Question 8.5.1: Identifying a First-Order System An input vs(t) = 5 sin ωt V...
Identifying a First-Order System
An input v_{s}(t) = 5 \sin ωt V was applied to a certain electrical system for various values of the frequency ω, and the amplitude |v_{o}| of the steady-state output was recorded. The data are shown in the first two columns of the following table. Determine the transfer function.
ω (rad/s) | |v_{o}| (V) | |v_{o}|/5 | 20 \log (|v_{o}|/5) |
1 | 10.95 | 2.19 | 6.81 |
2 | 10.67 | 2.13 | 6.57 |
3 | 10.3 | 2.06 | 6.28 |
4 | 9.84 | 1.97 | 5.89 |
5 | 9.33 | 1.87 | 5.44 |
6 | 8.80 | 1.76 | 4.91 |
7 | 8.28 | 1.66 | 4.40 |
8 | 7.782 | 1.56 | 3.86 |
9 | 7.31 | 1.46 | 3.29 |
10 | 6.87 | 1.37 | 2.73 |
15 | 5.18 | 1.04 | 0.34 |
20 | 4.09 | 0.82 | -1.72 |
30 | 2.83 | 0.57 | -4.88 |
40 | 2.16 | 0.43 | -7.33 |
50 | 1.74 | 0.35 | -9.12 |
60 | 1.45 | 0.29 | -10.75 |
70 | 1.25 | 0.25 | -12.04 |
80 | 1.1 | 0.22 | -13.15 |
90 | 0.97 | 0.19 | -14.43 |
100 | 0.88 | 0.18 | -14.89 |
Learn more on how we answer questions.
First divide the output amplitude |v_{o}| by the amplitude of the input. The result is given in the third column. This is the amplitude ratio M. Next convert this data to decibels using the conversion
m = 20 \log M. This is the fourth column. The plot of m versus ω is shown by the small circles in Figure 8.5.1.
After drawing the asymptotes shown by the dashed lines, we first note that the data has a low-frequency asymptote of zero slope, and a high-frequency asymptote of slope−20 dB/decade.
This suggests a model of the form
T (s) = \frac{K}{τ s + 1}
In decibel units,
m = 20 \log K − 10 \log(τ^{2} ω^{2} + 1)
The corner frequency ω = 1/τ occurs where m is 3 dB below the peak value of 6.81. From the plot or the data we can see that the corner frequency is ω = 8 rad/s. Thus τ = 1/8 s.
At low frequencies, ω \ll 1/τ and m \approx 20 \log K. From the plot, at low frequency, m = 6.81 dB. Thus 6.81 = 20 log K, which gives
K = 10^{6.81/20} = 2.19
Thus the estimated model is
\frac{V_{o}(s)}{V_{s}(s)} = \frac{2.19}{\frac{1}{8} s + 1}
Another first-order model form is
\frac{V_{o}(s)}{V_{s}(s)} = K \frac{τ_{1} s + 1}{τ_{2}s + 1}
Because the high-frequency asymptote of this model has zero slope, it cannot describe the given data.
