4/17/2014phy 770 spring 2014 -- lecture 231 phy 770 -- statistical mechanics 12:00 * - 1:45 pm tr...

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4/17/2014 PHY 770 Spring 2014 -- Lecture 23 1 PHY 770 -- Statistical Mechanics 12:00 * - 1:45 PM TR Olin 107 Instructor: Natalie Holzwarth (Olin 300) Course Webpage: http://www.wfu.edu/~natalie/s14phy770 Lecture 23 Review and perspective Comments about some homework problems Treatment of multicomponent systems * Partial make-up lecture -- early start time

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Page 1: 4/17/2014PHY 770 Spring 2014 -- Lecture 231 PHY 770 -- Statistical Mechanics 12:00 * - 1:45 PM TR Olin 107 Instructor: Natalie Holzwarth (Olin 300) Course

PHY 770 Spring 2014 -- Lecture 23 14/17/2014

PHY 770 -- Statistical Mechanics12:00* - 1:45 PM TR Olin 107

Instructor: Natalie Holzwarth (Olin 300)Course Webpage: http://www.wfu.edu/~natalie/s14phy770

Lecture 23

Review and perspective Comments about some homework problems Treatment of multicomponent systems

*Partial make-up lecture -- early start time

Page 2: 4/17/2014PHY 770 Spring 2014 -- Lecture 231 PHY 770 -- Statistical Mechanics 12:00 * - 1:45 PM TR Olin 107 Instructor: Natalie Holzwarth (Olin 300) Course

PHY 770 Spring 2014 -- Lecture 23 24/17/2014

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Page 3: 4/17/2014PHY 770 Spring 2014 -- Lecture 231 PHY 770 -- Statistical Mechanics 12:00 * - 1:45 PM TR Olin 107 Instructor: Natalie Holzwarth (Olin 300) Course

PHY 770 Spring 2014 -- Lecture 23 34/17/2014

Comments about homework problems:

Page 4: 4/17/2014PHY 770 Spring 2014 -- Lecture 231 PHY 770 -- Statistical Mechanics 12:00 * - 1:45 PM TR Olin 107 Instructor: Natalie Holzwarth (Olin 300) Course

PHY 770 Spring 2014 -- Lecture 23 44/17/2014

HW #16 -- continued7.2 A Brownian particle of mass m is attached to a harmonic spring with force constant k, and is driven by an external force F(t). The particle is constrained to move in one dimension. The Langevin equation is

(a) Find the equilibrium correlation function directly from the solution of the Langevin equation assuming that and , , etc.

(b) Find the equilibrium correlation function from the fluctuation-dissipation theorem relation

2202

( ) ( )( ) ( ) ( )

d dxm m x

dt d

x t tt t F

tt

( ) (0)T

t xx

0( )t

20(0) (0) ( )/

Tx T mx k (0) (0) 0

Tx v

( ) (0)T

t xx

2 20

1( ) (0)

where for this case:

( ) cos(

)

1/( )

T

tkTx

m

i

di

m

t x

Page 5: 4/17/2014PHY 770 Spring 2014 -- Lecture 231 PHY 770 -- Statistical Mechanics 12:00 * - 1:45 PM TR Olin 107 Instructor: Natalie Holzwarth (Olin 300) Course

PHY 770 Spring 2014 -- Lecture 23 54/17/2014

HW #16 -- continued

2 22 20 0

2202

2 2 2 2

0 0

2

First consider solutions to homogeneous equation:

Imposing boundary conditions:

(0)(0)

( ) ( )( ) 0

( )

:

( )

and

t t t tm m m m

m

x t tt

x t Ae e

x v

x t e

d dxm m x

dt dt

B

dxx

dt

2 20 0

2 20 0 02

20

2cosh sinh2 2

2

tx

mx t tm m

m

v

We can argue that since the random force averages to 0, the correlation function depends only on the homogeneous solution.

Note: we are assuming the over-damped case

Page 6: 4/17/2014PHY 770 Spring 2014 -- Lecture 231 PHY 770 -- Statistical Mechanics 12:00 * - 1:45 PM TR Olin 107 Instructor: Natalie Holzwarth (Olin 300) Course

PHY 770 Spring 2014 -- Lecture 23 64/17/2014

HW #16 -- continued

22 20 0

2 220 0 02

20

0 0

20 2

0

The initial values and can be treated as random variabl

2( ) c

es wi

o

th

and

sh sinh2 2

2

tm

tm

T

v

x v

x

x em

x t e x t tm m

m

kTx

m

0 0 0.T

v

2 22 2 220 0 02

20

( ) (0)

2 cosh sinh2 2

2

T

tm

T

x t x

mx e t tm m

m

Page 7: 4/17/2014PHY 770 Spring 2014 -- Lecture 231 PHY 770 -- Statistical Mechanics 12:00 * - 1:45 PM TR Olin 107 Instructor: Natalie Holzwarth (Olin 300) Course

PHY 770 Spring 2014 -- Lecture 23 74/17/2014

HW #16 -- continued

2 20

Now consider that dissipation-fluctuation formulation:

1( ) (0)

1 1

( ) cos( )

( ) ( )

1/( )

2 2

with:

T

ti it

x t x di

d e

tkT

kT kT

m

im

d ei i

1

2 20

2

We will need to contour integration methods to evaluate the integrals:

1 1

2 2

Note that the denominator of the i

( ) ( )

( ) :

has po

ntegrals

l

e

ti tiI d e I d ei

im

i

220 whe

s at the

re r

values 0, ,

2 2

P ir ir

m m

Page 8: 4/17/2014PHY 770 Spring 2014 -- Lecture 231 PHY 770 -- Statistical Mechanics 12:00 * - 1:45 PM TR Olin 107 Instructor: Natalie Holzwarth (Olin 300) Course

PHY 770 Spring 2014 -- Lecture 23 84/17/2014

HW #16 -- continued

Re(z)

Im(z)

xxx

1

( )1=0

2tiI d e

i

2

1= Res R

(es

2

) i t ir iI d ei

r

2 22 220 02 2

0 20

( ) (0)

2 cosh sinh2 2

2

T

tm

x t x

kT me t tm m m

m

Page 9: 4/17/2014PHY 770 Spring 2014 -- Lecture 231 PHY 770 -- Statistical Mechanics 12:00 * - 1:45 PM TR Olin 107 Instructor: Natalie Holzwarth (Olin 300) Course

PHY 770 Spring 2014 -- Lecture 23 94/17/2014

Comments about homework problems:

A dilute gas of density n is contained in a cubic box and is in equilibrium with the walls at temperatureT. Find the number of particles per unit area per unit time which collide with the walls and have magnitude of velocity greater than v0.

Page 10: 4/17/2014PHY 770 Spring 2014 -- Lecture 231 PHY 770 -- Statistical Mechanics 12:00 * - 1:45 PM TR Olin 107 Instructor: Natalie Holzwarth (Olin 300) Course

PHY 770 Spring 2014 -- Lecture 23 104/17/2014

HW #18 -- continuedA

2

0

3/2/(2 )

0

3

Maxwell Boltzmann distribution:

( )2

Probability per unit time that particle

will hit top face with velocity magnitude

greater than :

( )( )

p m

z zpv

m

m

p pd

f n e

v

P p fm

p

p

Page 11: 4/17/2014PHY 770 Spring 2014 -- Lecture 231 PHY 770 -- Statistical Mechanics 12:00 * - 1:45 PM TR Olin 107 Instructor: Natalie Holzwarth (Olin 300) Course

PHY 770 Spring 2014 -- Lecture 23 114/17/2014

Treatment of multicomponent systems including chemical reactions (Sect. 3.10 of 3rd Ed. Reichl)

Summary of thermodynamic potentials (note XV, Y-P)Potential Variables Total Diff Fund. Eq.

U S,X,Ni

H S,Y,Ni

A T,X,Ni

G T,Y,Ni

W T,X,mi

i

iidNYdXTdSdU i

iiNYXTSU

i

iidNXdYTdSdH

i

iidNYdXSdTdA

i

iidNXdYSdTdG

i

iidNYdXSdTd

YXUH

TSUA

YXTSUG

i

iiNTSU

Page 12: 4/17/2014PHY 770 Spring 2014 -- Lecture 231 PHY 770 -- Statistical Mechanics 12:00 * - 1:45 PM TR Olin 107 Instructor: Natalie Holzwarth (Olin 300) Course

PHY 770 Spring 2014 -- Lecture 23 124/17/2014

Derivative relationships of thermodynamic potentials

jii NXSiNSNX

i

N

U

X

UY

S

UT

NXSU

,,

i,,

:),,(energy Internal

jii NYSiNSNY

i

N

H

Y

HX

S

HT

NYSH

,,

i,,

:),,( Enthalpy

jii NXTiNTNX

i

N

A

X

AY

T

AS

NXTA

,,

i,,

:),,(energy free Helmholz

jii NYTiNTNY

i

N

G

Y

GX

T

GS

NYTG

,,

i,,

:),,(energy free sGibb'

Page 13: 4/17/2014PHY 770 Spring 2014 -- Lecture 231 PHY 770 -- Statistical Mechanics 12:00 * - 1:45 PM TR Olin 107 Instructor: Natalie Holzwarth (Olin 300) Course

PHY 770 Spring 2014 -- Lecture 23 134/17/2014

Properties of the Gibb’s free energy

i ii

U TS PV N i i

i

G U TS PV N

i, , , ,

, ,

Further analysis from Gibb's free energy ( , , ) :

i i j

j j

i i

i

P N T N i T P N

i i Ti i

P N N

G T P N

G G GS V

T P N

S N V NdT dP

Page 14: 4/17/2014PHY 770 Spring 2014 -- Lecture 231 PHY 770 -- Statistical Mechanics 12:00 * - 1:45 PM TR Olin 107 Instructor: Natalie Holzwarth (Olin 300) Course

PHY 770 Spring 2014 -- Lecture 23 144/17/2014

Properties of the Gibb’s free energy -- Gibbs phase rule and phase equilibria

Consider a system at uniform temperature T and pressure P with n chemical constituents. How many distinct phases r of this system can exist in equilibrium?

liquid

solid1

solid21

, ,

Enumeration of all of possible components and phases:

where number of component in phase ij

i j

r

i jN i jN N

, ,,

,1 ,2 ,

Generalization of Gibbs free energy:

At equilibrium: = ....

Accounting -- # independent variables: 2 ( 1)

# independent constraints: ( 1)

i j i ji j

i i i r

G N

r n

n r

# degrees of freedom: 2 ( 1) ( 1)

2

f r n n r

f n r

Page 15: 4/17/2014PHY 770 Spring 2014 -- Lecture 231 PHY 770 -- Statistical Mechanics 12:00 * - 1:45 PM TR Olin 107 Instructor: Natalie Holzwarth (Olin 300) Course

PHY 770 Spring 2014 -- Lecture 23 154/17/2014

Properties of the Gibb’s free energy -- Gibbs phase rule and phase equilibria -- continued

# degrees of freedom: 2

Examples

1:

for 1, 2 , free to vary

for 2, 1 ( ) on phase boundary curve

for 3, 0 can occur at special ( , ) 'triple point'

f n r

n

r f T P

r f P P T

r f P T

n

2 : such as water and amonium cloride at concentration c

From Schwabl, Statistical Mechanics

Page 16: 4/17/2014PHY 770 Spring 2014 -- Lecture 231 PHY 770 -- Statistical Mechanics 12:00 * - 1:45 PM TR Olin 107 Instructor: Natalie Holzwarth (Olin 300) Course

PHY 770 Spring 2014 -- Lecture 23 164/17/2014

Properties of the Gibb’s free energy -- multicomponent ideal gas

i ii

G N

2 2 2

2 2 21

For example, consider a reaction at fixed and :

2H O 2H O

2H O+2H +O 0 General notation: 0i

n

ii

T P

A

1

1

Change in Gibbs free energy with fixed and :

0 at equilibrium

Because of the relationships between the components

it follows that 0

i

i

n

ii

n

ii

T P

dG dN

Page 17: 4/17/2014PHY 770 Spring 2014 -- Lecture 231 PHY 770 -- Statistical Mechanics 12:00 * - 1:45 PM TR Olin 107 Instructor: Natalie Holzwarth (Olin 300) Course

PHY 770 Spring 2014 -- Lecture 23 174/17/2014

Multicomponent ideal gas and possible chemical reactions -- continued

1

Change in Gibbs free energy with fixed and :

, 0

Estimation of the chemical potentials:

For each , assume independent ideal gas particles with internal

energies determined by electronic

i

n

ii

T P

T P

i

1/22

1

, internal and kinetic energies

Kinetic energy contributions expressed in terms of thermal wavelength

2

Canonical partition function:

For each species :

n

i

ii

iZ Z

m kT

i

i3

nt ln 1 lneli i i i

i i

VT

NNk Z kT

Page 18: 4/17/2014PHY 770 Spring 2014 -- Lecture 231 PHY 770 -- Statistical Mechanics 12:00 * - 1:45 PM TR Olin 107 Instructor: Natalie Holzwarth (Olin 300) Course

PHY 770 Spring 2014 -- Lecture 23 184/17/2014

Multicomponent ideal gas and possible chemical reactions -- continued

i3

3

nt

,

1

,

1

int

Helmholz free energy for this system

ln 1 ln

ln

For an ideal gas: where

Let ,

j

eli i i

i i

eli i i

i i iT V N

n

ii

ii

n

i

i

VA kT Z kT

N

VkT

N

PV NkT

T

N

A

N

N N

Nc

NP

int3

0

/, ln

, , ln

eli i i

i i

i i i i

kT Pc kT

c

T P c T kT c P

Page 19: 4/17/2014PHY 770 Spring 2014 -- Lecture 231 PHY 770 -- Statistical Mechanics 12:00 * - 1:45 PM TR Olin 107 Instructor: Natalie Holzwarth (Olin 300) Course

PHY 770 Spring 2014 -- Lecture 23 194/17/2014

Multicomponent ideal gas and possible chemical reactions -- continued

1

1

1

1

1

0

0

0

0

1

1

Recall: 0

, , ln

ln 0

ln 0

Define: ln ( , ) ln

ln ln ln ( , )

( , )

i i

i

i

i i i i

i i i

i ii i

i

n

ii

n

i

n

i

ni

ii

i

nn

i ii

n

ii

T P c T kT c

T kT c

Tc

kT

TK T P

kT

c c K T P

c K T P

P

P

P

P

Page 20: 4/17/2014PHY 770 Spring 2014 -- Lecture 231 PHY 770 -- Statistical Mechanics 12:00 * - 1:45 PM TR Olin 107 Instructor: Natalie Holzwarth (Olin 300) Course

PHY 770 Spring 2014 -- Lecture 23 204/17/2014

Multicomponent ideal gas and possible chemical reactions -- continued

1

( , )i

n

ii

c K T P

2 2 21

Example:

2H O+2H +O 0 General notation: 0 n

ii iA

1

2

2 22

2

H O( , )

H Oi

n

ii

c K T P

Page 21: 4/17/2014PHY 770 Spring 2014 -- Lecture 231 PHY 770 -- Statistical Mechanics 12:00 * - 1:45 PM TR Olin 107 Instructor: Natalie Holzwarth (Olin 300) Course

PHY 770 Spring 2014 -- Lecture 23 214/17/2014

Multicomponent ideal gas and possible chemical reactions -- continued

1

2

2 22

2

H O( , )

H Oi

n

ii

c K T P

2 2 2

2

2

2

2H O 2H O

Suppose H O 1

H

O / 2

x

x

x

3

2( , )

2(1 )

xK T P

x