Christopher Sous

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

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

Numerical prediction of the frictional losses in sliding bearings during start-stop operation

Florian König, Christopher Sous, Georg Jacobs · Friction · 2020 · 42 citations · Full text

Engineering, Slide Dynamic, Hydrodynamic Lubrication +14

Interlaboratory comparison: Round robin test for the damage reproduction of white etching crack in cylindrical roller thrust bearings

Martin Linzmayer, Christopher Sous, Francisco Gerardo Antonio Gutierrez Guzman et al. · Wear · 2021 · 10 citations

Engineering, Mechanics, Damage Reproduction +2