B What Function Models Linear Amplitude Decay?

AI Thread Summary
The discussion centers on modeling linear amplitude decay in periodic mechanical motion. The original poster attempted to use a linear function to multiply a sine wave but found it ineffective, as the data exhibited a linear envelope rather than an exponential decay. Participants suggested that the decay might actually be exponential with a large time constant, leading to a linear appearance over short time frames. They recommended adjusting parameters in the function to better fit the data, such as using a form like (1 - t/τ)Sin(ωt). Overall, the conversation emphasizes the need for careful parameter selection to accurately model the observed amplitude behavior.
houlahound
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I collected data on a periodic mechanical motion. The amplitude is damped linearly. What mathematical function models linear amplitude decay. All I can find is exponential decay of a sine wave.
 
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Instead of multiplying the sine with an exponential, you can multiply it with a linear function.
 
hi all. I tried multiplying by a linear function ie;

-0.1x*sin(20x)

to get;

upload_2016-8-8_12-2-34.png
in comparison an exponential multiplying factor gives this with the envelope of the amplitude decreasing exponentially;
upload_2016-8-8_12-1-34.png
my data looks like this with a linear envelope;

upload_2016-8-8_12-4-29.png


the linear multiplier clearly does not work to model this data. this should be a simple model but my math is not working.

any tips to general models to account for the data above appreciated.
 
Your amplitude decreases so you need to multiply by a decreasing linear function, something like (1-x) rather than x.

Actually your decay may be exponential but the time constant is much larger than the period of the periodic function.
So you will have something like
## e^{ \frac{-t}{\tau}} sin(\omega t) ##
If t is much smaller than ## \tau ## this can be approximated by
## (1-\frac{t}{\tau})sin(\omega t) ##
and will look like a linear decay of the sin wave.
 
I might have to calculate by hand but my plotting tool for this input as you suggest;

upload_2016-8-8_13-18-24.png


gives the following output;

upload_2016-8-8_13-19-18.png
 
Look at your linear part: It starts at 1, then goes to zero for x=2. You plot it up to x=100 where it is increasing in magnitude again.

Try something like 1-0.01*x if you want an x-range up to 100.

It looks like your sine function takes degrees as input, which is quite odd in the context of those problems.
 
Your data plot has no unit so it is impossible to guess reasonable values of parameters.
You need to adjust the parameters in the function to fit your actual plot.

If you extend the plot beyond 10 s the amplitude it will increase.

Here is an example of parameters showing the desired behavior:
f[t] = (1 - t/10) Sin[2 t]

Decay.jpg
hébergeur d image gratuit
 
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Likes houlahound
I wish I could like your post more than once, you nailed it.

will put up some data next chance I get.cheers
 
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