@article{SchneiderLuckeAdolf2019, author = {Schneider, Matthias and Lucke, Dominik and Adolf, Thomas}, title = {A cyber-physical failure management system for smart factories}, journal = {Procedia CIRP}, volume = {81}, issn = {2212-8271}, doi = {10.1016/j.procir.2019.03.052}, institution = {NXT Nachhaltigkeit und Technologie}, pages = {300 -- 305}, year = {2019}, abstract = {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.}, language = {en} }