacturing Using Statistical Prediction Models. In Padoano E, Villmer F-J and Department of Production Engineering and Management (eds), Production Engineering and Management. Lemgo, pp. 3–12.
Scheideler, Eva, and Andrea Ahlemeyer-Stubbe. “Quality Control of Additive Manufacturing Using Statistical Prediction Models.” In Production Engineering and Management, edited by Elio Padoano, Franz-Josef Villmer, and Department of Production Engineering and Management, 3–12. Lemgo, 2017.
Scheideler, Eva und Andrea Ahlemeyer-Stubbe. 2017. Quality Control of Additive Manufacturing Using Statistical Prediction Models. In: Production Engineering and Management, hg. von Elio Padoano, Franz-Josef Villmer, und Department of Production Engineering and Management, 3–12. Lemgo.
Scheideler, Eva ; Ahlemeyer-Stubbe, Andrea: Quality Control of Additive Manufacturing Using Statistical Prediction Models. In: Padoano, E. ; Villmer, F.-J. ; Department of Production Engineering and Management (Hrsg.): Production Engineering and Management. Lemgo, 2017, S. 3–12
E. Scheideler, A. Ahlemeyer-Stubbe, Quality Control of Additive Manufacturing Using Statistical Prediction Models, in: E. Padoano, F.-J. Villmer, Department of Production Engineering and Management (Eds.), Production Engineering and Management, Lemgo, 2017: pp. 3–12.
E. Scheideler and A. Ahlemeyer-Stubbe, “Quality Control of Additive Manufacturing Using Statistical Prediction Models,” in Production Engineering and Management, Pordenone, Italy, 2017, no. 1, pp. 3–12.
Scheideler, Eva, and Andrea Ahlemeyer-Stubbe. “Quality Control of Additive Manufacturing Using Statistical Prediction Models.” Production Engineering and Management, edited by Elio Padoano et al., no. 1, 2017, pp. 3–12.
Scheideler, Eva/Ahlemeyer-Stubbe, Andrea (2017): Quality Control of Additive Manufacturing Using Statistical Prediction Models, in: Elio Padoano et. al. (Hgg.): Production Engineering and Management, Lemgo, S. 3–12.
Scheideler E, Ahlemeyer-Stubbe A. Quality Control of Additive Manufacturing Using Statistical Prediction Models. In: Padoano E, Villmer F-J, Department of Production Engineering and Management, editors. Production Engineering and Management. Lemgo; 2017. p. 3–12.

Link(s) zu Volltext(en)
Access Level
Restricted Closed Access
Externes Material:
Publikation, die diesen ELSA Eintrag enthält

Export

Markierte Publikationen

Open Data ELSA

Suchen in

Google Scholar
ISBN Suche