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A Cyber-Physical Failure Management System for Smart Factories

: Schneider, Matthias; Lucke, Dominik; Adolf, Thomas

Fulltext urn:nbn:de:0011-n-5525261 (579 KByte PDF)
MD5 Fingerprint: 044dd9ab814cddf80d09acb5d88549a3
(CC) by-nc-nd
Created on: 30.7.2019

Procedia CIRP 81 (2019), pp.300-305
ISSN: 2212-8271
Conference on Manufacturing Systems (CMS) <52, 2019, Ljubljana>
Journal Article, Conference Paper, Electronic Publication
Fraunhofer IPA ()
Fertigung; smart factory; Industrie 4.0; Instandhaltung; Cyber-Physisches Produktionssystem

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.