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Design Science Journal
Papers

Ermittlung von Konfigurationsprofilen aus Auftragsstücklisten mittels Data-Mining

Ermittlung von Konfigurationsprofilen aus Auftragsstücklisten mittels Data-Mining

Year: 2017

Section: Data Mining

Editor: Dieter Krause, Kristin Paetzold, Sandro Wartzack

Author: Kevin Schmitz, Georg Jacobs, Johannes van der Beek

Series: DfX

Institution: RWTH Aachen

Section: Data Mining

Pages: 253-262

ISBN: 978-3-946094-20-3-21

Abstract

In order to be successful on the market in the long term, it is necessary to offer market-oriented product variants. The first step is to find out which vari-ants of a product the market demands in order to ensure an appropriate ex-ternal diversity. The present paper shows that necessary knowledge in com-panies is implicitly present in the bills of material (BOMs) of the past and can be exploited for the product development by suitable analysis methods. For this purpose, BOM analyses are carried out on the basis of data mining meth-ods. By linking physical product components and functions to a product archi-tecture, complete configuration profiles can be created for all products of the past. They can be used to predict the variant diversity in early development phases in order to reduce it systematically.

Keywords: Data-Mining, Produktarchitektur, Konfiguration, Stücklisten

ds endorsed conferenceDFX 2017 28th SYMPOSIUM DESIGN FOR X, Bamberg, GER, 04-05 OCTOBER, 2017

DFX 2017 28th SYMPOSIUM DESIGN FOR X, Bamberg, GER, 04-05 OCTOBER, 2017The “Symposium Design for X” will be held at the Welcome Kongresshotel, Bamberg, Germany on 4 – 5 October 2017. The annual event provides a platform to young postgraduates to present and discuss their new approaches in the field of product development. Industry professionals and professors will enrich these discussions with their manifold experience. This year's symposium will be hosted by Prof. Sandro Wartzack, head of the chair of engineering design (KTmfk) at the University of Erlangen-Nuremberg....

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Keywords
Design Society Rigi Meeting 2016, Erlangen, Germany