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How can I plot a relative frequency histogram in Matlab?

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Eric Bernard Dilger
Eric Bernard Dilger 2021년 6월 28일
댓글: William Rose 2021년 7월 2일
I have developed a script to calculate the power fluctuation of a PV power plant. Basically, I'm calculating the magnitude of the power fluctuation dP, at an instant t, for a sampling period dt, as the difference between two power outputs, normalized to the nominal power Pnom of the plant, as follows:
dP( t ) = [ P( t + dt ) - P( t ) ] / Pnom.
I'm exporting 300 seconds of data from simulink to workspace and I want to plot relative frequency histograms for different sampling periods dt. Longer sampling timte dt implies in a smaller number of data inside this 300 seconds. So, i.e., for dt = 1 second I have 299 samples, for dt = 20 seconds, I have 280 samples. I have already calculated the power fluctuation dP( t ) and it can be observed in the figure below:
The vertical axis describe the percentual power fluctuation and these values can be larger sometimes. I want to plot a figure that describes the relative frequency of these power fluctuations. The figure below (I took from a paper) represents the relative frequency plots I want to apply to my data.
I appreciate any help!

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William Rose
William Rose 2021년 6월 28일
Matlab's histogram() command is nice. Attached script shows how you could use it. It produces the plot below.
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William Rose
William Rose 2021년 6월 28일
@Eric Bernard Dilger, You are welcome. Good luck with your work.

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William Rose
William Rose 2021년 6월 28일
The overlapping bars in the plot abve are potentially confusing to the viewer. Therefore I added some code to make a second plot, shown below. The data is the same, still presented as probabilities, but it is easier to understand, in my opinion. It is easy to modify this to show probabilities for more than two data sets. See attached code. The probabillities are different in this example because the random numbers are different on each run.
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William Rose
William Rose 2021년 7월 2일
please email me at rosewc@udel.edu so i can reply by email

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