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Laplace Transform T. D. Bui Concordia University

Laplace Transform - users.encs.concordia.causers.encs.concordia.ca/~bui/pdf/lecture3.pdfIs Laplace Transform Useful ? • Model a linear time-invariant analog system as a transfer

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Page 1: Laplace Transform - users.encs.concordia.causers.encs.concordia.ca/~bui/pdf/lecture3.pdfIs Laplace Transform Useful ? • Model a linear time-invariant analog system as a transfer

Laplace Transform

T. D. Bui

Concordia University

Page 2: Laplace Transform - users.encs.concordia.causers.encs.concordia.ca/~bui/pdf/lecture3.pdfIs Laplace Transform Useful ? • Model a linear time-invariant analog system as a transfer

• The Laplace transform of a function f(t) is defined as:

• The inverse Laplace transform is defined as:

where and the value of σ is determined by the singularities of F(s). And

dtetftfsF st−∞

∫==0

)()]([)( l

dsesFj

sFtfj

j

st

∫∞+

∞−

− ==σ

σπ)(

2

1)]([)( 1

l

1−=j

∫≡≡t

dtsdt

ds

0

1 ,

Page 3: Laplace Transform - users.encs.concordia.causers.encs.concordia.ca/~bui/pdf/lecture3.pdfIs Laplace Transform Useful ? • Model a linear time-invariant analog system as a transfer

Is Laplace Transform Useful ?

• Model a linear time-invariant analog system as a transfer function.

• In control theory, Laplace transform converts linear differential equations into algebraic equations.

• This is much easier to manipulate and analyze.

Page 4: Laplace Transform - users.encs.concordia.causers.encs.concordia.ca/~bui/pdf/lecture3.pdfIs Laplace Transform Useful ? • Model a linear time-invariant analog system as a transfer

An Example

• The Laplace transform of can be obtained by:

ate−

asas

edtedteesF

tastsastat

+=

+−=== ∞

+−∞+−−

∞−

∫∫1

|)( 0

)(

0

)(

0

Page 5: Laplace Transform - users.encs.concordia.causers.encs.concordia.ca/~bui/pdf/lecture3.pdfIs Laplace Transform Useful ? • Model a linear time-invariant analog system as a transfer

Linearity property

• These are useful properties:

)()()]([)]([)]()([

)()]([)]([

212121 sFsFtftftftf

skFtfktkf

+=+=+==

lll

ll

Page 6: Laplace Transform - users.encs.concordia.causers.encs.concordia.ca/~bui/pdf/lecture3.pdfIs Laplace Transform Useful ? • Model a linear time-invariant analog system as a transfer

Laplace TransformTime function f(t)Name

(s2-b2) /(s2+b2)2t cos(bt)Diverging cosine

2bs/(s2+b2)2t sin(bt)Diverging sine

(s+a)/((s+a)2+b2)e-at cos(bt)Damped cosine

b/((s+a)2+b2)e-at sin(bt)Damped sine

s/(s2+b2)cos(bt)Cosine

b/(s2+b2)sin(bt)Sine

n!/(s+a)n+1t n e-atnth-Order exponential

1/(s+a)e-atExponential

n!/sn+1t nnth-Order ramp

1/s2tUnit ramp

1/su(t)Unit Step

1δ(t)Unit Impulse

Page 7: Laplace Transform - users.encs.concordia.causers.encs.concordia.ca/~bui/pdf/lecture3.pdfIs Laplace Transform Useful ? • Model a linear time-invariant analog system as a transfer

Find the Laplace transform of f(t)=5u(t)+3e -2t.

• Solution:

)2(

108

2

35)(

2

3][3]3[

5)]([5)](5[

22

++=

++=

+==

==

−−

ss

s

sssF

see

stutu

ttll

ll

Page 8: Laplace Transform - users.encs.concordia.causers.encs.concordia.ca/~bui/pdf/lecture3.pdfIs Laplace Transform Useful ? • Model a linear time-invariant analog system as a transfer

Find the inverse Laplace transform of F(s)=5/(s2+3s+2).

Solution:

)()55()]([

:have weSo2

5

1

5)(

5|1

5|)()2(

5|2

5|)()1(

2123

5)(

21

222

111

212

tueesF

sssF

ssFsk

ssFsk

s

k

s

k

sssF

tt

ss

ss

−−−

−=−=

−=−=

−=

+−+

+=

−=+

=+=

=+

=+=

++

+=

++=

l

Page 9: Laplace Transform - users.encs.concordia.causers.encs.concordia.ca/~bui/pdf/lecture3.pdfIs Laplace Transform Useful ? • Model a linear time-invariant analog system as a transfer

Find the inverse Laplace transform of F(s)=(2s+3)/(s3+2s2+s).

• Solution:

tt

s

ss

ss

ss

teetf

ssssF

s

ssk

s

s

ds

dsFs

ds

dk

s

ssFsk

s

sssFk

s

k

s

k

s

ksF

−−

−=

−=−=

−=−=

==

−−=+−+

+−+=

−=−−=+−=

+=+−

=

−=+=+=

=++==

++

++=

33)(

)1(

1

1

33)(

31

12|

)1)(32()2(

|]32

[|)]()1[()!12(

1

1|32

|)()1(

3|)1(

32|)(

)1(1)(

2

1221

112

21

112

22

0201

222211

Page 10: Laplace Transform - users.encs.concordia.causers.encs.concordia.ca/~bui/pdf/lecture3.pdfIs Laplace Transform Useful ? • Model a linear time-invariant analog system as a transfer

Find the inverse Laplace transform ofF(s)=10/(s3+4s2+9s+10).

• This problem has complex poles.

)4.1532cos(23.22)(

4.153/118.1)90/4)(4.63/236.2(

10

)4)(21(

10

)2121)(221(

10

|)21)(2(

10)()21(

2|4)1(

10|)()2(

21212)(

]2)1)[(2(

10

1094

10)(

2

2

2

212

2221

*221

2223

ott

ooo

js

ss

teetf

k

jjjjjk

jsssFjsk

ssFsk

js

k

js

k

s

ksF

ssssssF

−+=

=−−

=

−−=

−+−−+−−=

−++=++=

=++

=+=

−++

+++

+=

+++=

+++=

−−

−−=

−=−=

Page 11: Laplace Transform - users.encs.concordia.causers.encs.concordia.ca/~bui/pdf/lecture3.pdfIs Laplace Transform Useful ? • Model a linear time-invariant analog system as a transfer

Laplace Transform Theorems

τττ

τττ

ττ

dtffsFsF

dftfsFsF

asFtfe

sFettuttf

s

sFdf

ffssFsdt

fd

fssFdt

df

t

t

at

st

t

nnnn

n

)()()]()([:integral nalConvolutio

)()()]()([:integral nalConvolutio

)()]([:hiftFrequencyS

)()]()([:Shifting

)(])([ :Integral

)0(...)0()(][

)0()(][ :Derivative

2

0

1211

2

0

1211

00

0

11

0

−=

−=

+=

=−−

=

−−=

−=

+−+−

+

l

l

l

l

l

l

l

Page 12: Laplace Transform - users.encs.concordia.causers.encs.concordia.ca/~bui/pdf/lecture3.pdfIs Laplace Transform Useful ? • Model a linear time-invariant analog system as a transfer

Laplace transforms of the differential equations in Lecture #2

• Resistance circuit:

• Inductance circuit:

RsIsV

Rtitv

)()(

)()(

==

))0()(()(

)()(

+−=

=

issILsV

dt

tdiLtv

Page 13: Laplace Transform - users.encs.concordia.causers.encs.concordia.ca/~bui/pdf/lecture3.pdfIs Laplace Transform Useful ? • Model a linear time-invariant analog system as a transfer

• Capacitance circuit:

s

v

s

sI

CsV

vdiC

tvt

)0()(1)(

)0()(1

)(0

+=

+= ∫ ττ

Page 14: Laplace Transform - users.encs.concordia.causers.encs.concordia.ca/~bui/pdf/lecture3.pdfIs Laplace Transform Useful ? • Model a linear time-invariant analog system as a transfer

• Kirchkoff’s Laws:

)()(1

)(

)()(1

)()(

)()(1

)(

)()(1

)()(

2

1

0

0

2

21

22

121

sVs

sI

CsIR

sVs

sI

CsIRsIR

tvdiC

tiR

tvdiC

tiRtiR

t

t

=+

=++

=+

=++

ττ

ττ

Page 15: Laplace Transform - users.encs.concordia.causers.encs.concordia.ca/~bui/pdf/lecture3.pdfIs Laplace Transform Useful ? • Model a linear time-invariant analog system as a transfer

• R-L series circuit, step voltage:

• At the moment the switch is closed I=0.

• E = step voltage

s

EsRIissIL

EtRidt

tdiL

=+−

=+

+ )())0()((

)()(

Page 16: Laplace Transform - users.encs.concordia.causers.encs.concordia.ca/~bui/pdf/lecture3.pdfIs Laplace Transform Useful ? • Model a linear time-invariant analog system as a transfer

• R-L series circuit, impulse voltage source:

• R-C circuit step voltage source:

0))0()(()(

0)(

)(

=−+

=+

+issILsRI

dt

tdiLtRi

s

sI

CsRI

s

E

dttiC

tRitEu

)(1)(

)(1

)()(

+=

+= ∫

Page 17: Laplace Transform - users.encs.concordia.causers.encs.concordia.ca/~bui/pdf/lecture3.pdfIs Laplace Transform Useful ? • Model a linear time-invariant analog system as a transfer

• R-C circuit , impulse voltage source:

• R-L-C series circuit, impulse voltage source:

0)(1

)(

0)(1

)(

=+

=+ ∫

s

sI

CsRI

dttiC

tRi

0)(1

))0()(()(

0)(1)(

)(

=+−+

=++

+

s

sI

CissILsRI

dttiCdt

tdiLtRi

Page 18: Laplace Transform - users.encs.concordia.causers.encs.concordia.ca/~bui/pdf/lecture3.pdfIs Laplace Transform Useful ? • Model a linear time-invariant analog system as a transfer

• Model of an RLC circuit:

• Model of a mass-spring-damper system:

)()(1

))0()(()(

)()(1)()(

0

sIs

sV

LvssVC

Rs

sV

tidttvLdt

tdvC

R

tv t

=+−+

=++

+

)())0()(()())0(')0()((

)()(

)()(

2

2

2

sKXxssXBsFxsxsXsM

tKxdt

tdxBtf

dt

txdM

−−−=−−

−−=

+

Page 19: Laplace Transform - users.encs.concordia.causers.encs.concordia.ca/~bui/pdf/lecture3.pdfIs Laplace Transform Useful ? • Model a linear time-invariant analog system as a transfer

• Simplified automobile suspension system:

)())()((

)]0()()0()([)()]0(')0()([

))()((

)]0()()0()([)]0(')0()([

)())()(())()(

()()(

))()(())()(

()(

22121

11222222

2

211

22111112

1

21212

22

2

2121

21

2

212

11

sXKsXsXK

xssXxssXBsFxsxsXsM

sXsXK

xssXxssXBxsxsXsM

txKtxtxKdt

tdx

dt

tdxBtf

dt

txdM

txtxKdt

tdx

dt

tdxB

dt

txdM

−−−+−−−=−−

−−+−−−=−−

−−−−−=

−−−−=

Page 20: Laplace Transform - users.encs.concordia.causers.encs.concordia.ca/~bui/pdf/lecture3.pdfIs Laplace Transform Useful ? • Model a linear time-invariant analog system as a transfer

• Model of a torsional pendulum (pendulum in clocks inside

glass dome);

Moment of inertia of pendulum bob denoted by J

Friction between the bob and air by B

Elastance of the brass suspension strip by K

)()]0()([)()]0()0()([

)()(

)()(

'2

2

2

sKssBssssJ

tKdt

tdBt

dt

tdJ

Θ−−Θ−=−−Θ

−−=

θτθθ

θθτθ

Page 21: Laplace Transform - users.encs.concordia.causers.encs.concordia.ca/~bui/pdf/lecture3.pdfIs Laplace Transform Useful ? • Model a linear time-invariant analog system as a transfer

• Model of electromechanical systems.

• Model of a servomotor:

)]0()([)(

)]0()([)]0()0()([

)()()(

21

'2

212

2

θθθθ

θθθ

−Θ−=−Θ+−−Θ

−=+

ssksEk

ssBsssJ

dt

dktek

dt

tdB

dt

tdJ

a

a