How to generate synthetic run-to-failure data in Simulink?

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RAGHUVEER RAJESH 2024-4-11

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https://ww2.mathworks.cn/matlabcentral/answers/2105611-how-to-generate-synthetic-run-to-failure-data-in-simulink

评论： Xiaoxing Wang 2024-5-2

I am looking for methods to generate run-to-failure data using Simulink. I am working on RUL prediction for a machine and for that I need to generate run-to-failure data using Digital Twin. I have the Digital Twin working. I have designed some faults and injected it. But for a specific component or a part, how to generate and record data until the component fails.

More specifically, how to make a component fail in the Simulink enviroment.

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RAGHUVEER RAJESH 2024-4-11

https://in.mathworks.com/matlabcentral/answers/2105601-how-create-a-degradation-feature-profile-from-available-sensor-data

Xiaoxing Wang 2024-5-2

You can find a few examples where fault data are generated in Simulink products.

For example:

Multi-Class Fault Detection Using Simulated Data

https://www.mathworks.com/help/predmaint/ug/multi-class-fault-detection-using-simulated-data.html

Remaining Useful Life Estimation of a DC-Link Capacitor in a Power Converter

https://www.mathworks.com/help/predmaint/ug/rul-estimation-of-dc-link-capacitor-in-power-converter.html

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Control Systems Predictive Maintenance Toolbox Predict Remaining Useful Life (RUL)

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