Published April 2, 2024
| Version 2023-04-02
Dataset
Open
Run-to-failure data set of ball bearings subjected to time-varying load and speed conditions
Authors/Creators
- 1. Chair of Dynamics and Mechatronics, Faculty of Mechanical Engineering, Paderborn University, 33098 Paderborn, Germany
Description
This data set consist of experimental data collected during 17 run-to-failure experiments on ball bearings subjected to time-varying load and speed conditions. No defect was initiated in the bearings before the experiments. A detailed description file is enclosed.
Version 2024-04-02: All experiments B01 through B17 are uploaded. Furthermore, Figure 1 of the description file has been updated.
Please also cite our paper, when using this data set: Javanmardi, A., Aimiyekagbon, O. K., Bender, A. ., Kimotho, J. K., Sextro, W., & Hüllermeier, E. (2024). Remaining Useful Lifetime Estimation of Bearings Operating under Time-Varying Conditions. PHM Society European Conference, 8(1), 9. https://doi.org/10.36001/phme.2024.v8i1.4101
Files
LDM_UPB_Run-to-failure_data_set_of_ball_bearings.pdf
Files
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Additional details
Related works
- Is supplement to
- Publication: 10.36001/phme.2024.v8i1.4101 (DOI)