Chapter 6 Boltzmann Statistics. Boltzmann Factor & Partition Functions U R, S R U, S Huge...

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Chapter 6

Boltzmann Statistics

Boltzmann Factor & Partition Functions

UR, SR

U, S

Huge reservoir

System

Changes in energy of the reservoir are very small compared to its total energy.

Say the system has 5 atoms and 2 units of energy.

)!1(!

!1),(

Nq

NqqN

Boltzmann Factor & Partition FunctionsSay the system has 5 atoms and 2 units of energy.

)!1(!

!1),(

Nq

NqqNtotal

Atom 1 Atom 2 Atom 3 Atom 4 Atom 5

2 0 0 0 0

0 2 0 0 0

0 0 2 0 0

0 0 0 2 0

0 0 0 0 2

1 1 0 0 0

1 0 1 0 0

1 0 0 1 0

1 0 0 0 1

0 1 1 0 0

0 1 0 1 0

0 1 0 0 1

0 0 1 1 0

0 0 1 0 1

0 0 0 1 1

)0(

)1(

)2(

P

P

P

What is the probability of finding a particular atom with 2, 1, or 0 units of energy?

Boltzmann Factor & Partition FunctionsSay the system has 10 atoms and 4 units of energy.

715

)!1(!

!1),(

Nq

NqqNtotal

692.0715/495)0(

231.0715/165)1(

0629.0715/45)2(

0126.0715/9)3(

00140.0715/1)4(

P

P

P

P

P

What is the probability of finding a particular atom with 4, 3, 2, 1, or 0 units of energy?

UR, SR

U, S

Huge reservoir

System

Boltzmann Factor & Partition FunctionsSay the system has 10 atoms and 4 units of energy.

715

)!1(!

!1),(

Nq

NqqNtotal

692.0715/495)0(

231.0715/165)1(

0629.0715/45)2(

0126.0715/9)3(

00140.0715/1)4(

P

P

P

P

P

What is the probability of finding a particular atom with 4, 3, 2, 1, or 0 units of energy?

UR, SR

U, S

Huge reservoir

System

Boltzmann Factor & Partition FunctionsSay the system has 10 atoms and 4 units of energy.

715

)!1(!

!1),(

Nq

NqqNtotal

692.0715/495)0(

231.0715/165)1(

0629.0715/45)2(

0126.0715/9)3(

00140.0715/1)4(

P

P

P

P

P

What is the probability of finding a particular atom with 4, 3, 2, 1, or 0 units of energy?

Boltzmann Factor & Partition FunctionsSay the system has 10 atoms and 4 units of energy.

715

)!1(!

!1),(

Nq

NqqNtotal

n

eP

n

TkZ

total

nn

Bn

/1)(

What is the probability of finding a particular atom with 4, 3, 2, 1, or 0 units of energy?

Boltzmann Factor & Partition Functions

Tk

Tk

n

TkZn

Bn

Bn

Bn

e

eZ

eP

/

/

/1)(

Boltzmann Factors

Partition Function

Boltzmann or Canonical Distribution

Boltzmann, Entropy, & Gibbs

)(ln)(

)( /1

nnB

TkZ

total

nn

PPkS

eP Bn

Boltzmann, Entropy, & Gibbs

)(ln)(

)( /1

nnB

TkZ

total

nn

PPkS

eP Bn

Boltzmann, Entropy, & Gibbs

)(ln)(

)( /1

nnB

TkZ

total

nn

PPkS

eP Bn

Boltzmann, Entropy, & Gibbs

)(ln)(

)( /1

nnB

TkZ

total

nn

PPkS

eP Bn

Partition Functions & Hydrogen AtomWhat’s the energy of the electron on a hydrogen atom?

Solution to Rydberg or Bohr Model can be used.

Partition Functions & Hydrogen AtomWhat’s the energy of the electron on a hydrogen atom?

Solution to Rydberg or Bohr Model can be used.

Hydrogen Atom @ 300K

Hydrogen Atom on Sun

Hydrogen Atom on Sun

A System with Smaller Energies

A System with Smaller Energies

0 0.1 0.2 0.3 0.4 0.5 0.60

0.2

0.4

0.6

0.8

1

Energy (eV)

Pro

ba

bil

ity

A System with Smaller Energies

0 0.1 0.2 0.3 0.4 0.5 0.60

0.10.20.30.40.50.60.70.80.9

Energy (eV)

Pro

ba

bil

ity

Average ValuesSay the system has 10 atoms and 4 units of energy.

What is the average energy of the system if4 atoms have n=03 atoms have n=12 atoms have n=21 atom has n=30 atoms have n=4?

Averages Values

Be careful about using the proper probability when computing averages.

Rotation of Diatomic Molecules

Rotation of Diatomic Molecules

Rotation of Diatomic Molecules

0

/)(

0

/)1( 2

1212j

Tkjj

j

Tkjjrot

BB ejejZ

This can be calculated as an integral if dj is small compared to kBT/e (high temperature limit).

djejZ Tkjjrot

B 0

/)( 2

12

Rotation of Diatomic MoleculesA simplified partition function in the high temperature limit.

Rotation of Diatomic MoleculesHCl rotations

Rotation of Diatomic MoleculesAverage energy and heat capacity.

Rotational Partition Function• For diatoms with unlike atoms

• For diatoms with like atoms

Tk

ejZ B

j

Tkjjrot

B

0

/)1()12(

20

/)1(2)12( TkeZ B

j

Tkjjjrot

B

Unlike atomsdistinguishable

like atomsIndistinguishable

Bol

tzm

ann

Fac

tors

Rotational Partition FunctionB

oltz

man

n F

acto

rs

Bol

tzm

ann

Fac

tors

Rotational Energies

Unlike atomsdistinguishable

like atomsIndistinguishable

BV

V

B

B

NkT

UC

TNkU

TkE

Maxwell Speed Distribution

vx

vy

vz

v

For continuous variables, we talk about probability density function or probability distribution function (pdf).

Maxwell Speed DistributionWhat is Z?

Maxwell Speed Distribution

What is maximum probability speed?

The Maxwell Speed Distribution

Maxwell Speed DistributionWhat is the average speed?

Maxwell Speed Distribution

Example: Nitrogen @ 300KFor Monday:

(a) Show the maximum probability speed is 517 m/s.

(b) Show the average speed is 476 m/s.

(c) Show the rms speed is 422 m/s.

(d) Calculate the probability of a molecule moving faster than 1000 m/s. (Need Maple or Mathematica)

Nitrogen Speed Distribution

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