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Design Society Rigi Meeting 2016, Erlangen, Germany 2
Papers

Zustandsdiagnose von Maschinen im Kontext von Industrie 4.0 unter Einsatz von Data-Mining Methoden

Zustandsdiagnose von Maschinen im Kontext von Industrie 4.0 unter Einsatz von Data-Mining Methoden

Year: 2016

Section: Industrie 4.0

Editor: Dieter Krause, Kristin Paetzold, Sandro Wartzack

Author: Christof Küstner(1), Jürgen Mitsch(1), Matthias Hegwein(1), Moritz Fröhlich(2), Nico Meintker(2), Konrad Mönks(2), Sandro Wartzack(1)

Series: DfX

Institution: Friedrich-Alexander-Universität Erlangen-Nürnberg(1), GE Jenbacher GmbH & Co OG(2)

Section: Industrie 4.0

Pages: 169-180

ISBN: 978-3-946094-09-8

Abstract

Today, the machine industry offers a range of After-Sales-Services, including the installation and commissioning of the purchased products, the provision of spare parts, inspections or comprehensive maintenance contracts. Studies prove that After-Sales-Services often generate revenues that are several times higher than the original purchase price, which is why these services significantly contribute to a company's balance sheet. Worldwide operation of machines could lead to long machine downtimes before service technicians reach the operating site. Therefore, companies are interested in machine prognostics and predictive maintenance techniques. To accomplish this, an approach for condition-based maintenance in context of the internet of things and the use of data mining is presented in this contribution.

Keywords: condition-based maintenance, machine prognostics, internet of things, data mining

ds endorsed conference27th SYMPOSIUM DESIGN FOR X, Jesteburg, GER, 05-06 OCTOBER, 2016

You and your colleagues are cordially invited to participate in the conference “Symposium Design for X” to be held at the “Tagungshotel Jesteburg”, Jesteburg near to Hamburg, Germany on 5 – 6 October 2016. 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. Dieter...

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Design Society Rigi Meeting 2016, Erlangen, Germany