| Utilizing uncertainty information in remaining useful life estimation via Bayesian neural networks and Hamiltonian Monte Carlo M Benker, L Furtner, T Semm, MF Zaeh Journal of Manufacturing Systems 61, 799-807, 2021 | 72 | 2021 |
| Estimating remaining useful life of machine tool ball screws via probabilistic classification M Benker, R Kleinwort, MF Zäh 2019 IEEE International Conference on Prognostics and Health Management …, 2019 | 20 | 2019 |
| A Gaussian process based method for data-efficient remaining useful life estimation M Benker, A Bliznyuk, MF Zaeh IEEE Access 9, 137470-137482, 2021 | 17 | 2021 |
| Condition monitoring of ball screw feed drives using convolutional neural networks M Benker, MF Zaeh CIRP Annals 71 (1), 313-316, 2022 | 15 | 2022 |
| Feed drive condition monitoring using modal parameters J Ellinger, T Semm, M Benker, P Kapfinger, R Kleinwort, MF Zah MM Science Journal 2019 (04), 3206-3213, 2019 | 13 | 2019 |
| Predicting the ultimate tensile strength of friction stir welds using Gaussian process regression R Hartl, F Vieltorf, M Benker, MF Zaeh Journal of Manufacturing and Materials Processing 4 (3), 75, 2020 | 10 | 2020 |
| Automation of Experimental Modal Analysis Using Bayesian Optimization J Ellinger, L Beck, M Benker, R Hartl, MF Zaeh Applied Sciences 13 (2), 949, 2023 | 4 | 2023 |
| Experimental derivation of a condition monitoring test cycle for machine tool feed drives M Benker, S Junker, J Ellinger, T Semm, MF Zaeh Production Engineering, 1-10, 2022 | 4 | 2022 |
| Zustandsüberwachung von Vorschubantrieben mithilfe eingebetteter Sensoren J Ellinger, M Benker, J Rowe, R Kleinwort, MF Zäh, S Unsleber Zeitschrift für wirtschaftlichen Fabrikbetrieb 114 (3), 115-118, 2019 | 3 | 2019 |
| Exposure time and point cloud quality prediction for active 3D imaging sensors using Gaussian process regression A Magaña, L Schneider, M Benker, T Altmann, P Bauer, G Reinhart Production Engineering 18 (3), 403-434, 2024 | 1 | 2024 |
| Einsatz eines Digitalen Zwillings zur Prozessoptimierung und prädiktiven Instandhaltung: Am Beispiel von Werkzeugmaschinen B Schmucker, J Ellinger, M Benker, T Semm, MF Zäh Zeitschrift für wirtschaftlichen Fabrikbetrieb 115 (s1), 78-83, 2020 | 1 | 2020 |
| Predictive maintenance within the industrial value chain [Einblicke entlang der wertschöpfungskette predictive maintenance in der produktion C Nentwich, M Benker, J Ellinger, S Zhai, R Kleinwort, G Reinhart, M Zäh WT Werkstattstechnik, 2020 | 1 | 2020 |
| Condition Monitoring of Machine Tool Feed Drives and Methods for the Estimation of Remaining Useful Life MJF Benker utzverlag GmbH, 2024 | | 2024 |
| An investigation into the economic efficiency of different maintenance strategies based on a discrete event simulation M Benker, V Rommel, MF Zaeh Procedia CIRP 107, 428-433, 2022 | | 2022 |
