Help integrating random errors into Simulink blocks for machine learning.

I have a simple simulink model, made up of 40 lithium-ion battery models, that is set to run for large periods of time. I want to be able to apply random 'failures' of a small number of these 40 cells, to occur randomly. Is there a simple way to integrate random failures of these simulink battery blocks?

I am hoping to use a machine learning algorithm to be able to learn what output changes of the wider system correspond to a failure in different parts of the system.

Thanks

Answer 1

[Nidhi]

This documentation will help in understanding how to model a machine failure .

Please refer to this link given below:

https://www.mathworks.com/help/simevents/ug/machine-failure-demo.html