TY  - JOUR
U1  - Zeitschriftenartikel, wissenschaftlich - begutachtet (reviewed)
A1  - Wolf, Yannic
A1  - Sielaff, Lennard
A1  - Lucke, Dominik
T1  - A standardized description model for predictive maintenance use cases
JF  - Procedia CIRP
N2  - Using predictive maintenance, more efficient processes can be implemented, leading to fewer maintenance costs and increased availability. The development of a predictive maintenance solution currently requires high efforts in time and capacity as well as often interdisciplinary cooperation. This paper presents a standardized model to describe a predictive maintenance use case. The description model is used to collect, present, and document the required information for the implementation of predictive maintenance use cases by and for different stakeholders. Based on this model, predictive maintenance solutions can be introduced more efficiently. The method is validated across departments in the automotive sector.
KW  - smart factories
KW  - predictive maintenance
KW  - maintenance strategy selection
Y1  - 2023
UN  - https://nbn-resolving.org/urn:nbn:de:bsz:rt2-opus4-45047
SN  - 2212-8271
SS  - 2212-8271
U6  - https://doi.org/10.1016/j.procir.2023.06.022
DO  - https://doi.org/10.1016/j.procir.2023.06.022
VL  - 118
IS  - 16th CIRP Conference on Intelligent Computation in Manufacturing Engineering, CIRP ICME ‘22, Italy
SP  - 122
EP  - 127
S1  - 6
PB  - Elsevier
CY  - Amsterdam
ER  -