Dynamic digital twin for predictive maintenance in flexible production systems

被引：0

作者：

Barthelmey, Andre ^{[1
]}

Lee, Eunseo ^{[2
]}

Hana, Ramy ^{[1
]}

Deuse, Jochen ^{[1
]}

机构：

[1] TU Dortmund Univ, Inst Prod Syst, Dortmund, Germany

[2] ETRI, IoT Res Div, Daejeon, South Korea

来源：

45TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY (IECON 2019) | 2019年

关键词：

predictive maintenance; flexibility; digital twin; data science; event-driven architecture;

D O I：

暂无

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

Technical innovations to improve production systems flexibility have been extensively investigated and are already available to industrial practice. However, the production companies' internal structures and processes must also meet these flexibility requirements in order for system adjustments to be efficiently carried out. Due to the direct influence on availability, performance and quality losses, maintenance is particularly relevant. Therefore, this paper considers the effects of flexibility on the promising strategy of predictive maintenance. With the digital twin, its update service and a labelling interface, the essential components of a predictive maintenance system for flexible production systems are introduced in detail. This application is based on a reference plant in the form of a flexible hybrid assembly system. The outlook discusses the transferability to other industrial use cases.

引用

页码：4209 / 4214

页数：6

共 22 条

[1]

Anderl R., 2000, STEP STANDARD EXCHAN, V1st, p3

[2]

[Anonymous], 2012, 17506 ISOPAS

[3]

Bartelt M., CONEXING ABSCHLUSSBE

[4]

Barthelmey A., TECHNICAL DOCUMENTAT, P167

[5]

Brandenbourger B, 2018, IEEE INT C EMERG, P895, DOI 10.1109/ETFA.2018.8502627

[6]

Deuse J., 2017, IND INTERNET THINGS, P47

[7]

Deuse J., 2015, ZUKUNFT ARBEIT IND 4, P99, DOI [10.1007/978-3-662-45915-7_11, DOI 10.1007/978-3-662-45915-7_11]

[8]

Drabow G., 2006, MODULARE GESTALTUNG

[9] Continuous-time predictive-maintenance scheduling for a deteriorating system [J].

Grall, A ;

Dieulle, L ;

Bérenguer, C ;

Roussignol, M .

IEEE TRANSACTIONS ON RELIABILITY, 2002, 51 (02) :141-150

[10]

Kang H. S., 2012, INT J PRECIS ENG MAN, V3, P111

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