Physical Systems Analysis Laboratory 1: Impulse Response · Physical Systems Analysis Laboratory 1:...
Transcript of Physical Systems Analysis Laboratory 1: Impulse Response · Physical Systems Analysis Laboratory 1:...
Physical Systems Analysis Laboratory 1: Impulse Response
Jeff Santner, Nick Villagra, Rio Akasaka Swarthmore College Engineering
Performed January 31st, 2007 Turned in February 14, 2006
Abstract
In the experiment, the impulse response of two circuits was determined; an RC
circuit with output across the resistor and an RLC circuit with output across the capacitor
were used. The circuits behaved as predicted, although the results show that there was
significant resistance in the pulse generator. The RC circuit responded with a first order
exponential output at a negative voltage that approached zero. The RLC circuit gave a
second order exponential output that was positive, increased to a maximum, and then
approached zero.
Introduction
In this experiment, the response of first and second order circuits to impulses was
found. An ideal impulse is a signal that is zero for all time, and infinity when t=0. It also
has the property that the integral of the function is one over any boundary including t=0.
A circuit’s response to an impulse is very useful, because any signal can be represented
as the sum of many impulses that are time shifted and multiplied by constants. However,
ideal impulses do not exist, because a pulse must have some time duration. But, as long
as the duration of the pulse is much smaller than the time constant of the circuit, it can be
approximated by an impulse with the same area.
An impulse can be thought of as the electrical equivalent of a hammer strike.
When a physical object is hit with a hammer, it will respond with some sort of motion
(unless it breaks). This motion could be harmonic, like hitting a bell, causing oscillations
that eventually decay. Or, the motion could be overdamped, like hitting a car’s shock
absorber; it will start to move when hit, and reach maximum displacement shortly after
impact, and then return to its original location. Lastly, the motion could be first order,
like hitting a concrete wall, which displaces a small amount immediately (approximated
as instantaneously) and then returns to its original state. In this experiment, the concrete
wall is a series RC circuit with output across the resistor, and the shock absorber is a
series RLC circuit with output across the capacitor. The cause for these responses lies in
energy storage. The energy from the impulse is stored in the capacitor in the RC circuit
and inductor in the RLC circuit, and is then released after the impulse is over.
Procedure
First, we connected the pulse generator to the oscilloscope to select a pulse
duration that was short, but not noisy. We then selected a resistor and capacitor for an
RC circuit such that the time constant, RC, was much less than the pulse duration. We
chose a pulse of 10.04µs, a 1.1kΩ resistor, and a 0.112µF capacitor. We connected the
circuit in series with the output across the resistor going into the oscilloscope. We then
obtained two printouts of the output; one in close enough detail to show the length of the
pulse and the behavior of the circuit during the pulse, and another with a longer time span
to show the response of the circuit after the pulse.
For the second-order RLC circuit, we wanted a slightly overdamped circuit so we
chose a resistor, capacitor, and inductor such that R2C>4L and the time constant was still
much less than the pulse duration. We used the same pulse duration and resistor as the
RC circuit, but we changed to a 0.375µF capacitor, and added a 112mH inductor. We set
up the RLC circuit in series with the output across the capacitor connected to the
oscilloscope. Again, we obtained two printouts of the output; one in close enough detail
to show the length of the pulse and the behavior of the circuit during the pulse, and
another with a longer time span to show the response of the circuit after the pulse.
Theory
The unit step function, denoted by U(t), represents an input that is zero for and
unity thereafter.
t ≤ 0
⎭⎬⎫
⎩⎨⎧
≥<
=0 t1,0 t,0
)(tU
It serves as a convenient method to treating inputs that are non-zero after a certain time t,
since it would simply require shifting the unit step function and multiplying its amplitude
by some constant A. Furthermore, any function that consists of vertical and horizontal
lines can be modeled by one or more unit step functions.1 Whenever the input to a system
is the unit step function, the output is referred to as the unit step response.
s
Figure 1 The unit step function, U(t)
1 Close, Frederick, Newell. Modeling and Analysis of Dynamic Systems. pp. 208
The unit impulse
The unit impulse, denoted by δ(t), is an idealized pulse of area 1 and infinite height and
infinitesimal width.
⎭⎬⎫
⎩⎨⎧
≠=∞
=0 x0,0 x,
)(xδ
and
∫∞
∞−
= 1)( dxxδ
Since a pulse of infinite height (infinite voltage) and infinitesimal width (infinitesimal
time) cannot be recreated in a laboratory setting, it is approximated by having a pulse
width very small compared to the time constant of the circuit.
Figure 2 The response of an RC circuit due to different pulse widths
Image courtesy of Signals and Systems: models and behaviour by Charles Raymond Dillon, M. L. Meade.
With such an approximation it can be noted that the response of the circuit to that pulse
would depend on the area underneath the pulse, and not on its shape. This is because the
charge stored in a capacitor is dependent on pulse duration and its amplitude, or the area
beneath the pulse. It can be shown that the charge stored by the capacitor due to a very
short pulse is closest to the charge stored when a steady current is flowed through the
circuit for time T.
For example, an RC circuit is constructed with voltage input V0 and a resistor R, so a
current IRV= flows through, charging a capacitor, C. If the input voltage is applied as a
current for a time t, say half the length of the period T, or 0.5T = 0.5RC, the charge stored
would be
00
0 5.0)5.0(5.0 CVRCR
VTIQ ==⋅=
If instead a rectangular pulse were applied (of width 0.5T), we obtain
005.0
0 787.0393.0)1( QCVeCVCVQ c ==−== −
We shorten the pulse width, to 0.1T, and multiply the voltage accordingly by 5 so that the
area is maintained:
001.0
0 95.04758.0)1( QCVeCVCVQ c ==−== −
We can see that the actual charge stored approaches the charge stored by a flowing
current.
Figure 3 The unit impulse, δ(t)
The unit impulse is also the derivative of the unit step.
For the first order circuit, the following circuit was constructed, and the output across
the resistor was measured.
Figure 4 A first-order RC circuit
Using KVL:
010 ( )v Ri idt VC
tδ= = + −∑ ∫
01 ( )Vdq q tdt RC R
δ+ =
0 0 00
0 0 0
1 ( )Vdq q tdt RC R
δ+ + +
− − −
+ =∫ ∫ ∫
⎪⎪
⎩
⎪⎪
⎨
⎧
=
=
=+
∫
∫∫∫ →+
→−
+
−+
−
+
−
RTV
dtR
V
RV
tR
V
qRCdt
dqT
00
00
0
00
0
00
0
0
0
)(1
δ
Since we are approximating using a pulse rather than an impulse, we obtain:
RTV
oqq 00
0)( == ++
−
Using the s-substitution for the homogeneous solution:
1 0sRC
+ =
1sRC
= −
The test solution: 1 t
RCq Ae−
= at 0t = we have RTV
q 0= so RTV
A 0=
RCt
eRTV
q−
= 0
Using cqVC
=
RCt
c eRC
TVV
−= 0
0 ( )C RV V V tδ+ = , so
00 ( )
tRC
RV TV V t eRC
δ−
= − , where 0 ( )V tδ = 0 whenever 0t ≠ and T is the width of the pulse
0
0
( ) t=0
t >0t
R RC
V tV V T e
RC
δ−
⎧⎪= ⎨−⎪⎩
Figure 5 The RC unit impulse response
Figure 6 The unit impulse response approximated. The strikethroughs indicate that the height is considerably taller than indicated.
Figure 7 A detailed image of the pulse with the response of the resistor and capacitor.
For a second order impulse response, the following circuit was made:
Figure 8 The second-order RLC circuit constructed in lab.
Using KVL:
010 ( )div L Ri idt V
dt Ctδ= = + + −∑ ∫
Knowing dq dvi Cdt dt
= = the formula is rewritten as:
20
2
1 ( )Vd q R dq q tdt L dt LC L
δ+ + =
For the homogeneous solution, the source is set to 0 and using s-substitution:
2 1 0Rs s qL LC
+ + =
Applying the test solution:
2 1 0stRs s AeL LC
⎛ ⎞+ + =⎜ ⎟⎝ ⎠
2
1 21 ,
2R RsL L LC
α α⎛ ⎞= − ± − = − −⎜ ⎟⎝ ⎠
In order to obtain a response that would be easy to fit, without oscillations, a slightly
overdamped circuit response was constructed. By choosing a slightly overdamped circuit
(so that the two real solutions would be close to each other) the software we used to curve
fit could also better approximate the curves.
1 21 2
t thq A e A eα α− −= +
For an impulse, direct integration is used for initial conditions:
0 0 0 020
20 0 0 0
1 ( )Vd q R dq q tdt L dt LC L
δ+ + + +
− − − −
+ + =∫ ∫ ∫ ∫
00 00
0
0 (Vdq R qdt L L
++
−−
+ + = 1)
0
0
(0 )t
Vdq R qdt L L+
+
=
+ =
(0 )q + = 0, so , 0 01 2 0A e A e+ = 1 2A A= −
Hence
0
0t
Vdqdt L+=
=
0 0 01 1 2 2
hdq Vi A e A edt L
α α= = − − =
Using the substitution 1 2A A= −
( )1 2i Aα α= − + 1
( )0
11 2
VAL α α
=− +
( )1 20
2 1
( ) ( )t tVq t e e u tL
α α
α α− −⎡ ⎤= −⎣ ⎦−
Using the substitution q CV=
( )1 20
2 1
( )t tc
Vv e eLC
α α
α α− −⎡ ⎤= −⎣ ⎦−
u t
Results
The following table identifies the components used in this lab, measured using an RLC
meter:
Table 1: Values of components used
Capacitor Resistor Inductor Pulse width Input Voltage
First-order RC 0.112µF 1.1kΩ N/A 10.04µs 9.000V
Second-order RLC 0.375µF 1.1kΩ 112mH 10.04µs 9.375V
Figure 9: Experimental RC Voltage Response; 6789*( 0.00011)0.1001 0.3295 tV e− −= −
Figure 10: Multisim RC Response; 8121*( 0.0101)0.4615 tV e− −= −
Figure 11: Experimental RLC Response; 3633*( 0.00016) 6412*0.1345 0.4515 0.6166t tV e− − −= + − e
Figure 12: Multisim RLC Response; 2708*( 0.01) 7938*( 0.01)0.1744 0.3879 0.4932t tV e e− − − −= + −
RC circuit impulse response
Figure 13: Detail View of RC Response V0T : -6 -5 10.04 (10) 9.1875 9.22425 (10)⋅ ⋅ = ⋅
Figure 14: Full View of RC Response
Response form: it can be seen that the impulse response of the circuit is of the form
. The experiment provided the equation /t RCAe−
6789( 0.0001144)0.1 0.33 te− −−
RLC circuit impulse response
Figure 15: Detail View of RLC Response V0T: -6 -5 10.04 (10) 9.563 9.60125 (10)⋅ ⋅ = ⋅
Figure 16: Full View of RLC Response Response form: 3633*( 0.00016) 6412*0.1345 0.4515 0.6166t tV e− − −= + − e
MultiSim8 Simulation
Figure 17. The first order RC circuit modeled using MultiSim.
Figure 18. The second RLC circuit modeled using MultiSim.
Discussion
The response from the RC circuit was very different from the RLC circuit. As the
graph illustrates, the RC output immediately jumps up, and then becomes negative after
the impulse, and slowly returns to zero. This is because the impulse charges the capacitor
a little bit over the duration of the pulse. KVL dictates that the total voltage drop around
a closed loop must be zero, so the voltage drop across the resistor must be large. Then,
after the impulse, the capacitor discharges through the resistor in the opposite direction of
the impulse. This causes a negative voltage across the resistor that decays to zero.
However, the RLC output stays low during the impulse, and then starts to rise after the
impulse, has a maximum value, and then decays to zero. This is because the inductor
limits current during the impulse by absorbing almost all of the voltage. By KVL, this
means that the output rises a very small amount during the pulse. Then, after the pulse,
the inductor and capacitor create a second order response, where the inductor releases its
stored energy as a current, and this energy builds up in the capacitor as the voltage
output. If there were no resistor, the energy in the circuit would just oscillate between
voltage and current, but the resistor quickly dissipates this energy because we chose a
high enough resistance for an overdamped circuit. So, after the voltage reaches a
maximum, the capacitor discharges its energy through the resistor, and the output
approaches zero.
Using the equations derived in the theory section, we can compare predicted,
experimental, and simulated values for the circuits. For V0, we use the area under the
pulse, which was in the RC circuit and for the RLC circuit. -59.22425 (10)⋅ -59.60125 (10)⋅
Table 2: Experimental, MultiSim and Theoretical Values
Circuit Value Predicted from Theory Multisim Curve Fit
Experimental Curve Fit
1/RC 8117 8121 6789 1st Order V0/RC 0.7487 0.46149 0.3295
α1 -4358 -2702 -3633 α2 -5464 -7938 -6412
2.067 A10.8226 (using
experimental α’s)
0.38794 0.45154
-2.067
2nd Order
A2-0.8226 ((using
experimental α’s)
-0.4932 -0.61662
In the first order circuit, the results were below the prediction, and the error in the
2nd order circuit suggests that the term under the square root in the calculation for alpha
was too large. We calculated A1 and A2 in two different ways. The calculation involves
α1 and α2, we first used the predicted α1 and α2. However, the error was very large, so we
also calculated A1 and A2 using the α1 and α2 found experimentally. One should also note
that A1 should be -A2, but neither MultiSim nor the experimental values produced this
result.
The errors could be caused if the resistance in the circuit was more than the
measured resistance of 1.1kΩ. So, there was probably some resistance in the pulse
generator. This explains the error because after the impulse, the pulse generator is still
included in the circuit, and all current has to flow through it because it is in series with
the rest of the circuit.
The error in the experiment can be summarized in the table below:
Table 3: Summary of Error
Circuit Value Multisim Error (%)
Experimental Error (%)
1/RC .05 16.4 1st Order V0/RC 38.6 44
α1 38 16.6 α2 31.1 14.8 A1
(experimental)52.8 45
2nd Order
A2 (experimental)
40 25
A large source of error was manifested in the curve fitting process using
Kaleidagraph. In our experiment, data were collected on a very small time scale, and
therefore, the oscilloscope was more sensitive of picking up small fluctuations in the
voltage value leading to significant noise. The curve fit therefore took into account the
noise, which lead to the deviation from the theoretical values obtained. To limit the
source of this strain of error, we could repeat the experiment using a larger voltage to
minimize the effect of the noise (assuming that the noise does not increase with greater
voltage). We could also remove errant data points that strayed far from the trend by only
accepting data points within the range of no more than two standard deviations.
Error in the MultiSim values can also be partly attributed to the curve fitting
process in Kaleidagraph, because the fit we used did not completely align with the data
points acquired. This may have occurred because our guess for the constant values in the
curve fit equation were not accurate enough in relation to the ideal fit equation. This
error might have been diminished if we had attempted a greater variation of guesses for
the equation and narrowed the incongruity between the data and the curve. Since noise
does not appear in the MultiSim simulation, additional accuracy in the fit might have
been obtained if we collected data at smaller time intervals to make an even smoother
curve of points.
Conclusion
This experiment allowed for the verification of the impulse response in a first-
order RC and a second-order RLC circuit by approximating the impulse by a pulse of a
width that is very small in comparison to the time constant. Thus the charge held by the
capacitor and then released after the pulse was significantly close to the charge it would
hold if a steady current were flowing in a standard circuit. By measuring the response
across the resistor and the capacitor, extracting the data using Agilent, and curve-fitting
the result using Kaleidagraph, we were able to obtain values that agreed with the
theoretical values within error.
Future Work
Future work could involve analysis on output measured across the capacitor in the
first-order circuit, so as to compare against the output of the resistor to ensure that they
add up to the input voltage. The impulse response of other circuits, such as those
including op-amps, could be analyzed and compared with that of the RLC circuit to find
how the op-amp affects the response. We could also collect current data to see how it
would be affected by the impulse or how charge behaves as a result.
Bibliography
Smith, Ralph Judson; Dorf, Richard C. ‘Circuits, Devices and Systems’ 5th Edition.