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The Study Of The Study Of Statistical Statistical Thermodynamics Thermodynamics In Melting of In Melting of Atomic Cluster Atomic Cluster Pooja Shrestha Pooja Shrestha

The Study Of Statistical Thermodynamics In Melting of Atomic Cluster Pooja Shrestha

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Page 1: The Study Of Statistical Thermodynamics In Melting of Atomic Cluster Pooja Shrestha

The Study Of Statistical The Study Of Statistical Thermodynamics In Thermodynamics In Melting of Atomic Melting of Atomic ClusterCluster

The Study Of Statistical The Study Of Statistical Thermodynamics In Thermodynamics In Melting of Atomic Melting of Atomic ClusterCluster

Pooja ShresthaPooja ShresthaPooja ShresthaPooja Shrestha

Page 2: The Study Of Statistical Thermodynamics In Melting of Atomic Cluster Pooja Shrestha

Over ViewOver View

What is Phase Transition?

Phase Transition in Finite System Caloric curve

Microcanonical Ensemble

Canonical Ensemble

Phase Transition in Bulk System

Model and Calculation

Result and Conclusion

Page 3: The Study Of Statistical Thermodynamics In Melting of Atomic Cluster Pooja Shrestha

What is Phase Transition?What is Phase Transition?

In thermodynamics, phase transition or phase change is the transformation of a thermodynamic system from one phase to another.

Analytic discontinuities or singularities in the thermodynamic functions corresponds to occurrence of various kinds of phase transition.

Page 4: The Study Of Statistical Thermodynamics In Melting of Atomic Cluster Pooja Shrestha

Phase Transition In Finite System (Cluster)Phase Transition In Finite System (Cluster)

Within finite range of temperature small cluster exhibit a coexistence of solid and liquid state.

Before cluster evaporates, three ranges of temperature exist:

Low-temperature solid region

The coexistence range

High-temperature liquid region

Page 5: The Study Of Statistical Thermodynamics In Melting of Atomic Cluster Pooja Shrestha

Continued…Continued…

Dynamical coexistence is observed which is indicated by potential energy fluctuation between relatively high and low values.

The lower potential energy corresponds solid state.

Higher potential energy corresponds liquid state.

Coexistence of liquid-like and solid-like states in cluster implies two phases coexisting at different times rather than coexisting in contact.

55 atoms T*=0.30

Fig. (1): Potential energy; the horizontallines corresponds to maxima and minima [5]

Page 6: The Study Of Statistical Thermodynamics In Melting of Atomic Cluster Pooja Shrestha

E

S

ET

1

Caloric CurveCaloric Curve

In Microcanonical Ensemble

Temperature,

Entropy,

Fig. (2): Microcanonical caloric curve exhibiting S-bend

EkES B ln

Page 7: The Study Of Statistical Thermodynamics In Melting of Atomic Cluster Pooja Shrestha

Continued…Continued…

In Microcanonical Ensemble

Potential energy versus temperature curve, the derivative of which corresponds specific heat, Cv(T).

Van der Waal’s loop or “S-bend”

Temperature decreases as energy increases at certain region which correspond negative specific heat capacity.

Page 8: The Study Of Statistical Thermodynamics In Melting of Atomic Cluster Pooja Shrestha

In canonical EnsembleIn canonical Ensemble

EdEkESZ B

exp

Partition function,

Internal energy,

Fig. (3): Canonical caloric curve

EZ

TU

ln

)(

Page 9: The Study Of Statistical Thermodynamics In Melting of Atomic Cluster Pooja Shrestha

Continued…Continued…

In Canonical Ensemble

Plot of mean energy against temperature of heat bath.

Curve is monotonically increasing and there is sharp increase in slope at transition region as a result of peaking of Cv.

Heat capacity is always positive.

Page 10: The Study Of Statistical Thermodynamics In Melting of Atomic Cluster Pooja Shrestha

Phase Transition in Bulk SystemPhase Transition in Bulk System

Phase transition is ordinarily defined for infinite homogeneous systems, making use singular behavior of e.g. specific heat at phase transition.

Melting is first order transition which is controlled by nonanalyticity in the free energy.

Both phases coexist at the same time (coexistence).

Central part of the S-bend becomes straight line joining two branches giving positive value of specific heat.

Page 11: The Study Of Statistical Thermodynamics In Melting of Atomic Cluster Pooja Shrestha

ModelModel

We simulated and computed 55-atoms cluster in canonical ensemble, using the Lennard-Jones potential of the form

and

612

4jiji rr

V

ji

jirVE

Page 12: The Study Of Statistical Thermodynamics In Melting of Atomic Cluster Pooja Shrestha

Continued… Continued…

The heat capacity was computed using

Where,

2*2*

2**

* 1)( EE

TT

ETCv

Tk

T B*

E

E *

Page 13: The Study Of Statistical Thermodynamics In Melting of Atomic Cluster Pooja Shrestha

Continued…Continued…

The Flow chart

Configuration E = V (ri,j)Choose a particle at random and

Move small amount

New configuration

Metropolis condition: Accept or Reject

Iterate

Output Data

Page 14: The Study Of Statistical Thermodynamics In Melting of Atomic Cluster Pooja Shrestha

ResultsResults

Exhibit three regions:solid region-E increases steadily.

transition region-single sharp increase in slope.

liquid region-the slope is again low.

Curve agrees with Refs.[6]

0.26 0.27 0.28 0.29 0.3 0.31 0.32T

-232

-230

-228

-226

E

Fig. (4): Energy Vs Temperature curve as a canonical result.

N = 55

Page 15: The Study Of Statistical Thermodynamics In Melting of Atomic Cluster Pooja Shrestha

Continued…Continued…

Cv peak around transition region at T = 0.3.

intermediate range of temperatures exists where clusters show both solid and liquid behavior as a consequence of which Cv shows a smooth peak.

Fig. (5): Cv Vs T curve as a canonical result at transition region.

0.28 0.29 0.3 0.31 0.32T

1.7

1.8

1.9

2

2.1

2.2

Cv

N = 55

Page 16: The Study Of Statistical Thermodynamics In Melting of Atomic Cluster Pooja Shrestha

Continued…Continued…

Dynamical coexistence occurs at T = 0.3, which is also known as transition period.

Lowest energy = -232

Highest energy = -2235000 10000 15000 20000 25000 30000

MC Step

-240

-235

-230

-225

-220

-215

E

Fig. (6): Energy of cluster as a function ofMC Steps in coexistence range

N = 55, T = 0.3

Page 17: The Study Of Statistical Thermodynamics In Melting of Atomic Cluster Pooja Shrestha

Continued…Continued…

Energy gap between a single lower-energy structure and higher-energy structure is small at T = 0.25

5000 10000 15000 20000 25000 30000

-240

-235

-230

-225

-220

-215

Energy

Fig. (7): Comparison of energy of cluster as a function of MC Steps at different temperature.

N = 55

T =0.3

T =0.25

Page 18: The Study Of Statistical Thermodynamics In Melting of Atomic Cluster Pooja Shrestha

ConclusionsConclusions

Phase transition in finite system has complicated thermodynamics.

Specific heat capacity has negative value in microcanonical ensemble.

The canonical caloric curve is monotonically increasing.

The existence of two types of structures, low-energy solid and high-energy liquid structures leads to the dynamical coexistence which is the effect of bulk first order transition.

Coexistence occurs at T = 0.3 at which solid expand more rapidly to form liquid.

Page 19: The Study Of Statistical Thermodynamics In Melting of Atomic Cluster Pooja Shrestha

ReferencesReferences

1. R. K. Pathria, Statistical Mechanics, Butterworth Heinemann, 2nd Edition, (1996).

2. Thomas L. Beck and R. Stephen Berry, J. Chem. Phys. 88 (6), 3910, 15 March (1988).

3. P. K. Jonathon Doye and David J. Wales, J. Chem. Phys. 102 (24), 9674, 22 June (1995)

4. David J. Wales, Phys Rev Letters, 73 (21), 2875, 21 November, (1994)5. R. M. Lynder-Bell and D. J. Wales, J. Chem. Phys. 88(6), 1460, 15 July

(1994)6. Pierre Labastie and Robert L. Whetten, Phys. Rev. Letts.,65(13), 1567, 24

Sept 1990.

Page 20: The Study Of Statistical Thermodynamics In Melting of Atomic Cluster Pooja Shrestha