Maxwell Boltzmann statistics Statistical theory of a system consisting of a large number of particles, that obey classical laws of motion.
Consider for example a system of monatomic gas, consisting of N molecules. Each molecule has six coordinates given by,
x, y, z, vx, vy, vz
which are to be specified so as to describe the system. In a six dimensional hyperspace , called the phase space, each molecule will be represented by a point. The phase space is sub divided into a large number of cells, each with volume , H = dx.dy.dz..dvx.dvy.dvz . H is small compared to the total volume of the system in the phase space, but large enough to contain a large number of molecules. In statistical mechanics we are interested in the distribution of phase points in the cells.
A specification of the number of phase points in each cell defines a macrostate of the system. A macrostate can be realized in several ways. Fig. m , shows all possible ways of arrangements of a hypothetical system with two phase points named a and b in two cells I and II. Each one of such arrangement is called a microstate. Thus a microstate specifies where each phase point lies within the limits of dimension of cells.
One of the fundamental hypothesis of statistical mechanics is that all microstates are equally probable; that is over a long period of time any one microstate occurs as often as other. The number of microstates corresponding to any given macrostate is called the thermodynamic probability, W of the macrostate.
In a general case of N phase points and n cells, the thermodynamic probability of a macrostate is given by,
W= N / (N1 N2 N3 …) = N / P Ni
where N is the number of phase points in cell 1, N in cell 2, and so on. The symbol P is used to denote a product.
The thermodynamic equilibrium is the state of maximum thermodynamic probability. This implies that,
d
W = 0or d ln W = 0
Þ
S ln Ni d Ni = 0 (1)There are also two constraints on the system. (i) The total number of particles is a constant. Any increase in the population in some cells must be balanced by decrease in others.
d
N = S d Ni = 0 (2)(ii) The change in the internal energy, when the number of phase points in the ith cell changes by d Ni , is w id Ni . Since the total energy remains constant, the sum of energy changes must be zero.
d
U = S w id Ni = 0 (3)From the three equations (1),(2) and (3) it can be shown that,
Ni = (N/z) exp ( -b w i ) (4)
where b is a constant. Using the Boltzmann theorem* , the constant b is found to be,
b
=1/kTThe constant z = S exp(-b w i )
is called the partition function. The eq.(4) provides an expression for the number phase points Ni in the ith cell for the macrostate of maximum probability.
The equation (4) can be applied on varied systems, as in the case of monatomic ideal gas consisting of N molecules, each of mass m, in an enclosure of volume V. The energy of a molecule in the ith cell is w i =(1/2) mvi2 . The partition function is given by,
z = S exp (-mvi/2kT)
The summation can be replaced by an integration and the partition function z can be evaluated.
z = V/H [ 2p kT/m]3/2
Then Ni is given by,
Ni = NH / V [ m/ (2p k T) ] 3/2 exp [ - m vi2 /(2kT) ]
Ni = N / V [ m/ (2p k T) ] 3/2 exp [ - m v 2 /(2kT) ] dx dy dz dvx dvy dvz
Integrating over x, y, z
d3N = N [ m/ (2p k T) ] 3/2 exp [ - m v 2 /(2kT) ] dvx dvy dvz
This gives the velocity distribution of the molecules. This equation is called the Maxwell Boltzmann distribution law.