How to generate run to failure bearings data?

4 views (last 30 days)
Hi. I want to do a predictive maintenance system with Matlab but I don't have enough bearings data. Do you know hot to generate run-to-failure data in Matlab ? I don't care about bearings type or parameters ?
HF on 9 Dec 2020
Hello, did you find a generator or some bearing data. If yes, could you please share those?
Kind regards
Krzysztof Lesniak
Krzysztof Lesniak on 9 Dec 2020
No, but I stopped looking for it since Dec 2k19.

Sign in to comment.

Answers (1)

Luke Halberstadt
Luke Halberstadt on 22 Dec 2020
A digital twin can enable you to generate additional bearing data with some knowledge of your bearings. For an introduction, please read the paper by Steve Miller on Predictive Maintenance using a Digital Twin:
To dive deeper, you can take a look at the eBook linked below which refers to additional resources. Since you have limited data, you are probably going for a physics-based or combined physics and data-based. For this, Simulink and Simscape can handle solver behavior and physics equations to help you produce failure data for thousands of component lifetimes


Find more on Predictive Maintenance Toolbox in Help Center and File Exchange

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!