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A cyber-physical failure management system for smart factories

  • In smart factories, maintenance is still an important aspect to safeguard the performance of their production. Especially in case of failures of machine components diagnosis is a time-consuming task. This paper presents an approach for a cyber-physical failure management system, which uses information from machines such as programmable logic controller or sensor data and IT systems to support the diagnosis and repairing process. Key element is a model combining the different information sources to detect deviations and to determine a probable failed component. Furthermore, the approach is prototypically implemented for leakage detection in compressed air networks.

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Metadaten
Name:Lucke, Dominik
URN:urn:nbn:de:bsz:rt2-opus4-23188
DOI:https://doi.org/10.1016/j.procir.2019.03.052
ISSN:2212-8271
Erschienen in:Procedia CIRP
Publisher:Elsevier
Place of publication:Amsterdam
Editor:Peter Butala
Document Type:Article
Language:English
Year of Publication:2019
Tag:Industrie 4.0; cyber-physical system; maintenance; manufacturing; smart factory
Volume:81
Pagenumber:6
First Page:300
Last Page:305
Dewey Decimal Classification:670 Industrielle und handwerkliche Fertigung
Open Access:Ja
Licence (German):License Logo  Creative Commons - CC BY-NC-ND - Namensnennung - Nicht kommerziell - Keine Bearbeitungen 4.0 International