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Hi,
Thanks for quick reply
I wish to do the prediction purely based on machine learning
so in that case , the fatigue loading cycle (constant load profile.csv) is not of use to me ??
thanksCrackAl,
As you noted, the time scales in those two files are different. The time scale in “Constant Loading Profile-5 cycles.csv” represents the frequency of applied cyclic loading. The time scale in signal-1/signal_2 means the frequency of the ultrasonic signal.
They are not directly correlated. The fatigue loading cycle can be incorporated into a fatigue model, if you want to consider the physics of fatigue failure. Ultrasonic signals are used for extracting features and building machine learning models.
