method of ensembles: partition functionsthe maxwell-boltzmann distribution function is given by,...

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Dr. Neelabh Srivastava (Assistant Professor) Department of Physics Mahatma Gandhi Central University Motihari-845401, Bihar E-mail: [email protected] Programme: M.Sc. Physics Semester: 2 nd Method of Ensembles: Partition Functions Lecture Notes Part-1 (Unit - IV) PHYS4006: Thermal and Statistical Physics

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Page 1: Method of Ensembles: Partition FunctionsThe Maxwell-Boltzmann distribution function is given by, Occupation index, This equation gives the number of gas molecules in the ith cell and

Dr. Neelabh Srivastava(Assistant Professor)

Department of PhysicsMahatma Gandhi Central University

Motihari-845401, BiharE-mail: [email protected]

Programme: M.Sc. Physics

Semester: 2nd

Method of Ensembles: Partition Functions

Lecture NotesPart-1 (Unit - IV)

PHYS4006: Thermal and Statistical Physics

Page 2: Method of Ensembles: Partition FunctionsThe Maxwell-Boltzmann distribution function is given by, Occupation index, This equation gives the number of gas molecules in the ith cell and

2

In earlier lectures, we have discussed the concept of

Ensembles viz. Microcanonical, Canonical and Grand-

canonical.

Herein, we will use that concept in deriving the

thermodynamical functions of a thermodynamic system.

Before we proceed, let us recall the concept of partition

function .

Page 3: Method of Ensembles: Partition FunctionsThe Maxwell-Boltzmann distribution function is given by, Occupation index, This equation gives the number of gas molecules in the ith cell and

3

The Maxwell-Boltzmann distribution function is given by,

Occupation index,

This equation gives the number of gas molecules in the ith cell and

known as Maxwell-Boltzmann law of energy distribution.

simply,

where,

),.....3,2,1( kieegn i

ii

i

iiegZandeA

i

i

i

i

i

i ZAegeeegnN ii .

This Boltzmann distribution applies

to systems which have

distinguishable particles and N, V

and U are fixed. The Maxwell-

Boltzmann Distribution is

applicable only to dilute gases.

ieZ

N

g

nf

i

ii

Page 4: Method of Ensembles: Partition FunctionsThe Maxwell-Boltzmann distribution function is given by, Occupation index, This equation gives the number of gas molecules in the ith cell and

4

The quantity Z represents the sum of the Boltzmann factor

over all the accessible states and is called the partition function (derived from German term

Zustandssummae). The quantity Z indicates how the gas molecules of an assembly are

distributed or partitioned among the various energy levels.

The energy term in the expression for partition function does not

mean only the translational component but also may contain the

components corresponding to other degrees of freedom too e.g.

rotational, vibrational and electronic too.

i

iiegZ

kTii eeZ/

i

i

iii

i

i

ii

i

i

i

i

eg

eg

N

nPobability

eg

eNgn

Z

NA

,Pr

Page 5: Method of Ensembles: Partition FunctionsThe Maxwell-Boltzmann distribution function is given by, Occupation index, This equation gives the number of gas molecules in the ith cell and

• This partition function can be used for calculating the

various thermodynamical properties of ensembles having

independent systems (obeying classical laws) irrespective

of whether the ensembles have distinguishable or

indistinguishable independent systems.

• Consider an assembly of classical gas where the

distribution of energy states is considered to be

continuous. So, the number of energy levels in the

momentum range p and (p+dp) is given by -

5

dph

Vpdppg

3

24)(

Page 6: Method of Ensembles: Partition FunctionsThe Maxwell-Boltzmann distribution function is given by, Occupation index, This equation gives the number of gas molecules in the ith cell and

Number of energy levels between energy range ε and

(ε+dε) is given by –

Since, the distribution of energy states is continuous,

therefore

6

d

h

Vdg

m3

2/12/3

22)(

0

2/1

3

2/3

0

22

)(

deh

VZ

edgegZ

kT

kT

i

kT

i

m

i

Page 7: Method of Ensembles: Partition FunctionsThe Maxwell-Boltzmann distribution function is given by, Occupation index, This equation gives the number of gas molecules in the ith cell and

After solving, we get

This gives the translational partition function for a

gas molecule.

7

mkT

kTm

h

VZ

h

VZ

2

2

2/3

3

2/3

3

2/3

2

2

Page 8: Method of Ensembles: Partition FunctionsThe Maxwell-Boltzmann distribution function is given by, Occupation index, This equation gives the number of gas molecules in the ith cell and

Partition Function and its relation

Thermodynamic Quantities

1. with Entropy (S):

Consider an assembly of ideal gas molecules obeying

M-B distribution law and according to Boltzmann’s

entropy relation –

The maximum thermodynamic probability is given by -

8

).........(lnln ikWkS

).........(!

! iin

gNW

i i

n

ii

Page 9: Method of Ensembles: Partition FunctionsThe Maxwell-Boltzmann distribution function is given by, Occupation index, This equation gives the number of gas molecules in the ith cell and

Taking logarithms and apply Stirling’s approximation,

we get

According to M-B distribution law

Now, from eqn. (iii)

Putting,

9

i

iiii iiinngnNNW )........(lnlnlnln

ii Aegeegn iii

i i i

iiii

i

iii nAngngnNNW lnlnlnlnln

EnandNn i

i

i

i

i

EZNW

EA

NNEANNNW

lnln

lnlnlnln

Page 10: Method of Ensembles: Partition FunctionsThe Maxwell-Boltzmann distribution function is given by, Occupation index, This equation gives the number of gas molecules in the ith cell and

but for an ideal gas,

from (iv) and (v),

10

)..(..........ln

lnlnln

ivT

EZNkS

kT

kEZNkEZNkWkS

)..(..........2

3vNkTE

)..(..........2

3ln viNkZNkS

Page 11: Method of Ensembles: Partition FunctionsThe Maxwell-Boltzmann distribution function is given by, Occupation index, This equation gives the number of gas molecules in the ith cell and

2. with Helmholtz Free Energy (F):

3. with Total Energy (E):

Average energy of a system of N particles is given by,

11

)..(..........ln

ln

viiZNkTF

T

EZNkTETSEF

)(.......... viiiZ

eg

E

eAg

eAg

n

n

N

EE

i

ii

i

ii

i

ii

i

i

i

ii

i

i

i

Page 12: Method of Ensembles: Partition FunctionsThe Maxwell-Boltzmann distribution function is given by, Occupation index, This equation gives the number of gas molecules in the ith cell and

Since, partition function

For isothermal-isochoric transformation,

Total energy,

12

T

Z

T

Z

T

Z

Vi

kT

ii

V

i

kT

ii

V

i

kT

i

i

i

Z

kTEEZegkT

egkT

egegZ

i

i

ii

2/2

/

2

/

1

).........(log22

ixNkTZ

NkTEENE Z

TT

Z

VV

Page 13: Method of Ensembles: Partition FunctionsThe Maxwell-Boltzmann distribution function is given by, Occupation index, This equation gives the number of gas molecules in the ith cell and

4. with Enthalpy (H):

Enthalpy is given by,

H = E+PV = E+RT (for an ideal gas, PV=RT)

5. with Gibb’s Potential (G):

putting the value of S from eqn. (iv) in above, we get

13

).........(log2 xRTNkTH ZT

V

TSRTNkTTSHG ZT

V

log2

Page 14: Method of Ensembles: Partition FunctionsThe Maxwell-Boltzmann distribution function is given by, Occupation index, This equation gives the number of gas molecules in the ith cell and

putting the value of E from eqn. (ix), we get

14

EZNkTRTNkTG

T

EZNkTRTNkTG

ZT

ZT

V

V

ln

ln

log

log

2

2

Z

TZ

TVV

NkTZNkTRTNkTG loglog 22 ln

)(..........ln xiZNkTRTG

Page 15: Method of Ensembles: Partition FunctionsThe Maxwell-Boltzmann distribution function is given by, Occupation index, This equation gives the number of gas molecules in the ith cell and

6. with Pressure (P) of the gas:

7. with Specific heat at constant volume, (CV):

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)(..........2

22 )(log)(log2

log2

xiiiNkC

NkTT

C

ZT

TZT

T

ZTT

E

V

V

VV

V

)(..........log xiiNkTP ZVV

F

VV

Page 16: Method of Ensembles: Partition FunctionsThe Maxwell-Boltzmann distribution function is given by, Occupation index, This equation gives the number of gas molecules in the ith cell and

References: Further Readings

1. Statistical Mechanics by R.K. Pathria

2. Statistical Mechanics by K. Huang

3. Statistical Mechanics by B.K. Agrawal and M. Eisner

4. Statistical Mechanics by Satya Prakash

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Page 17: Method of Ensembles: Partition FunctionsThe Maxwell-Boltzmann distribution function is given by, Occupation index, This equation gives the number of gas molecules in the ith cell and

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For any questions/doubts/suggestions and submission of

assignment

write at E-mail: [email protected]