Florian König

Machine learning based anomaly detection and classification of acoustic emission events for wear monitoring in sliding bearing systems

Florian König, Christopher Sous, Achraf Ouald Chaib et al. · Tribology International · 2020 · 139 citations

Condition Monitoring, Anomaly Detection, Machine Learning +13

From lab to application - Improved frictional performance of journal bearings induced by single- and multi-scale surface patterns

Philipp G. Grützmacher, Andreas Rosenkranz, Adam Szurdak et al. · Tribology International · 2018 · 67 citations

Journal Bearings, Engineering, Improved Frictional Performance +11

A multiscale-approach for wear prediction in journal bearing systems – from wearing-in towards steady-state wear

Florian König, Achraf Ouald Chaib, Georg Jacobs et al. · Wear · 2019 · 67 citations

Engineering, Wear Testing, Mechanics +8

Data-driven wear monitoring for sliding bearings using acoustic emission signals and long short-term memory neural networks

Florian König, Jonas Marheineke, Georg Jacobs et al. · Wear · 2021 · 66 citations

Condition Monitoring, Engineering, Machine Learning +10

Effect of single- and multi-scale surface patterns on the frictional performance of journal bearings – A numerical study

Florian König, Andreas Rosenkranz, Philipp G. Grützmacher et al. · Tribology International · 2019 · 52 citations

Journal Bearings, Engineering, Hydrodynamic Lubrication +6