Thursday, 27 August 2015

statistical mechanics - Probability of finding a molecule in the ground vibrational level


I wanted to estimate the probability of finding a molecule in the ground vibrational level using the Boltzmann distribution:


pi=eϵi/kTNi=0eϵi/kT


Using the quantum harmonic oscillator as a model for the energy



ϵi=hν(i+1/2)=/i=0/=hν2


In the Boltzmann distribution, we have the state of interest divided by the sum of all possible states. But how should I treat the denominator?




Searching a bit I found that the analytical expression for this geometric series is (i not imaginary number)


Ni=0eihν/kT=11ehν/kT


However, is this using a shifted energy scale for the harmonic potential? In that the vibrational energies are 0, hν, 2hν, ..., and not 12hν, 32hν, 52hν, ...? Should I make sure I use the same energy scale for the nominator and denominator in the Boltzmann distribution?




Doing what porphyrin suggested, I get


i=0ehν(i+12)/kT=ehν/kTi=0eihν/kT


Expanding the four first terms



ehν/kTi=0eihν/kT=(ehν/kT1)+(ehν/kTehν/kT)+(ehν/kTe2hν/kT)+(ehν/kTe3hν/kT)=ehν/kT+e2hν/kT+e3hν/kT+e4hν/kT=1enhν/kT


which has an analytical expression for the converged value, right?



Answer



You're on the right track.


Also, using i as an index can be confusing some times because it can be confused with the imaginary number; however, here it should not present a problem. As a matter of habbit however, I like to use j or n or something else..there are only so many letters in the alphabet.


The sum in the denominator is called the partition function, and has the form


Z=jeϵjkT


For the harmonic, oscillator ϵj=(12+j)ω for j{0,1,2..}


Note that ϵ00 there exists a zero point energy.


Let's write out a few terms Z=eω/2kT+eω3/2kT+eω5/2kT+.....



factoring out eω/2kT


Z=eω/2kT(1+eωkT+e2ωkT+.....)


The sum in the bracket takes the form of a geometric series whose sum converges as shown below 1+x+x2+...=1(1x)

herein, xeωkT


Putting all of this together


Z=eω/2kT(1eωkT)


Now, p0=eϵ0/kTZ=eω/2kTZ=eω/2kTeω/2kT(1eωkT)=(1eωkT)


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