MATH 3150: PDE FOR ENGINEERS FINAL EXAM (VERSION D)

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MATH 3150: PDE FOR ENGINEERS

FINAL EXAM (VERSION D)

1 . Consider the heat equation in a wire whose diffusivity varies over time:

∂u

∂t

∂ 2 u

= k ( t )

∂x 2 where k ( t ) is some positive function of time. Assume the wire is infinitely long in both directions.

(a) Find the general solution to the heat equation in the form of convolution u ( x, t ) = G ( x, t ) ∗ u ( x, 0) and

(b) write out explicitly the function G ( x, t ) in terms of

Hint: the ordinary differential equation

R t k ( t ) dt and x .

0 dZ

= A ( t ) Z ( t ) dt has solution

Z ( t ) = e

R t

0

A ( t ) dt

Z (0) .

(c) Calculate G ( x, t ) for k ( t ) = e

− t an exponentially decaying diffusivity.

Solution:

(a) Let a ( t ) =

1

R t

0 k ( t ) dt

.

Then

G ( x, t ) = r a ( t ) e

− a ( t ) x

2

/ 4

.

2

(b) a ( t ) =

1

R t

0 e − t dt

1

=

1 − e − t so that

G ( x, t ) = s

1

2(1 − e − t ) e

− x

2

/ 4(1 − e

− t

)

.

2 .

f ( x ) =

( x 0 ≤ x < π

− x − π ≤ x < 0 and f ( x ) has period 2 π .

(a) Draw the graph of f ( x ), including at least two periods in your graph.

Date : May 9, 2002.

1

2 MATH 3150: PDE FOR ENGINEERS FINAL EXAM (VERSION D)

(b) Calculate the real Fourier amplitudes a m and b m of f ( x ). Hint:

Z x cos x dx = cos x + x sin x .

(c) Find the energy of f ( x ).

(d) In the form of a fraction, find the total percentage of energy contained among the amplitudes a

0

, a

1

, b

1

, a

2

, b

2

. Do not use any decimal approximations.

(e) Show that over 95% of the energy is stored among the amplitudes a

0

, a

1

, b

1

, a

2

, b

2

. Hint: π 4

Solution:

∼ 97 .

(a) See figure 2a on the facing page.

(b) Because the function is even, b m

= 0.

a

0

= f rac 1 L

Z

L

0 f ( x ) dx

1 Z

π

= x dx

=

π

π

.

2

0

(c) a m

=

=

2 Z

0

L

πmx

L

2

0

Z

π f ( x ) cos

L x cos ( mx ) dx

π

=

=

2

(( − 1) m

πm 2

(

− 4

πm 2 if

− m

1) is odd

0 if m is even dx so a

2 k +2

= 0 while a

2 k +1

4

= −

π (2 k + 1) 2

.

Thus f ( x ) =

π

2

4

π

1 cos( x ) +

3 2 cos(3 x ) +

1

5 2 cos(5 x ) + . . .

.

k f k 2

Z

T / 2

= f ( x )

2 dx

= 2

− T / 2

Z

π x

2 dx

0

= 2

π 3

.

3

MATH 3150: PDE FOR ENGINEERS FINAL EXAM (VERSION D) 3

3

2.5

2

1.5

0.5

1

–8 –6 –4 –2

0

2 4 x

6 8

4 MATH 3150: PDE FOR ENGINEERS FINAL EXAM (VERSION D)

(d)

T a

2

0

+

T

2 a

2

1

+ b k f k 2

2

1

+ a

2

2

+ b

2

2

=

2 π ( π/ 2)

2

+ π

16

π 2

(1 + 0 + 0 + 0)

2 π 3 / 3

=

π 3 / 2 +

2 π 3 / 3

16

π

=

3

4

+

24

π 4

(e)

3

4

+

24

π 4

>

=

3

+

4

3

+

4

75

100

99

24

97

24

100

24

+

100

=

100

= 99% .

3 . True or false: the Fourier transform of the function f ( x ) =

( e

−| x |

0 if − 1 ≤ otherwise x ≤ 1 is f

ˆ

( ω ) =

1

1 + ω 2

.

Solution: False.

4 . Calculate the kernel K ( x, t ) for the heat equation with convection

∂u

∂t

= k

∂u

∂x

+ c

2

∂ 2 u

∂x 2 where c and k are constants, so that the solution of the heat equation with convection will be u ( x, t ) = √

1

2 π

Z

−∞ u ( s, 0) K ( x − s, t ) ds.

It might help to know the integral:

1

2 π

Z

−∞ e

− ap

2 e ipx dp = √

1

2 a e

− x

2

/ 4 a where a is any constant.

Solution:

∂ ˆ

= kip − c

2 p

2

∂t so that

ˆ ( p, t ) = e t ( kip − c

2 p

2

)

ˆ ( p, 0) and u ( x, t ) = F

− 1 e t ( kip − c

2 p

2

) ∗ u ( x, 0) .

MATH 3150: PDE FOR ENGINEERS FINAL EXAM (VERSION D) 5

So

K ( x, t ) = F − 1 e t ( kip − c

2 p

2

)

= √

1

2 π

= √

1

2 π

Z

∞ dp

−∞

Z

∞ e

− tc

2 p

2 e ip ( x + tk ) dp

−∞ e

− tc

2 p

2 e tkip e ipx

= √

1

2 tc 2 e

− ( x + tk )

2

/ 4 tc

2

.

5 . Expand the function f ( x ) = arctan x in a Taylor expansion to four terms about x = 0. Hint: f

0

( x ) =

1

1 + x 2

= 1 − x

2

+ x

4

− x

6

+ . . .

(a geometric series), and the Taylor expansion is f ( x ) = f (0) + f

0

(0) x +

1!

f

00

(0) x

2

2!

+ · · ·

Solution: f ( x ) = x − x 3

+

3 x 5

5 x 7

7

+ . . . .

6 . Take a disk of unit radius and heat the right half of the edge of the disk to 1 o and the left half of the edge to 0 o . Let the disk sit with these temperatures on its edges for a long time, until it reaches a steady state. Center the disk at origin of coordinates. Draw a graph of u as a function of radius r at

θ = 0, from r = 0 to r = 1, clearly labelling the maximum and minimum values on the vertical axis. Hint: recall that if we write the temperature of the edge of the disk as f ( θ ) , and write the Fourier amplitudes of f ( θ ) as a b a

0

= m m

=

=

1 Z

− π

π f ( θ ) dθ

2 π

1

− π

Z

π f ( θ ) cos( mθ ) dθ

π

1 Z

π f ( θ ) sin( mθ ) dθ

π

− π then the steady state temperature inside the plate, in polar coordinates, is u ( r, θ ) = a

0

+

X r m

( a m cos ( mθ ) + b m sin ( mθ )) m =1

Hint: now compare with the last problem.

Solution: The function is f ( θ ) =

(

1 if − π/ 2 < θ < π/ 2

0 otherwise.

6 MATH 3150: PDE FOR ENGINEERS FINAL EXAM (VERSION D)

It Fourier coefficients are a a

0

=

1 m

=

2

1 Z

π/ 2 cos( mθ ) dθ

π

− π/ 2

=

2

πm

1

 if m = 1 + 4 k, k = 0 , 1 , 2 , . . .

− 1 if m = 3 + 4 k, k = 0 , 1 , 2 , . . .

 0 if m is even.

b m

= 0

(since f ( θ ) is even). Thus u ( r, θ ) =

1

2

2

+

π

X k =0 r

1+4 k

1

1 + 4 k cos ((1 + 4 k ) θ ) − r

3+4 k

1

3 + 4 k cos ((3 + 4 k ) θ ) .

Plugging in θ = 0 gives u ( r, θ ) =

1

2

+

2

π r − r

3

3

=

1

2

+

2

π arctan( r ) .

+ r 5

5

− r 7

7

+ . . .

The graph is drawn in figure 6 on the next page.

7 . Take a function f ( x ) with period T and form the function g ( x ) = f ( ax ) for some constant a . The period of g ( x ) is

(a) aT

(b) T /a

(c) 2 π

(d) 2 πa/T

(e) none of the above.

The energy of g ( x ) is related to the energy of f ( x ) by

(a) E ( g ) = E ( f )

(b) E ( g ) = a 2 E ( f )

(c) E ( g ) = aE ( f )

(d) E ( g ) =

1 a

1

E ( f )

(e) E ( g ) = a 2

E ( f )

(f ) none of the above.

Solution: ( b ) and ( d ).

8 .

(a) Suppose that u ( x, t ) satisfies the wave equation

∂ 2 u

∂t 2

= c

2

∂ 2 u

∂x 2 with u = 0 at x = 0 and x = L at all times t . Why is it true that

∂x

∂u

∂x

∂u

∂t

∂ 2 u ∂u

=

∂x 2 ∂t

+

∂u

∂x

∂ 2 u

∂x∂t

?

0.8

u

0.6

0.4

0.2

1

MATH 3150: PDE FOR ENGINEERS FINAL EXAM (VERSION D) 7

0

0.2

0.4

r

0.6

0.8

1

8 MATH 3150: PDE FOR ENGINEERS FINAL EXAM (VERSION D)

(b) Show that u ( x, t ) has constant (in time) energy, where the energy of u ( x, t ) is defined to be

1 Z

L

E =

2

0

∂u

∂t

2

+ c

2

∂u

∂x

2 !

dx.

Hint: differentiate in t , use the wave equation to get rid of

2 u

∂t 2

. Do not use any Fourier series or transforms. Do not separate variables.

Warning: this notion of energy is different from the one we studied for

Fourier series.

Solution:

(a) The chain rule for partial derivatives.

(b) dE

= dt d 1 dt 2

Z

L

0

∂u

∂t

2

+ c

2

∂u

∂x

2 !

dx

1 Z

L

=

2

Z

L

0

=

0

2

∂u

∂t

∂ 2

∂t

∂u c

2

∂t

∂ 2 u

∂x 2 u

2

+ 2 c

2

∂u

∂x

∂ 2 u

∂t∂x

+ c

2

∂u

∂x

∂ 2 u

∂t∂x dx dx

= c

2

Z

L

0

∂x

∂u

∂x

∂u

∂t dx x = L

∂u ∂u

= c

2

∂x ∂t x =0

= 0 because u = 0 at x = 0 and x = L all the time, and so its rate of change is ∂u

∂t

= 0 there too.

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