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THD calculation seems off by a lot

Open ftab opened this issue 1 week ago • 7 comments

I'm having trouble getting a good THD / THD+N calculation from either THD() or THDN().

If you have a moment, could you take a look at this sample code/data and tell me why?

I'm trying to get a distortion figure on a 1khz sine wave on a device where an HP 8920b told me the THD was about 0.056%

However I am fresh out of 8920s to share and need to concoct as good a result as I can using...an 8 bit USB scope and a Raspberry Pi with Python!

Output:

Frequency: 1000.729392 Hz
fundamental amplitude: 300737.188
36118.519 117.290 24.098 128.721 52.875 156.427 66.371 25.883 140.883 73.748 129.345 87.715 131.846 
THD: 12.387467%
0.9079618095454111
import matplotlib.pyplot as plt
import numpy as np
from waveform_analysis import thd

t = np.arange(0.0, 0.005, 1/1000000)
s = [1, 1, 2, 3, 3, 4, 4, 6, 7, 7, 9, 9, 10, 11, 12, 11, 12, 13, 14, 15, 16, 16, 17, 18, 18, 19, 20, 20, 22, 23, 24, 24, 25, 25, 25, 27, 28, 29, 29, 29, 30, 32, 31, 33, 33, 34, 35, 35, 36, 37, 38, 40, 39, 40, 41, 41, 42, 43, 43, 44, 45, 45, 46, 46, 48, 49, 49, 49, 50, 51, 52, 52, 53, 54, 55, 56, 56, 56, 57, 57, 59, 58, 58, 60, 61, 62, 62, 63, 64, 65, 65, 65, 66, 67, 68, 69, 68, 69, 71, 71, 72, 71, 72, 73, 73, 74, 74, 75, 77, 77, 78, 78, 79, 80, 80, 80, 80, 81, 82, 83, 83, 82, 83, 84, 86, 85, 85, 86, 87, 88, 88, 89, 89, 90, 91, 91, 91, 92, 94, 94, 93, 92, 94, 96, 94, 95, 95, 96, 97, 97, 98, 97, 99, 100, 100, 100, 101, 102, 103, 102, 101, 102, 103, 104, 104, 103, 104, 105, 106, 105, 105, 105, 106, 108, 107, 106, 108, 109, 110, 109, 110, 110, 111, 112, 111, 110, 111, 111, 112, 111, 112, 112, 112, 113, 112, 112, 113, 114, 115, 114, 114, 116, 116, 117, 116, 116, 117, 116, 117, 116, 116, 117, 117, 118, 115, 116, 118, 118, 118, 117, 117, 119, 120, 120, 119, 119, 119, 120, 120, 118, 119, 120, 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-30, -30, -30, -28, -28, -27, -26, -26, -24, -24, -24, -23, -22, -20, -20, -20, -19, -17, -17, -17, -15, -15, -14, -14, -13, -13, -12, -11, -10, -10, -10, -8, -8, -6, -5, -5, -4, -2, -2, -2, 0]
thd.THD(s, 1000000)
thdn = thd.THDN(s, 1000000)
print(thdn)
fig, ax = plt.subplots()
ax.plot(t, s)
ax.set(xlabel='time (s)', ylabel='counts', title='Channel 1')
ax.grid()
plt.show()

ftab avatar Jun 27 '24 15:06 ftab