RT Journal Article
T1 Predictive Maintenance on the Machining Process and Machine Tool
A1 Jimenez-Cortadi, Alberto
A1 Irigoien, Itziar
A1 Boto, Fernando
A1 Sierra, Basilio
A1 Rodriguez, German
AB This paper presents the process required to implement a data driven Predictive Maintenance (PdM) not only in the machine decision making, but also in data acquisition and processing. A short review of the different approaches and techniques in maintenance is given. The main contribution of this paper is a solution for the predictive maintenance problem in a real machining process. Several steps are needed to reach the solution, which are carefully explained. The obtained results show that the Preventive Maintenance (PM), which was carried out in a real machining process, could be changed into a PdM approach. A decision making application was developed to provide a visual analysis of the Remaining Useful Life (RUL) of the machining tool. This work is a proof of concept of the methodology presented in one process, but replicable for most of the process for serial productions of pieces.
SN 2076-3417
YR 2020
FD 2020-01-01
LA eng
NO Jimenez-Cortadi , A , Irigoien , I , Boto , F , Sierra , B & Rodriguez , G 2020 , ' Predictive Maintenance on the Machining Process and Machine Tool ' , Applied Sciences (Switzerland) , vol. 10 , no. 1 , 224 , pp. 224 . https://doi.org/10.3390/app10010224
NO Publisher Copyright: © 2019 by the authors.
DS TECNALIA Publications
RD 1 jul 2024