Machine learning based anomaly detection and classification of acoustic emission events for wear monitoring in sliding bearing systems F König, C Sous, AO Chaib, G Jacobs Tribology International 155, 106811, 2021 | 107 | 2021 |
From lab to application-Improved frictional performance of journal bearings induced by single-and multi-scale surface patterns PG Grützmacher, A Rosenkranz, A Szurdak, F König, G Jacobs, G Hirt, ... Tribology International 127, 500-508, 2018 | 71 | 2018 |
A multiscale-approach for wear prediction in journal bearing systems–from wearing-in towards steady-state wear F König, AO Chaib, G Jacobs, C Sous Wear 426, 1203-1211, 2019 | 55 | 2019 |
Effect of single-and multi-scale surface patterns on the frictional performance of journal bearings–a numerical study F König, A Rosenkranz, PG Grützmacher, F Mücklich, G Jacobs Tribology International 143, 106041, 2020 | 49 | 2020 |
Data-driven wear monitoring for sliding bearings using acoustic emission signals and long short-term memory neural networks F König, J Marheineke, G Jacobs, C Sous, MJ Zuo, Z Tian Wear 476, 203616, 2021 | 33 | 2021 |
Numerical prediction of the frictional losses in sliding bearings during start-stop operation F König, C Sous, G Jacobs Friction 9, 583-597, 2021 | 27 | 2021 |
Model signatures for the integration of simulation models into system models T Zerwas, G Jacobs, J Kowalski, S Husung, D Gerhard, B Rumpe, ... Systems 10 (6), 199, 2022 | 24 | 2022 |
Synthesis and tribological behavior of bio-based lubrication greases with bio-based polyester thickener systems S Vafaei, M Jopen, G Jacobs, F König, R Weberskirch Journal of Cleaner Production 364, 132659, 2022 | 17 | 2022 |
A combined experimental and atomistic investigation of PTFE double transfer film formation and lubrication in rolling point contacts S von Goeldel, T Reichenbach, F König, L Mayrhofer, G Moras, G Jacobs, ... Tribology Letters 69, 1-16, 2021 | 15 | 2021 |
Why homogenization should be the averaging method of choice in hydrodynamic lubrication M Rom, F König, S Müller, G Jacobs Applications in Engineering Science 7, 100055, 2021 | 15 | 2021 |
Investigation of tribological behavior of lubricating greases composed of different bio-based polymer thickeners S Vafaei, D Fischer, M Jopen, G Jacobs, F König, R Weberskirch Lubricants 9 (8), 80, 2021 | 15 | 2021 |
Fault detection for sliding bearings using acoustic emission signals and machine learning methods F König, G Jacobs, A Stratmann, D Cornel IOP Conference Series: Materials Science and Engineering 1097 (1), 012013, 2021 | 15 | 2021 |
Investigation of microflow effects in textures on hydrodynamic performance of journal bearings using CFD simulations Y Wang, G Jacobs, F König, S Zhang, S von Goeldel Lubricants 11 (1), 20, 2023 | 13 | 2023 |
Investigation of lubricant supply in rolling point contacts under starved conditions using CFD simulations D Fischer, S von Goeldel, G Jacobs, A Stratmann, F König IOP conference series: Materials science and engineering 1097 (1), 012007, 2021 | 13 | 2021 |
Machine learning based surrogate modelling for the prediction of maximum contact temperature in EHL line contacts A Singh, M Wolf, G Jacobs, F König Tribology International, 108166, 2022 | 12 | 2022 |
Prediction of film thickness in starved EHL point contacts using two-phase flow CFD model S Zhang, G Jacobs, S von Goeldel, S Vafaei, F König Tribology International 178, 108103, 2023 | 11 | 2023 |
Influence of temperature on wear performance of greases in rolling bearings L Rosenkranz, S Richter, G Jacobs, A Mikitisin, J Mayer, A Stratmann, ... Industrial Lubrication and Tribology 73 (6), 862-871, 2021 | 10 | 2021 |
Prognose des Verschleißverhaltens ölgeschmierter Gleitlager im Mischreibungsbetrieb: Wear prediction of plain bearings under mixed friction conditions F König Verlagsgruppe Mainz GmbH, 2020 | 8 | 2020 |
Prediction of bleeding behavior and film thickness evolution in grease lubricated rolling contacts S Zhang, B Klinghart, G Jacobs, S von Goeldel, F König Tribology International 193, 109369, 2024 | 3 | 2024 |
Bayesian inference-based wear prediction method for plain bearings under stationary mixed-friction conditions F König, F Wirsing, G Jacobs, R He, Z Tian, MJ Zuo Friction 12 (6), 1272-1282, 2024 | 2 | 2024 |