Complex Numbers - Control Systems - Lecture Slides | ME 451, Study notes of Control Systems

Material Type: Notes; Professor: Zhu; Class: Control Systems; Subject: Mechanical Engineering; University: Michigan State University; Term: Spring 2009;

Typology: Study notes

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2009 Spring ME45 1 - GGZ Page 1
Week 1-2: Math Review and Laplace Tr ansformation
Math Review
Math Review
Complex Numbers (1)
Complex Numbers (1)
Complex number: ordered pair of two real numbers
Multiplication
1 and , where, += jRyxCjyxs
Conjugate: jyxss == *
Addition:
)()( , , 212121222111 yyjxxssjyxsjyxs
+
+
+
=
+
+
=
+
=
)()( 1221212121 yxyxjyyxxss
+
+
=
22* yxss +=
pf3
pf4
pf5
pf8
pf9
pfa
pfd
pfe
pff
pf12
pf13
pf14
pf15
pf16
pf17
pf18
pf19
pf1a
pf1b
pf1c

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Download Complex Numbers - Control Systems - Lecture Slides | ME 451 and more Study notes Control Systems in PDF only on Docsity!

2009 Spring ME451 - GGZ

Page 1

Week 1-2: Math Review and Laplace Transformation

Math Review^ Math Review

Complex Numbers (1)Complex Numbers (1)

Complex number: ordered pair of two real numbers^ Multiplication

and

where

,^

j

R

y

x

C

jy

x

s

Conjugate:

jy

x

s

s

Addition:

,^

2 1 2 1 2 1 2 2 2 1 1 1

y y j x x s s

jy

x

s

jy

x

s

1 2 2 1 2 1 2 1 2 1

y x y x j y y x x s s

2

2

*^

y

x

ss

2009 Spring ME451 - GGZ

Page 2

Week 1-2: Math Review and Laplace Transformation

Math Review^ Math Review

Complex Numbers (2)Complex Numbers (2)

Euler’s identity Phase:

e j

e

e

e

j

e

j

j

j

j

j

2

sin ,

2

cos

where ,

sin

cos

θ

θ

θ

θ

θ

θ

θ

θ

θ

−^

− = + = + =

Polar form:

θ

θ

θ^

sin

cos

where

,^

r

y

r

x

re

jy

x

s

j^

Magnitude:

2

2

y

x

r

)

(

1 2

1 2

) ( 2 1 2 1 2 2 1 1 2 1

2 1

2

1

θ θ

θ θ

θ

θ

j j

j

j

e

r r

s s

e r r s s e r s e r s

y x

1

tan

θ

x

y

Re

Im

r^ θ

2009 Spring ME451 - GGZ

Page 4

Week 1-2: Math Review and Laplace Transformation

Math Review^ Math Review

Matrix OperationsMatrix Operations

  

  

  

  

22

21

12

11

22

21

12

11

and

b

b

b

b

B

a

a

a

a

A

Determinant:

12

21

22

11

det

a

a

a

a

A

=

Multiplication:

22

22

12

21

21

22

11

21

22

12

12

11

21

12

11

11

  

  

=

b a b a b a b a b a b a b a b a

AB

Inverse:

det

11

21

12

22

1

A

a

a

a

a

A

  

  

= −

2009 Spring ME451 - GGZ

Page 5

Week 1-2: Math Review and Laplace Transformation

Laplace Transform^ Laplace Transform^ Definition:

=

=

0

) (

) (

)] (

[

dt

e t f s F t f L

st

The Laplace transform (LT) of f(t) is

LT: replace ODEs as linear input-output maps

solve ODEs w/ constant coefficients

t - domain

) (

t f

s - domain

) (

s

F

L

Re

Im

t^

s

2009 Spring ME451 - GGZ

Page 7

Week 1-2: Math Review and Laplace Transformation

Laplace Transform^ Laplace Transform

Example (2)Example (2)

Example (2)

0

,

) (

=

t

t

t f

2

2

0

0

0

0

0

0

0

0

0

1

) 1

(^0) (

) 0 0 ( 1 1

)

(

)

(

1 , ) ( ) (

)] ( [

s s e s s e s

t

dt v t

u

vdt u t

dt

uv t

vdt u t

dt

uv t

e s

v t

u

dt

te

dt

e t f s F t f L

st

st

st

st

st

= − − + − = − ⋅ − − − =

  

 

∂^ ∂

∂ ∂

=

∂ ∂

∂ ∂

∂ ∂

=

  

  

− = = = = =

∞ −

∞ −

∞^

∞^

2 1

] [

)] (

[

s t L t f L

=

Q

2009 Spring ME451 - GGZ

Page 8

Week 1-2: Math Review and Laplace Transformation

Laplace Transform^ Laplace Transform

Property (1)Property (1)

Linearity

) (

) (

)] (

[

)] (

[

)] (

) (

[

s

bG

s

aF

t g

bL

t f

aL

t

bg

t

af L

=

=

)]

[

)]

[

) ( 0 ) ( 0 0

s

bG

s

aF

dt

e t g

b

dt

e t f

a

dt

e t

bg

t

af

t

bg

t

af L

s G

st

s F

st

st

∫ ∫

Proof:

2009 Spring ME451 - GGZ

Page 10

Week 1-2: Math Review and Laplace Transformation

Laplace Transform^ Laplace Transform

Property (3)Property (3)

“t” Shifting property

)]

[

then

function

step

unit

is

and

)]

[

If

s F e a t u a t f L

t u s F t f L

as

(^

)

) (

) ( ) ( ) (

) ( ) ( ) ( ) (

)]

( )

( [

0

0

)

(

0

s F

e

a t d e f e d e u f dt

e a t u a t f

dt

e a t u a t f a t u a t f L

as

s

as

a s

a

st

st

=

=

=

=

− − = − − = − −

τ τ τ τ τ τ

τ

τ

Proof:

a

t

a

t

a

t

u

a

a

t

u

t

2009 Spring ME451 - GGZ

Page 11

Week 1-2: Math Review and Laplace Transformation

Laplace Transform^ Laplace Transform

Property (4)Property (4)

Transforms of Derivatives

t t f

t f

f

s

sF

t f L s F t f L

)]

[

then , ) (

)]

[

If

Proof:

(^

)

) 0 ( ) ( ) ( ) (

)

(

)

(

) (

,

) (

)] ( [

) (

0

0

0

0

0

0

0

0

0

f

s

sF

dt

e t f s e t f

dt v t

u

vdt u t

dt

uv t

vdt u t

dt

uv t

t f

v

e

u

dt v t

u

dt

e t f t f L

s F

st

st

st

st

=      

     

=

   

  

∂^ ∂

∂ ∂

=

∂ ∂

∂ ∂

∂ ∂

=

=

=

∂ ∂

=

=

∞ −

4

3

4

2

1

&

&

)]

[

2

f

sf

s F s t f L

&&^

2009 Spring ME451 - GGZ

Page 13

Week 1-2: Math Review and Laplace Transformation

Laplace Transform^ Laplace Transform

Example (3)Example (3)

Linearity

t

t f^

)].

[

G(s)

find ,

If

2

t g L e t g

t^

]

1 [

)]

[

2

2

2

− →

− →

s

s

L

e L

s

G

s s

s s

t

]

[

Therefore

2t

s

e L

2

2

2 1 2 1 ] [ 2 ]

1 [

]

1 [

)]

[

s s s s t L L t L t f L

“s” Shifting properties:

2009 Spring ME451 - GGZ

Page 14

Week 1-2: Math Review and Laplace Transformation

Laplace Transform^ Laplace Transform

Example (4)Example (4)

Then, . 3

and ,

Let

t a t f t t f a

where

)]

[

Find

t u

t

t g

t g L

s

G

2

3

)]

[(

)]

3 ( ) 3 ( 2 [

)]

[

s

e

t u t L t u t L t g L s G

s

3

3s-

G(s)

Therefore,

e

s

“t” Shifting properties:

6

9

3 −

6 −

6 3

) ( t g

t

2009 Spring ME451 - GGZ

Page 16

Week 1-2: Math Review and Laplace Transformation

Cosine

Sine

Exponential n

th

Unit stepUnit ramp order ramp

DescriptionUnit impulse

Laplace Transform^ Laplace Transform

LT Table to rememberLT Table to remember

t f

t

1^ s

t u

t δ

)]

[

t f

L

s

F

(^112) s

n t^

!^1 + n n s

at e

a s^

(^1) −

wt

sin

2

2

w

s

w +

wt

cos

2

2

w

s

s +

2009 Spring ME451 - GGZ

Page 17

Week 1-2: Math Review and Laplace Transformation

Convolution

Transforms of integrals

Transforms of

derivatives

“s” shifting properties

Linearity

Laplace Transform^ Laplace Transform

LT PropertiesLT Properties

)]

[

)]

[

)]

[

t g

bL

t f

aL

t

bg

t

af L

)]

[

f

s

sF

t f

L

)] ( [

) (

)]

( )

( [^

t f L e s F e a t u a t f L

as

as

−^

=

=

a s s

at

t f L a s F t f e L

)]

[

)]

[

)]

[

2

f

sf

s F s t f L

&&^

M

=

=

t

t f L s s F s d f L

0

)] ( [ 1 ) ( 1 ] ) ( [

τ

τ

=

=

t

t

d t f g d t g f s G s F L

0

0

1

) ( ) ( ) ( ) (

)] ( ) ( [

τ τ τ τ τ τ

“t” shifting properties

2009 Spring ME451 - GGZ

Page 19

Week 1-2: Math Review and Laplace Transformation

Inverse Laplace Transform^ Inverse Laplace Transform

Example (1)Example (1)

)] (

[

) (

Find ,

6 1

) (

Given

1

2

3

s Y L t y s s s

s

s

Y

=

=

3 15 2

2 10 3 6 1 - 6 1 ) (

next it

discuss

will

We

2

3

4

4

4

3

4 4

4

2

1

  • − + − + = − +

=

s s s s s s

s

s

Y

t

t^

e

e

s L s L s L t y

3

2

1

1

1

15 2

10

3

6

1

] 3 1

[

15 2

] 2 1

[

10 3

] 1 [

6

1

) (

=

  • − − + − =

2009 Spring ME451 - GGZ

Page 20

Week 1-2: Math Review and Laplace Transformation

Inverse Laplace Transform^ Inverse Laplace Transform

PFE Case (1)PFE Case (1)

C

A, B

s

C

s

B

A s

s

s s

s

s

Y

and ,

Find , 3

2

) 3

)( 2

(

1

) (

    • − + = + −

=

) 2 ( ) 3 ( ) 3

)( 2

(

1

− + + + + − = + ⇒ s

Cs

s

Bs

s

s

A

s

PFE: Partial Fraction Expansions

A way to expand general rational functions into forms thatappears in the LT table

Case 1: real and distinct roots

15

2

) 5

)( 3 (

2

; 3

10 3

) 5 )( 2 (

3

; 2

6

1

) 3 )( 2 (

1

; 0

− = ⇒ − − = − − =

=

=

− = ⇒ − = =

C

C

s

B

B

s

A

A

s