--- _id: '472' abstract: - lang: eng text: "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 \r\nto 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." author: - first_name: Eva full_name: Scheideler, Eva id: '61522' last_name: Scheideler - first_name: Andrea full_name: Ahlemeyer-Stubbe, Andrea last_name: Ahlemeyer-Stubbe citation: ama: '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.' apa: '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.' bjps: '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.' chicago: '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.' chicago-de: '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.' din1505-2-1: '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' havard: '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.' ieee: '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.' mla: '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.' short: '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.' ufg: '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.' van: '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).' conference: end_date: 2016-09-30 location: Lemgo name: '6th International Conference on Production Engineering and Management ' start_date: 2016-09-29 corporate_editor: - Department of Production Engineering and Management - Hochschule Ostwestfalen-Lippe date_created: 2019-01-29T13:06:45Z date_updated: 2024-03-22T13:18:42Z department: - _id: DEP1306 editor: - first_name: Franz-Josef full_name: Villmer, Franz-Josef last_name: Villmer - first_name: Elio full_name: Padoano, Elio last_name: Padoano intvolume: ' 2016' issue: '1' keyword: - Simulation - Metamodel - Computer experiment - Design of experiments language: - iso: eng main_file_link: - open_access: '1' url: https://www.hs-owl.de/fileadmin/diman/Veroeffentlichungen/PEM_2016_Proceeding_2016_09_14_Inhaltsnavigation.pdf oa: '1' page: 269-280 place: Lemgo publication: 'Production engineering and management : proceedings 6th international conference, September 29 and 30, 2016 Lemgo, Germany ' publication_identifier: unknown: - 978-3-946856-00-9 publication_status: published publisher: Hochschule Ostwestfalen-Lippe related_material: link: - relation: contains url: https://www.hs-owl.de/fileadmin/diman/Veroeffentlichungen/PEM_2016_Proceeding_2016_09_14_Inhaltsnavigation.pdf series_title: "\t Publication series in direct digital manufacturing " status: public title: Expert Knowledge Systems to Ensure Quality and Reliability in Direct Digital Manufacturing Enviroments type: conference user_id: '83781' volume: 2016 year: '2016' ...