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2.3 Transform Techniques
Concepts of frequency-response analysis originate from the nature of the response of a dynamic system to
a sinusoidal (i.e., harmonic) excitation. These concepts can be generalized because the time-domain
analysis, where the independent variable is time ðtÞ; and the frequency-domain analysis, where the
independent variable is frequency ðvÞ; are linked through the Fourier transformation. Analytically, it is
more general and versatile to use the Laplace transformation, where the independent variable is the
Laplace variable ðsÞ which is complex (i.e., non-real). This is true because analytical Laplace transforms
may exist even for time functions that do not have “analytical” Fourier transforms. But with compatible
definitions, the Fourier transform results can be obtained from the Laplace transform results simply by
setting s ¼ jv: In the present section, we will formally introduce the Laplace transformation and the
Fourier transformation, and will illustrate how these techniques are useful in the response analysis of
vibrating systems. The preference of one domain over another will depend on such factors as the nature
of the excitation input, the type of the analytical model available, the time duration of interest, and the
quantities that need to be determined.
2.3.1 Transfer Function
The Laplace transform of a piecewise-continuous function f ðtÞ is denoted here by FðsÞ and is given by the
Laplace transformation
FðsÞ ¼
ð1
0
f ðtÞ expð2stÞdt ð2:46Þ
in which s is a complex independent variable known as the Laplace variable, expressed as
s ¼ s þ jv ð2:47Þ
and j ¼
ffiffiffiffi
21 p : Laplace transform operation is denoted as Lf ðtÞ ¼ FðsÞ: The inverse Laplace transform
operation is denoted by f ðtÞ ¼ L21FðsÞ and is given by
f ðtÞ ¼
1
2p j
ðsþj1
s2j1
FðsÞ expðstÞds ð2:48Þ
The integration is performed along a vertical line parallel to the imaginary (vertical) axis, located at
s from the origin in the complex Laplace plane (s-plane). For a given piecewise-continuous function
0 1 Excitation Frequency Ratio r
Magnitude of
Restraining
Torque t0
ka0
FIGURE 2.6 Variation of the steady-state transmitted torque with frequency.
2-14 Vibration and Shock Handbook
© 2005 by Taylor & Francis Group, LLC
f ðtÞ; the Laplace transform exists if the integral in Equation 2.46 converges. A sufficient condition for
this is
ð1
0
lf ðtÞl expð2stÞdt , 1 ð2:49Þ
Convergence is guaranteed by choosing a sufficiently large and positive s: This property is an
advantage of the Laplace transformation over the Fourier transformation. (For a more complete
discussion of the Fourier transformation, see later in this chapter and in Chapter 4.)
By the use of Laplace transformation, the convolution integral equation can be converted into an
algebraic relationship. To illustrate this, consider the convolution integral which gives the response yðtÞ of
a dynamic system to an excitation input uðtÞ; with zero initial conditions. By definition (Equation 2.46),
its Laplace transform is written as
Y ðsÞ ¼
ð1
0
ð1
0
hðtÞuðt 2 tÞdt expð2stÞdt ð2:50Þ
Note that hðtÞ is the impulse-response function of the system. Since the integration with respect to t is
performed while keeping t constant, we have dt ¼ dðt 2 tÞ: Consequently,
Y ðsÞ ¼
ð1
2t
uðt 2 tÞ exp½2sðt 2 tÞdðt 2 tÞ
ð1
0
hðtÞ expð2stÞdt
The lower limit of the first integration can be made equal to zero, in view of the fact that uðtÞ ¼ 0 for
t , 0: Again using the definition of Laplace transformation, the foregoing relation can be expressed as
Y ðsÞ ¼ HðsÞU ðsÞ ð2:51Þ
in which
HðsÞ ¼ LhðtÞ ¼
ð1
0
hðtÞ expð2stÞdt ð2:52Þ
Note that, by definition, the transfer function of a system, denoted by HðsÞ; is given by Equation 2.51.
More specifically, the system transfer function is given by the ratio of the Laplace-transformed output
and the Laplace-transformed input, with zero initial conditions. In view of Equation 2.52, it is clear that
the system transfer function can be expressed as the Laplace transform of the impulse-response function
of the system. The transfer function of a linear and constant-parameter system is a unique function that
completely represents the system. A physically realizable, linear, constant-parameter system possesses a
unique transfer function, even if the Laplace transforms of a particular input and the corresponding
output do not exist. This is clear from the fact that the transfer function is a system model and does not
depend on the system input itself.
Note: The transfer function is also commonly denoted by GðsÞ: However, in the present context we use
HðsÞ in view of its relation to hðtÞ: Some useful Laplace transform relations are given in Table 2.1. Also,
note that the Fourier transform (set s ¼ jvÞ is given by
Forward:
FðjvÞ ¼
ð1
0
f ðtÞ expð2jvtÞdt
Inverse:
f ðtÞ ¼
ðj1
2j1
FðjvÞ expðjvtÞdv
Consider the nth-order linear, constant-parameter dynamic system given by
an
dny
dtn þ an21
dn21y
dtn21 þ · · · þ a0y ¼ b0u þ b1
duðtÞ
dt þ · · · þ bm
dmuðtÞ
dtm ð2:53Þ
Frequency-Domain Analysis 2-15
© 2005 by Taylor & Francis Group, LLC
for physically realizable systems, m # n: By applying a Laplace transformation and then integrating by
parts, it may be verified that
L
dkf ðtÞ
dtk ¼ skF^ðsÞ 2 sk21f ð0Þ 2 sk22 df ð0Þ
dt
2 · · · þ
dk21f ð0Þ
dtk21 ð2:54Þ
By definition, the initial conditions are set to zero in obtaining the transfer function. This results in
HðsÞ ¼
b0 þ b1s þ · · · þ bmsm
a0 þ a1s þ · · · þ ansn ð2:55Þ
for m # n: Note that Equation 2.55 contains all the information that is contained in Equation 2.53.
Consequently, the transfer function is an analytical model of a system. The transfer function may be
employed to determine the total response of a system for a given input, even though it is defined in terms
of the response under zero initial conditions. This is quite logical because the analytical model of a system
is independent of the system’s initial conditions.
The denominator polynomial of a transfer function is the system’s characteristic polynomial. Its roots are
the poles or the eigenvalues of the system. If all the eigenvalues have negative real parts, the system is stable.
The response of a stable system is bounded (that is, remains finite) when the input is bounded (which is the
BIBO stability). The zero-input response of an asymptotically stable system approaches zero with time.
2.3.2 Frequency-Response Function (Frequency Transfer Function)
The Fourier integral transform of the impulse-response function is given by
Hð f Þ ¼
ð1
21
hðtÞ expð2j2p ftÞdt ð2:56Þ
where f is the cyclic frequency (measured in cps or hertz). This is known as the frequency-response function
(or frequency transfer function) of a system. The Fourier transform operation is denoted as FhðtÞ ¼ Hð f Þ:
TABLE 2.1 Important Laplace Transform Relations
L21 FðsÞ ¼ f ðtÞ Conversion Lf ðtÞ ¼ FðsÞ
1
2pj
Ðsþj1 s2j1 FðsÞ expðstÞds
Ð
10
f ðtÞ expð2stÞdt
k1 f1 ðtÞ þ k2 f2ðtÞ k1 F1 ðsÞ þ k2 F2 ðsÞ
expð2atÞf ðtÞ Fðs þ aÞ
f ðt 2 tÞ expð2tsÞFðsÞ
f ðnÞðtÞ ¼
dn f ðtÞ
dtn sn FðsÞ 2 sn21 f ð0þÞ 2 sn22 f 1 ð0þÞ 2 · · · 2 f n21ð0þÞ
Ðt2
1 f ðtÞdt
FðsÞ
s þ
Ð02
1 f ðtÞdt
s
Impulse function, dðtÞ 1
Step function, UðtÞ
1
s
tn n!
snþ1
expð2atÞ
1
s þ a
sin vn t
vn
s2 þ v2
n
cos vn t
s
s2 þ v2
n
2-16 Vibration and Shock Handbook
© 2005 by Taylor & Francis Group, LLC
In view of the fact that hðtÞ ¼ 0 for t , 0; the lower limit of integration in Equation 2.56 could be made
zero. Then, from Equation 2.52, it is clear that Hð f Þ is obtained simply by setting s ¼ j2pf in HðsÞ: Hence,
strictly speaking, we should use the notation Hð j2pf Þ and not Hð f Þ. However, for notational simplicity,
we denote Hðj2pf Þ by Hð f Þ: Furthermore, since the angular frequency v ¼ 2pf ; we can express the
frequency-response function by Hð jvÞ; or simply by HðvÞ for notational convenience. It should be noted
that the frequency-response function, like the Laplace transfer function, is a complete representation of a
linear, constant-parameter system. In view of the fact that both uðtÞ ¼ 0 and yðtÞ ¼ 0 for t , 0; we can
write the Fourier transforms of the input and the output of a system directly by setting s ¼ j2pf ¼ jv in
the corresponding Laplace transforms. Specifically, we have, according to the notation used here
U ð f Þ ¼ Uðj2p f Þ ¼ UðjvÞ
and
Y ð f Þ ¼ Y ð j2p f Þ ¼ Y ð jvÞ:
Then, from Equation 2.51, we have
Y ð f Þ ¼ Hð f ÞUð fÞ ð2:57Þ
Note: Sometimes, for notational convenience, the same lowercase letters are used to represent the
Laplace and Fourier transforms as well as the original time-domain variables.
If the Fourier integral transform of a function exists, then its Laplace transform also exists. The
converse is not generally true, however, because of the poor convergence of the Fourier integral in
comparison to the Laplace integral. This arises from the fact that the factor expð2stÞ is not present in the
Fourier integral. For a physically realizable, linear, constant-parameter system, Hð f Þ exists even if Uð f Þ
and Y ð f Þ do not exist for a particular input. The experimental determination of Hð f Þ; however, requires
system stability. For the nth-order system given by Equation 2.53, the frequency-response function is
determined by setting s ¼ j2pf in Equation 2.55 as
Hð f Þ ¼
b0 þ b1j2pf þ · · · þ bmðj2pf Þm
a0 þ a1j2pf þ · · · þ anðj2pf Þn ð2:58Þ
This, generally, is a complex function of f that has a magnitude denoted by lHð f Þl and a phase angle
denoted by /Hð f Þ:
A further interpretation of the frequency-response function can be given in view of the developments
given in Section 2.2. Consider a harmonic input having cyclic frequency f ; expressed by
uðtÞ ¼ u0 cos 2p ft ð2:59aÞ
In analysis, it is convenient to use the complex input
uðtÞ ¼ u0ðcos 2p ft þ j sin 2p ftÞ ¼ u0 expðj2p ftÞ ð2:59bÞ
and take only the real part of the final result. Note that Equation 2.59b does not implicitly satisfy the
requirement of uðtÞ ¼ 0 for t , 0: Therefore, an appropriate version of the convolution integral, where the
limits of integration automatically account for this requirement, should be used. For instance, we can write
yðtÞ ¼ Re
ðt
21
hðtÞu0 exp½j2p f ðt 2 tÞdt
ð2:60aÞ
or
yðtÞ ¼ Re u0 expðj2p ftÞ
ðt
21
hðtÞ expð2j2p f tÞdt
ð2:60bÞ
in which Re[·] denotes the real part. As t ! 1; the integral term in Equation 2.60b becomes the frequencyresponse
function Hð f Þ; and the response yðtÞ becomes the steady-state response yss: Accordingly,
yss ¼ Re½Hð f Þu0 expðj2p ftÞ ð2:61aÞ
Frequency-Domain Analysis 2-17
© 2005 by Taylor & Francis Group, LLC
or
yss ¼ u0lHð f Þl cosð2p ft þ fÞ ð2:61bÞ
for a harmonic excitation, in which the phase lead angle f ¼ /Hð f Þ: It follows from Equation 2.61b that,
when a harmonic excitation is applied to a stable, linear, constant-parameter dynamic system having
frequency-response function Hð f Þ; its steady-state response will also be harmonic at the same frequency,
but with an amplification factor of lHð f Þl in its amplitude and a phase lead of /Hð f Þ: This result has been
established previously, in Section 2.2. Consequently, the frequency-response function of a stable system
can be experimentally determined using a sine-sweep test or a sine-dwell test. With these methods, a
harmonic excitation is applied as the system input, and the amplification factor and the phase-lead angle in
the corresponding response are determined at steady state. The frequency of excitation is varied
continuously for a sine sweep and in steps for a sine dwell. The sweep rate should be slow enough, and the
dwell times should be long enough, to guarantee steady-state conditions at the output. The pair of plots of
lHð f Þl and /Hð f Þ against f completely represent the complex frequency-response function, and are Bode
plots or Bode diagrams, as noted earlier. In Bode plots, logarithmic scales are normally used for both
frequency f and magnitude lHð f Þl:
Impulse Response
The impulse-response function of a system can be obtained by taking the inverse Laplace transform of the
system transfer function. For example, consider the damped simple oscillator given by the normalized
transfer function:
HðsÞ ¼
v2
n
s2 þ 2zvns þ v2
n ð2:62Þ
The characteristic equation of this system is given by
s2 þ 2zvns þ v2
n ¼ 0 ð2:63Þ
The eigenvalues (poles) are given by its roots. Three possible cases exist, as given below.
Case 1: ðz < 1Þ
This is the case of complex eigenvalues l1 and l2: Since the coefficients of the characteristic equation are
real, the complex roots should occur in conjugate pairs. Hence,
l1; l2 ¼ 2zvn ^ jvd ð2:64Þ
in which
vd ¼
ffiffiffiffiffiffiffiffi
1 2 z2
q
vn ð2:65Þ
is the damped natural frequency.
Case 2: ðz > 1Þ
This case corresponds to real and unequal eigenvalues,
l1; l2 ¼ 2zvn ^
ffiffiffiffiffiffiffiffi
z2 2 1
q
vn ¼ 2a; 2b ð2:66Þ
with a – b; in which
ab ¼ v2
n ð2:67Þ
2-18 Vibration and Shock Handbook
© 2005 by Taylor & Francis Group, LLC
and
a þ b ¼ 2zvn ð2:68Þ
Case 3: ðz 5 1Þ
In this case, the eigenvalues are real and equal:
l1 ¼ l2 ¼ 2vn ð2:69Þ
In all three cases, the real parts of the eigenvalues are negative. Consequently, these second-order
systems of a damped simple oscillator are always stable.
The impulse-response functions hðtÞ corresponding to these three cases are determined by taking
the inverse Laplace transform (Table 2.1) of Equation 2.62 for z , 1; z . 1; and z ¼ 1; respectively. The
following results are obtained:
yimpulseðtÞ ¼ hðtÞ ¼
ffiffivffiffinffiffiffiffi
1 2 z2
p expð2zvntÞ sin vdt for z , 1 ð2:70aÞ
yimpulseðtÞ ¼ hðtÞ ¼
ab
ðb 2 aÞ ½expð2atÞ 2 expð2btÞ for z . 1 ð2:70bÞ
yimpulseðtÞ ¼ hðtÞ ¼ v2
nt expð2vntÞ for z ¼ 1 ð2:70cÞ
Step Response
Unit-step function is defined by
UðtÞ ¼
(
1 for t . 0
0 for t # 0 ð2:71Þ
Unit-impulse function dðtÞ may be interpreted as the time derivative of UðtÞ; thus,
dðtÞ ¼
dUðtÞ
dt ð2:72Þ
Note that Equation 2.72 re-establishes the fact that for non-dimensional UðtÞ; the dimension of
dðtÞ is (time)21. Since LUðtÞ ¼ 1=s (see Table 2.1), the unit-step response of the dynamic system
(Equation 2.62) can be obtained by taking the inverse Laplace transform of
YstepðsÞ ¼
1
s
v2
n
ðs2 þ 2zvns þ v2
nÞ ð2:73Þ
which follows from Equation 2.73.
To facilitate using Table 2.1, partial fractions of Equation 2.73 are determined in the form
a1
s þ
a2 þ a3s
ðs2 þ 2zvns þ v2
nÞ
in which the constants a1; a2; and a3 are determined by comparing the numerator polynomial; thus,
v2
n ¼ a1ðs2 þ 2dvns þ v2
nÞ þ sða2 þ a3sÞ
Then a1 ¼ 1; a2 ¼ 22zvn; and a3 ¼ 1:
The following results are obtained:
ystepðtÞ ¼ 1 2
1 ffiffiffiffiffiffiffiffi
1 2 z2
p expð2zvntÞ sinðvdt þ fÞ for z , 1 ð2:74aÞ
ystep ¼ 1 2
1
ðb 2 aÞ ½b expð2atÞ 2 a expð2btÞ for z . 1 ð2:74bÞ
ystep ¼ 1 2 ðvnt þ 1Þ expð2vntÞ for z ¼ 1 ð2:74cÞ
In Equation 2.74c,
cos f ¼ z ð2:75Þ
Frequency-Domain Analysis 2-19
© 2005 by Taylor & Francis Group, LLC
Transfer Function Matrix
Consider the state-space model of a linear dynamic system as given by
x_ ¼ Ax þ Bu ð2:76aÞ
y ¼ Cx þ Du ð2:76bÞ
where, x ¼ the nth order state vector, u ¼ the rth order input vector, y ¼ the mth order output vector,
A ¼ the system matrix, B ¼ the input gain matrix, C ¼ the output (measurement) gain matrix, and
D ¼ the feedforward gain matrix. We can express the input – output relation between u and y; in the
Laplace domain, by a transfer function matrix of the order m £ r:
To obtain this relation, let us Laplace transform the Equations 2.76a and 2.76b and use zero initial
conditions for x; thus,
sXðsÞ ¼ AXðsÞ þ BUðsÞ ð2:77aÞ
YðsÞ ¼ CXðsÞ þ DUðsÞ ð2:77bÞ
From Equation 2.77a it follows that,
XðsÞ ¼ ðsI 2 AÞ21B þ UðsÞ ð2:78Þ
in which I is the nth order identity matrix. By substituting Equation 2.78 into Equation 2.77b, we obtain
the transfer relation
YðsÞ ¼ ½CðsI 2 AÞ21B þ DUðsÞ ð2:79aÞ
or
YðsÞ ¼ GðsÞUðsÞ ð2:79bÞ
The transfer-function matrix GðsÞ is an m £ r matrix given by
GðsÞ ¼ CðsI 2 AÞ21B þ D ð2:80Þ
In practical systems with dynamic delay, the excitation uðtÞ is not fed forward into the response y:
Consequently, D ¼ 0 for systems that we normally encounter. For such systems
GðsÞ ¼ CðsI 2 AÞ21B ð2:81Þ
Several examples are given now to illustrate the approaches of obtaining transfer function models
when the time domain differential equation models are given, and to indicate some uses of a transfer
function model. Some useful results in the frequency domain are summarized in Box 2.2.
Example 2.2
Consider the simple oscillator equation given by
my€ þ by_ þ ky ¼ kuðtÞ ðiÞ
Note that uðtÞ can be interpreted as a displacement input (e.g., support motion) or kuðtÞ can be
interpreted as the input force applied to the mass. Take the Laplace transform of the system equation (i)
with zero initial conditions; thus,
ðms2 þ bs þ kÞY ðsÞ ¼ kUðsÞ ðiiÞ
The corresponding transfer function is
GðsÞ ¼
Y ðsÞ
U ðsÞ ¼
k
ms2 þ bs þ k ðiiiÞ
2-20 Vibration and Shock Handbook
© 2005 by Taylor & Francis Group, LLC
Box 2.2
USEFUL FREQUENCY-DOMAIN RESULTS
Laplace Transform (L):
FðsÞ ¼
ða
0
f ðtÞ expð2stÞdt
Fourier Transform ðF):
FðjvÞ ¼
ða
21
f ðtÞ expð2jvtÞdt
Note: May use FðvÞ to denote FðjvÞ
Note: Set s ¼ jv ¼ j2p f to convert Laplace results into Fourier results.
v ¼ angular frequency (rad/sec)
f ¼ cyclic frequency (cps or Hz)
Transfer function HðsÞ ¼ output
input in Laplace domain; with zero initial conditions:
Frequency transfer function (or frequency-response function) ¼ HðjvÞ
Note: Notation ðGðsÞÞ is also used to denote a system transfer function
Note:
HðsÞ ¼ LhðtÞ
hðtÞ ¼ impulse-response function ¼ response to a unit impulse input.
Frequency response:
Y ðjvÞ ¼ HðjvÞU ðjvÞ
where
UðjvÞ ¼ Fourier spectrum of input uðtÞ
Y ðjvÞ ¼ Fourier spectrum of output yðtÞ
Note:
lHðjvÞl ¼ response amplification for a harmonic excitation of frequency v
/HðjvÞ ¼ response phase “lead” for a harmonic excitation
Multivariable Systems:
State-Space Model:
x_ ¼ Ax þ Bu
y ¼ Cx þ Du
Transfer-Matrix Model:
YðsÞ ¼ GðsÞUðsÞ
where
GðsÞ ¼ CðsI 2 AÞ21B þ D
Frequency-Domain Analysis 2-21
© 2005 by Taylor & Francis Group, LLC
or, in terms of the undamped natural frequency vn and the damping ratio z; where v2
n ¼ k=m and
2zvn ¼ b=m; the transfer function is given by
GðsÞ ¼
v2
n
s2 þ 2zvns þ v2
n ðivÞ
This is the transfer function corresponding to the displacement output. It follows that the output
velocity transfer function is
sY ðsÞ
U ðsÞ ¼ sGðsÞ ¼
sv2
n
s2 þ 2zvns þ v2
n ðvÞ
and the output acceleration transfer function is
s2Y ðsÞ
UðsÞ ¼ s2GðsÞ ¼
s2v2
n
s2 þ 2zvns þ v2
n ðviÞ
In the output acceleration transfer function, we have m ¼ n ¼ 2: This means that if the acceleration of
the mass that is caused by an applied force is measured, the input (applied force) is instantly felt by the
acceleration. This corresponds to a feedforward action of the input excitation or a lack of dynamic delay.
For example, this is the primary mechanism through which road disturbances are felt inside a vehicle that
has very hard suspension.
Example 2.3
Again let us consider the simple oscillator differential equation
y€ þ 2zvny_ þv2
ny ¼ v2
nuðtÞ ðiÞ
By defining the state variables as
x ¼ ½x1; x2T ¼ ½y; y_T ðiiÞ
a state model for this system can be expressed as
x_ ¼
0 1
2v2
n 22zvn
" #
x þ
0
v2
n
" #
uðtÞ ðiiiÞ
If we consider both displacement and velocity as outputs, we have
y ¼ x ðivÞ
Note that the output gain matrix C is the identity matrix in this case. From Equation 2.79b and
Equation 2.81 it follows that:
YðsÞ ¼
s 21
v2
n s þ 2zvn
" #21 0
v2
n
" #
UðsÞ ðvÞ
YðsÞ ¼
1
½s2 þ 2zvns þ v2
n
s þ 2zvn 1
2v2
n s
" #
0
v2
n
" #
U ðsÞ
YðsÞ ¼
1
½s2 þ 2zvns þ v2
n
v2
n
sv2
n
" #
UðsÞ ðviÞ
The transfer function matrix is
GðsÞ ¼
v2
n=DðsÞ
sv2
n=DðsÞ
" #
ðviiÞ
2-22 Vibration and Shock Handbook
© 2005 by Taylor & Francis Group, LLC
in which DðsÞ ¼ s2 þ 2zvns þ v2
n is the characteristic polynomial of the system. The first element in
the only column in GðsÞ is the displacement-response transfer function and the second element is
the velocity-response transfer function. These results agree with the expressions obtained in the
previous example.
Now, let us consider the acceleration y€ as an output and denote it by y3: It is clear from the system
equation (i) that
y3 ¼ y€ ¼ 22zvny_ 2v2
ny þ v2
n uðtÞ ðviiiÞ
or, in terms of the state variables,
y3 ¼ 22zvnx2 2 v2
nx1 þ v2
nuðtÞ ðixÞ
Note that this output explicitly contains the input variable. The feedforward situation implies that the
matrix D is non-zero for the output y3: Now,
Y3ðsÞ ¼ 22zvnX2ðsÞ 2 v2
nX1ðsÞ þ v2
nU ðsÞ ¼ 22zvn
sv2
n
DðsÞ
UðsÞ 2 v2
n
v2
n
DðsÞ
UðsÞ þ v2
nU ðsÞ
which simplifies to
Y3ðsÞ ¼
s2v2
n
DðsÞ
U ðsÞ ðxÞ
This again confirms the result for the acceleration output transfer function that was obtained in the
previous example.
Example 2.4
(a) Briefly explain an approach that you could use to measure the resonant frequency of a
mechanical system. Do you expect this measured frequency to depend on whether displacement,
velocity, or acceleration is used as the response variable? Justify your answer.
(b) A vibration test setup is schematically shown in Figure 2.7.
In this experiment, a mechanical load is excited by a linear motor and its acceleration response is
measured by an accelerometer and charge amplifier combination. The force applied to the load by the
linear motor is also measured, using a force sensor (strain-gauge type). The frequency-response function
acceleration/force is determined from the sensor signals, using a spectrum analyzer.
Acceleration
a
b
k
Force
f(t)
Mass m
Mechanical
Load
Linear
Motor
Instrumentation
Charge
Amplifier
Spectrum
Analyzer
f
a Accelerometer
Force
Sensor
FIGURE 2.7 Measurement of the acceleration spectrum of a mechanical system.
Frequency-Domain Analysis 2-23
© 2005 by Taylor & Francis Group, LLC
Suppose that the mechanical load is approximated by a damped oscillator with mass m; stiffness k; and
damping constant b; as shown in Figure 2.7. If the force applied to this load is f ðtÞ and the displacement
in the same direction is y; show that the equation of motion of the system is given by
my€ þ by_ þ ky ¼ f ðtÞ
Obtain an expression for the acceleration frequency-response function GðjvÞ in the frequency domain,
with excitation frequency v as the independent variable. Note that the applied force f is the excitation
input and the acceleration a of the mass is the response, in this case.
Express GðjvÞ in terms of (normalized) frequency ratio r ¼ v=vn; where vn is the undamped natural
frequency.
Giving all the necessary steps, determine an expression for r at which the acceleration frequencyresponse
function will exhibit a resonant peak. What is the corresponding peak magnitude of lGl?
For what range of values of damping ratio z would such a resonant peak be possible?
Solution
(a) For a single DoF system, apply a sinusoidal forcing excitation at the DoF and measure the
displacement response at the same location. Vary the excitation frequency v in small steps, and
for each frequency at steady state determine the amplitude ratio of the (displacement
response/forcing excitation). The peak amplitude ratio will correspond to the resonance. For a
multi-DoF system, several tests may be needed, with excitations applied at different locations of
freedom and the response measured at various locations as well (see Chapters 10 and 11). In the
frequency domain we have,
lVelocity response spectruml ¼ vxlDisplacement response spectruml
lAcceleration response spectruml ¼ vxlVelocity response spectruml
It follows that the shape of the frequency-response function will depend on whether the
displacement, velocity, or acceleration is used as the response variable. Hence it is likely that the
frequency at which the peak amplification occurs (i.e., resonance) will also depend on the type of
response variable that is used.
(b) A free-body diagram of the mass element is shown in Figure 2.8.
Newton’s Second Law gives
my€ ¼ f ðtÞ 2 by_ 2 ky ðiÞ
Hence, the equation of motion is
my€ þ by_ þ ky ¼ f ðtÞ ðiiÞ
The displacement transfer function is
y
f ¼
1
ðms2 þ bs þ kÞ ðiiiÞ
Note that, for notational convenience, the same
lowercase letters are used to represent the Laplace
transforms as well as the original time-domain
variables (y and f ). The acceleration transfer
function is obtained by multiplying Equation iii
by s2: (From Table 2.1, the Laplace transform of
d=dt is s; with zero initial conditions). Hence
a
f ¼
s2
ðms2 þ bs þ kÞ ¼ GðsÞ ðivÞ
b y
y
m
k y
f (t)
FIGURE 2.8 Free-body diagram.
2-24 Vibration and Shock Handbook
© 2005 by Taylor & Francis Group, LLC
In the frequency domain, the corresponding frequency-response function is obtained by substituting jv
for s: Hence,
GðjvÞ ¼
2v2
ð2mv2 þ bjv þ kÞ ðvÞ
Divide throughout by m and use b=m ¼ 2zvn and k=m ¼ v2
n; where vn ¼ undamped natural
frequency and z ¼ damping ratio.
Then,
GðjvÞ ¼
2v2=m
ðv2
n 2 v2 þ 2jzvnvÞ ¼
2r2=m
1 2 r2 þ 2jzrr ðviÞ
where r ¼ v=vn: The magnitude of GðjvÞ gives the amplification of the acceleration signal with respect to
the forcing excitation:
lGðjvÞl ¼
r2=m ffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffi
ð1 2 r2Þ2 þ ð2zrÞ2
p ðviiÞ
Its peak value corresponds to the peak value of
pðrÞ ¼
r4
ð1 2 r2Þ2 þ ð2zrÞ2 ðviiiÞ
and gives the resonance. This occurs when dp=dr ¼ 0: Hence,
½ð1 2 r2Þ2 þ ð2zrÞ24r3 2 r4½2ð1 2 r2Þð22rÞ þ 8z2r ¼ 0
The solution is
r ¼0 or ½ð1 2 r2Þ2 þ 4z2r2 þ r2½1 2 r2 2 2z2 ¼ 0
The first result ðr ¼ 0Þ corresponds to static conditions and is ignored. Hence, the resonant peak
occurs when
ð1 2 r2Þ2 þ 4z2r2 þ r2 2 r4 2 2z2r2 ¼ 0
which has the valid root
r ¼
1 ffiffiffiffiffiffiffiffiffiffi
1 2 2z2
p ðixÞ
Note that r has to be real and positive. It follows that, for a resonance to occur we need
0 , z ,
1ffiffi
2 p
Substitute in (vii), the resonant value of r; to obtain
lGlpeak ¼
1
mð1 2 2z2 ffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiÞffiffiffiffiffiffiffiffiffiffiffiffiffi
1 2
1
1 2 2z2
2
þ
4z2
1 2 2z2
s
or
lGlpeak ¼
1
2mz
ffiffiffiffiffiffiffiffi
1 2 z2
p ðxÞ
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