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Frequency Response
Chap8 - Freq 1
Agenda
• Preliminaries
• First order systems
– Frequency response
– Low-pass filter
• Second order systems
– Classical solutions
– Frequency response
• Higher order system
Chap8 - Freq 2
Frequency response
• Steady-state behavior of systems to harmonic excitations over a range of input frequencies
• Determination of important behavioral characteristics of dynamic systems by subjecting them to harmonic inputs and observing the response– Experimentally,
– Analytically, or
– Numerically.
Chap8 - Freq 3
Preliminaries - ODE
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Chap8 - Freq 4
Preliminaries - Laplace transform
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Chap8 - Freq 5
First Order Systems - Classical Solution
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Chap8 - Freq 6
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Chap8 - Freq 7
Frequency Response
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Chap8 - Freq 8
Frequency Response
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Chap8 - Freq 9
1frequencycorner
Low-Pass Filter
Typical system response
Chap8 - Freq 10
Second-order Systems
Spring-mass-damper system
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Chap8 - Freq 11
Second-Order Systems
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Chap8 - Freq 12
Second-Order Systems
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Chap8 - Freq 13
Second-Order System• The transfer function of a
2nd-order system:
• The frequency response of this
system can be modeled as:
• When :
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Poles and Zeroes• Transfer function:
• The critical frequencies
are = 2 (zero), 10 (pole),
and 50 (pole).
• MATLAB (exact resp.):
w = logspace(-1,3,300);
s = j*w;
H = 1000*(s+2)./(s+10)./(s+50);
magdB = 20*log10(abs(H));
phase = angle(H)*180/pi;
• MATLAB (Bode):
num = [1000 2000];
den = conv([1 1o], [1 50]);
bode(num, den);
• Bode plots are useful as an
analytic tool.
150
1010
12
4
)50)(10(
)2(1000)(
)50)(10(
)2(1000)(
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Examples 1
Find the time constant for the following RC circuit
that has parameters R=8200 Ω and C=2.2μf. Sketch the amplitude frequency response and determine the corner frequency. Approximately how long does it take the transient part of the solution to this system to die out?
Chap8 - Freq 16
Solution
Chap8 - Freq 17
Example 2
A harmonic signal of amplitude 1 and frequency 70 Hz is the input to a linear first-order system whose time constant is 0.5 second. What is the amplitude of the output? What is the phase of the output with respect to the input? Does the output lag behind the input or lead it?
Chap8 - Freq 18
Solution
Chap8 - Freq 19
Pair-Share: Example 3
Answer the same questions as in the previous problem, except that now the system is a second-order linear system with a natural frequency of 21 rad/sec and a damping ratio of 0.25
Chap8 - Freq 20
Solution
Chap8 - Freq 21
Pair-Share - Example 4It is proposed to attach an additional spring-mass-damper system to a primary spring-mass-damper system as shown in figure below. Find the steady-state amplitude of the displacement response of the primary mass, and plot it with respect to the input frequency for the cases with an without the attached system. Such attached systems can be used to absorb unwanted vibrations. Comment on the effectiveness of reducing vibration for this system. The parameters of the problem are:
Chap8 - Freq 22
inlbfbinlbfb
inlbfkinlbfk
lbfwlbfw
sec/5sec/20
/4600/500,18
50200
21
21
21
Solution
Chap8 - Freq 23
Solution (cont.)
Chap8 - Freq 24
Solution (cont.)
Chap8 - Freq 25
Example 5
Determine the transfer function relating the output voltage to the input voltage for the following RLC circuit:
Develop the corresponding Bode plot using data from Example 4.3. What is the natural frequency of the system? Redesign the circuit so as to increase its natural frequency by 30 percent, but keep the damping ratio at 0.707.
2e0e
Chap8 - Freq 26
Solution (cont.)
Chap8 - Freq 27
Solution
Chap8 - Freq 28
Solution (cont.)
Chap8 - Freq 29
Example 6
Find the roots of the characteristic equation of the following systems. What are the time constants and/or natural frequencies? What are the damping ratios? Comment on the stability of each. Solve by and check by digital computation.
SharePairtfzzzzd
SharePairtfzzzzc
tuxxb
tuxxxa
)(4542.
)(5.23257.
)(1342520.
)(153282.
Chap8 - Freq 30
Solution
)(153282. tuxxxa
)(1342520. tuxxb
Chap8 - Freq 31
Solution (cont.)
)(5.23257. tfzzzzc
)(4542. tfzzzzd
Chap8 - Freq 32
Example 7 Problem 8.12 a,c,e,g
Find the transfer function for each of the systems below, relating the output x or z to the input u or f.
03123
)(843425.
)(1400100.
)(1342520.
)(153282.
zvvv
SharePairtfvvzzzd
SharePairtuxxc
tuxxb
tuxxxa
Chap8 - Freq 33
SolutionTake Laplace transform of each equation and solve for the response variable divided by the input variable. For d, first put into classical form.
)(153282. tuxxxa
)(1342520. tuxxb
)(1400100. tuxxc
03123
)(843425.
zvvv
tfvvzzzd
Chap8 - Freq 34
Example 8
Find the set of state-space equations for each of the below systems:
03123
)(843425.
)(1400100.
)(1342520.
)(153282.
zvvv
tfvvzzzd
tuxxc
tuxxb
tuxxxa
Chap8 - Freq 35
Solution
Chap8 - Freq 36
Solution (cont.)
Chap8 - Freq 37
Solution (Cont)
)(1342520. tuxxb
)(1400100. tuxxc
Chap8 - Freq 38
Solution (Cont)
03123
)(843425.
zvvv
tfvvzzzd
Chap8 - Freq 39
Example 9Determine the transfer function coefficients for the circuit :
If:
Find the eigen values, and check the stability of the system. If the system is stable, determine its Bode plot.
mhL
fCfC
RR
10
221
10010
21
21
Chap8 - Freq 40
Solution
Chap8 - Freq 41
Solution (cont.)
Chap8 - Freq 42
Solution (cont.)
The Bode plot is
Chap8 - Freq 43