Condition monitoring of ball screw feed drives using convolutional neural networks
CIRP Annals
2022
71
1
313-316
An investigation into the economic efficiency of different maintenance strategies based on a discrete event simulation
Procedia CIRP
2022
107
428-433
Experimental derivation of a condition monitoring test cycle for machine tool feed drives
Production Engineering
2021
16
1
55-64
Utilizing uncertainty information in remaining useful life estimation via Bayesian neural networks and Hamiltonian Monte Carlo
Journal of Manufacturing Systems
2021
61
799-807
A Gaussian Process Based Method for Data- Efficient Remaining Useful Life Estimation
IEEE Access
2021
9
137470-137482
Predicting the Ultimate Tensile Strength of Friction Stir Welds Using Gaussian Process Regression
Journal of Manufacturing and Materials Processing
2020
4
3
75
Estimating remaining useful life of machine tool ball screws via probabilistic classification
2019 IEEE International Conference on Prognostics and Health Management (ICPHM)
IEEE
2019
Feed drive condition monitoring using modal parameters
MM Science Journal
2019
2019
04
3206-3213
Zustandsüberwachung von Vorschubantrieben mithilfe eingebetteter Sensoren
ZWF Zeitschrift für wirtschaftlichen Fabrikbetrieb
2019
114
3
115-118