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Lecture 5. The grand canonical ensemble. Density and energy fluctuations in the grand canonical ensemble: correspondence with other ensembles. Fermi-Dirac statistics. Classical limit. Bose-Einstein statistics. The grand canonical ensemble. .
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Lecture 5 • The grand canonical ensemble. • Density and energy fluctuations in the grand canonical ensemble: correspondence with other ensembles. • Fermi-Dirac statistics. • Classical limit. • Bose-Einstein statistics.
The grand canonical ensemble. We now consider a subsystem s which can exchange particles and energy with the heat reservoir r, the total systemt being represented by amicrocanonical ensemble with constant energy and constant number of particles. We want the probability dws(Ns) of a state of the subsystem in which the subsystem contains Nsparticles and is found in the elementds(Ns)of its phase space. The notation ds(Ns)reminds us that the nature of phase space schanges with Ns: the number of dimensions will change.
(5.1) (5.2) (5.3) (5.5) We do not care about the state of the remainder of the system provided only that Then, by analogy with the treatment of the canonical ensemble, or We expend rin a power series: (5.4) recalling that
Dropping the subscript s, we have (5.5) where A is normalization constant. Writing by convention (5.6) we have (5.7) where (5.8) is the grand canonical ensemble. If several molecular species are present, N is replaced by Nii.The quantity is called the grand potential.
Grand partition function The normalization is (5.9) We define the grand partition function (5.10) (5.11)
(5.12) (5.13) (5.14) (5.15) (5.16) (5.17) Connection with thermodynamic functions Proceeding at the same way that in the case of the canonical ensemble, we get for the entropy or Let us prove now that = G,where Gis the Gibbs free energy Now by whence
(5.18) (5.19) (5.20) (5.21) (5.22) Now G may be written as Ntimes a function of pand along. Both p and are intrinsic variables and do not change value when two identical systems are combined in one. For fixed p and , G is proportional to N and consequently where gis the Gibbs free energy per particle. In this case, we have whence Then from (5.13) (5.13)
(5.23) (5.24) (5.25) (5.26) (5.27) (5.28) and by comparing with (5.13) we see that Other thermodynamic quantities may be calculated from . We can easily get
Fermi-statistics and Bose Statistics The occupation numbers, or number of particles in each one-particle state are strongly restricted by a general principle of quantum mechanics. The wave function of a system of identical particles must be either symmetrical(Bose) or antisymmetrical (Fermi) in permutation of a particle of the particle coordinates (including spin). It means that there can be only the following two cases: forFermi-Dirac Distribution (Fermi-statistics)n=0 or 1 for Bose-Einstein Distribution (Bose-statistics) n=0,1,2,3...... The differences between the two cases are determined by the nature of particle. Particles which follow Fermi-statistics are called Fermi-particles (Fermions) and those which follow Bose-statistics are called Bose- particles (Bosones). Electrons, positrons, protons and neutrons are Fermi-particles, whereas photons are Bosons. Fermion has a spin 1/2 and boson has integral spin. Let us consider this two types of statistics consequently.
Fermi-Dirac Distribution Enrico FermiPhysicist 1901 - 1954 Born: 8 Aug 1902 in Bristol, EnglandDied: 20 Oct 1984 in Tallahassee, Florida, USA There are two possible outcomes: If the result confirms the hypothesis, then you've made a measurement. If the result is contrary to the hypothesis, then you've made a discovery.
Fermi-Dirac Distribution We consider a system of identical independent non-interacting particles sharing a common volume and obeying antisymmetrical statistics: that is, the spin 1/2 and therefore, according to the Pauli principle, the total wave function is antisymmetrical on interchange of any two particles. As the particles are assumed to be non-interacting it is convenient to discuss the system in terms of the energy states i of one particle in a volume V. We specify the system by specifying the number of particles ni, occupying the eigenstate i. We classifyiin such way that i denotes a single state, not the set of degenerate states which may have the same energy. On the above model the Pauli principle allows only the values ni=1,0. This is, of course, just the elementary statement of the Pauli principle: a given state may not be occupied by more than one identical particle. The partition function of the system is
(5.29) subject to . We note that the in the exponent runs over all one-particle states of the system; {ni} represents n allowed set of values of the ni; and runs over all such sets. Each ni may be 0 or 1. (5.30) (5.31) (5.32) Let us consider as an example a system with two states 1 and2. The upper sum reads the other sum reads but we have not included the requirement n1+n2=N. If we take N=1, we have
(5.33) (5.34) (5.35) (5.36) For a system with many states and many particles it is difficult analytically to take care of the condition ni=N. It is more convenient to work with grand canonical ensemble. We have for the grand partition function so that A simple consideration shows that we may reverse the order of the and in (5.34). We note that the significance of the changes entirely, from {ni}=0,1. Every term, which occurs, for one order will occur for the other order where
(5.37) (5.38) (5.39) (5.40) (5.41) Now from the definition of the grand partition function we have where For nirestricted to 0,1, we have Now
(5.42) with it appears reasonable to set (5.43) (5.44) The same result can be provided by direct use of averaging in the grand canonical ensemble This may be simplified using the form (5.36):
(5.45) (5.46) Fermi-Dirac distribution law. or in agreement with (5.42). This is the Fermi-Dirac distribution law. It is often written in terms of f(), where fis the probability that a state of energy is occupied: It is implicit in the derivation that is the chemical potential. Often is called the Fermi level, or, for free electron gas, the Fermi energy EF.
(5.47) (5.48) Classical limit For sufficiently largewe will have (-)/kT>>1, and in this limit This is just the Boltzmann distribution. The high-energy tail of the Fermi-Dirac distribution is similar to the Boltzmann distribution. The condition for the approximate validity of the Boltzmann distribution for all energies 0is that
(5.38) (5.49) where (5.50) (5.51) Bose-Einstein Distribution Particles of integral spin (bosons) must have symmetrical wave functions. There is no limit on the number of particles in a state, but states of the whole system differing only by the interchange of two particles are of course identical and must not be counted as distinct. For bosons we can use the results (5.38) and (5.39), but with ni=0,1,2,3,...., so that Thus or This is the Bose-Einstein distribution
(5.52) (5.53) We can confirm (5.50) by a direct calculation on nj. Using the previous result we have or in agreement with (5.50).