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ENGG2013 Unit 23 First-order Differential Equations Apr, 2011.

ENGG2013 Unit 23 First-order Differential Equations Apr, 2011

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Page 1: ENGG2013 Unit 23 First-order Differential Equations Apr, 2011

ENGG2013 Unit 23

First-orderDifferential Equations

Apr, 2011.

Page 2: ENGG2013 Unit 23 First-order Differential Equations Apr, 2011

Yesterday

• Independent variable, dependent variable and parameters

• Initial conditions• General solution• Direction field• Autonomous differential equations.

– Phase line• Equilibrium

– Stable and unstable

Page 3: ENGG2013 Unit 23 First-order Differential Equations Apr, 2011

The initial value problem

• Given a differential equation,

and some initial condition x(0) = x0,

find a function x(t) satisfying the differential equation and the initial condition.

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A function in x’, x and t

Page 4: ENGG2013 Unit 23 First-order Differential Equations Apr, 2011

Discharging a capacitor through a resistor

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• Initial voltage across the capacitor is V0.

• The switch is closed at t = 0.• Voltage drop is proportional to

electric charge in capacitor.V(t) = Q(t) / CV’(t) = i(t) / C

• Voltage drop at resistor is directly proportional to current.

V(t) R = i(t)

V0

+

i(t)

V’(t) = –V/(RC)V(0) = V0.

Autonomous first-order DE

Page 5: ENGG2013 Unit 23 First-order Differential Equations Apr, 2011

Population model for bacteria

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• Bacteria reproduce by binary fission.• The rate of change of the population P(t) is

proportional to the size of population:dP/dt = k P

where k is a positive proportionality constant.

Autonomous first-order DE

http://en.wikipedia.org/w

iki/Bacteri

a

Page 6: ENGG2013 Unit 23 First-order Differential Equations Apr, 2011

Radioactive decay• Radioactive decay is the process

by which an atomic nucleus of anunstable atom loses energy by emitting ionizing particles.

• The number of decay events is proportional tothe number of atoms present.

• Let N(t) be the number of radioactive atomat time t.

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http://en.wikipedia.org/w

iki/Radioactive_deca

y

Proportionalityconstant

Autonomous first-order DE

Page 7: ENGG2013 Unit 23 First-order Differential Equations Apr, 2011

Phase line for x’ = kx

• k>0

• k<0

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x

Phase line

0 x

Unstable equilibrium

x

Phase line

0x

Stable equilibrium

Page 8: ENGG2013 Unit 23 First-order Differential Equations Apr, 2011

The parameter a in x’ = ax• Three types of behaviour

– a > 0, exponential growth– a = 0, constant solution– a < 0, exponential decrease

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0 1 2 3 4 5 6 7 8 90

0.5

1

1.5

2

2.5

3

3.5

4

4.5

5

t

x a=0

0 1 2 3 4 5 6 7 8 90

0.5

1

1.5

2

2.5

3

3.5

4

4.5

5

a<0

0 1 2 3 4 5 6 7 8 90

5

10

15

20

25

30

35

a>0

Page 9: ENGG2013 Unit 23 First-order Differential Equations Apr, 2011

General Solution to x’=kx

• Each function of the form f(t) = C ekt is a solution to x’ = k x.

• Easy to verifyf’(t) = (C ekt)’ = C (ekt)’ = C (k ekt) = k f(t)

Page 10: ENGG2013 Unit 23 First-order Differential Equations Apr, 2011

Deriving the general solution by power series

• Suppose we do not know that exponential function is a solution to x’=kx. We can derive it using power series method.

• Suppose that the solution is a power series in the form c0+c1t+c2t2+…, where c0, c1, c2 ,… are constants to be determine.

• Assume that we can differentiate term-by-term(c0+c1t+c2t2+c3t3+…)’ = c1 + 2c2t + 3c3t2 + … • By comparing like term,

c1 + 2c2t + 3c3t2 + … = k(c0 + c1t + c2t2 + …) – c1 = k c0

– c2 = k c1/2 = k2 c0/2– c3 = kc2/3 = k3 c0/3!– in general, cn = kn c0/n!

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General solution to x’=kx

Page 11: ENGG2013 Unit 23 First-order Differential Equations Apr, 2011

Iodine-131

• The half life of Iodine-131 is about 8 days.• Suppose that is one Becquerel (Bq) of Iodine-

131 initially. Find the number of days until the radioactivity level drop to 0.01 Bq.

• Let x(t) be the radioactivity level on day t.• Initial condition x(0)=1.

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Typical application

Unknown parameter

Page 12: ENGG2013 Unit 23 First-order Differential Equations Apr, 2011

Solution

• General solution x(t) = C e– t. – Need to determine unknown constants C and .

• x(0) = 1 C=1.• x(8) = 0.5 0.5 = e–8 =0.0866.• Therefore, x(t) = e– 0.0866t.• Solve 0.01 = x(t) = e– 0.0866t. t 53 days.

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Page 13: ENGG2013 Unit 23 First-order Differential Equations Apr, 2011

CLASSIFICATION OF FIRST-ORDER DIFFERENTIAL EQUATIONS

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Page 14: ENGG2013 Unit 23 First-order Differential Equations Apr, 2011

Nomenclatures• “First-order”: only the first derivative is involved.

• “Autonomous”: the independent variable does not appear in the DE

• “Linear”: – “Homogeneous”

– “Non-homogeneous” c(t) not identically zero

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Page 15: ENGG2013 Unit 23 First-order Differential Equations Apr, 2011

Examples

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First-order

Autonomous Linear

Homogeneous

Non-homogeneous

Page 16: ENGG2013 Unit 23 First-order Differential Equations Apr, 2011

Falling body with linear air friction• The air resistance is in

the direction opposite to that of the motion. The retarding force is directly proportional to v, where v stands for the speed, and is a constant between 1 and 2.– Slow speed: =1.– High speed: =2.

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m

Pos

itive

di

rect

ion

mg

kv

Suppose speed is slowand =1.

Linear non-homogeneous

g –10 m/s2

k>0

Page 17: ENGG2013 Unit 23 First-order Differential Equations Apr, 2011

RL in series

• Physical laws– Voltage drop across resistor = VR(t) = R I(t)

– Voltage drop across inductor = VL(t) = L I’(t)

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R

0.5 sin (wt)

L

Linear non-homogeneous

Current

From Kirchhoff voltage lawVR(t) + VL(t) = 0.5 sin(wt)

Page 18: ENGG2013 Unit 23 First-order Differential Equations Apr, 2011

RC in series

• Physical laws– Voltage drop across resistor = VR(t) = R I(t)

– Voltage drop across inductor = C VC(t) = Q(t)

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Charge

R

C

sin(wt)

Vc

From Kirchoff voltage lawVC(t) + VR(t) = sin(wt)

Linear non-homogeneous