Molecular speeds and the Maxwell distribution ·… | StemPy Lab
Course 12.2·Lesson 2 of 3
Molecular speeds and the Maxwell distribution
Molecules in a gas do not all move at the same speed. Collisions shuffle the speeds all the time, and some molecules move fast while others crawl. The Maxwell distribution tells us what fraction has each speed. It gives three useful speeds and explains why a small rise in temperature can speed up a reaction a lot.
about 35 min1 simulation3 practice questions
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A crowd with many speeds
Think of a busy station. Some people run, many walk and a few stand still. A gas is like this. At any moment the molecules have different speeds. When two molecules collide, one may speed up and the other slow down. Their total energy stays the same, and the speeds change. So even if all molecules started at one speed, the collisions would spread the speeds out within a tiny fraction of a second.
James Clerk Maxwell worked out the spread in 1860. Ludwig Boltzmann later put it on a wider base. The result is the Maxwell distribution, also called the Maxwell-Boltzmann distribution, of molecular speeds.
The formula and what it means
For a gas of molar mass M at temperature T, the fraction of molecules with speeds between u and u+du is f(u)du, where
f(u)=4π(2πRTM)3/2u2e−Mu2/2RT
M is in kg/mol. The unit of f(u) is seconds per metre, because f(u)du is a pure fraction. The area under the whole curve is 1, since every molecule is somewhere.
The shape comes from two factors. The factor u2 grows with speed, because more directions of motion are available at higher speed. The factor e−Mu2/2RT is the Boltzmann factor: 21mu2 is the kinetic energy, and a molecule with a high energy is rare. The first factor wins at low speed and the second at high speed. The curve rises from zero, reaches a peak and then falls in a long tail. Zero molecules have exactly zero speed.
Two graphs of the Maxwell distribution, with speed in m/s on the horizontal axis from 0 to 3000 and the fraction of molecules per m/s on the vertical axis. Left: nitrogen at 300 K, a tall narrow hump with its peak at 422 m/s and height 1.97 times ten to the minus three seconds per metre, and nitrogen at 900 K, a lower and wider hump with its peak at 731 m/s and height 1.14. Vertical lines mark the most probable, average and rms speeds of each curve: 422, 476 and 517 m/s at 300 K, and 731, 825 and 895 m/s at 900 K. Right: three gases at 300 K. Carbon dioxide has the tallest and narrowest hump, peak at 337 m/s. Nitrogen peaks at 422 m/s. Hydrogen has a low, very wide hump with its peak at 1573 m/s and a long tail past 3000 m/s.
Three speeds
One number cannot describe a spread, and three are in use:
The most probable speedump=M2RT is the peak of the curve. We find it by setting the slope of f(u) to zero.
The average speeduˉ=πM8RT is the mean of all the speeds.
The root mean square speedurms=M3RT is the square root of the mean of the squares. It is the one that gives the kinetic energy.
They are always in the same ratio, for every gas and every temperature:
ump:uˉ:urms=1:π4:23=1:1.128:1.225
So urms is the largest, because squaring gives extra weight to fast molecules. For nitrogen, M=28.02g/mol, at 300K, the three speeds are 422m/s, 476m/s and 517m/s.
Because the ratios are fixed, we can also say how many molecules are faster than each of the three. For every gas at every temperature, 57.2% are faster than ump, 46.7% are faster than uˉ and 39.2% are faster than urms. Only 4.6% are faster than twice ump, and 0.044% are faster than three times ump.
Set T=300K and M=28g/mol. The green line is the leftmost of the three lines. Now set M=4g/mol, and watch the peak fall and move far to the right.
The effect of temperature
At a higher temperature, the whole curve moves to the right. The peak speed grows as T, so it moves from 422m/s at 300K to 731m/s at 900K, which is 3=1.73 times. The area stays 1. So the peak gets lower and the curve gets wider.
The tail changes much more than the peak does. For nitrogen, the fraction of molecules faster than 1000m/s is 1.05% at 300K and 29% at 900K. Tripling the temperature makes this fraction 28 times larger.
This is how a small rise in temperature can speed up a reaction. A reaction needs molecules with enough energy. Only the fast tail has it. The fraction of molecules with an energy above E is roughly e−E/RT when E is much larger than RT. A small rise in T makes this number rise steeply. The kinetics chapter uses this in the Arrhenius equation.
The effect of mass
At the same temperature all gases have the same average kinetic energy. A light gas must move faster to have it. So hydrogen has a low and wide curve with a peak at 1573m/s, while carbon dioxide has a tall and narrow curve with a peak at 337m/s. The right half of the picture shows this. A light gas has a long tail. For hydrogen at 300K, about 6.4% of the molecules are faster than 3000m/s, while for helium it is 0.24%. The tail explains why light gases leave the atmosphere of a planet.
Counting the molecules in a range
The fraction of molecules faster than a speed u0 has a closed form. Let x=umpu0. Then
F(u>u0)=erfc(x)+π2xe−x2
where erfc is the complementary error function, which Python and every scientific calculator know. The fraction between two speeds is the difference of two such values. The program below does the same sum by adding up the curve in small steps.
Practise with new numbers
Try it in Python
The program adds up the Maxwell curve for nitrogen at 300K in small steps. It checks that the area is 1 and that the three speeds agree with the formulas.
Common mistakes
Using one speed for every molecule. The three speeds are different, and none of them is the speed of every molecule.
Mixing up the three speeds.ump<uˉ<urms. The factors under the root are 2, π8 and 3.
Thinking that the area changes with temperature. The area is always 1. A hotter gas has a lower and wider curve.
Thinking that the peak moves to the right by the same factor as the temperature. The speed goes as T.
Forgetting that M is in kg/mol. The speeds come out about 32 times too small if the molar mass is in g/mol.
Remember these
Fraction of molecules between u and u+du: f(u)du, with total area 1.
ump=2RT/M, uˉ=8RT/πM, urms=3RT/M. Their ratio is 1:1.128:1.225.
A higher temperature moves the curve to the right and lowers the peak. The fast tail grows a lot.
A lighter gas has a higher peak speed, a lower peak and a wider curve.
57.2% of molecules are faster than ump, and 39.2% are faster than urms.
Check yourself
Try each one on your own first. If you are stuck, open a hint. Then check with Show the answer.
Which is the largest of the three speeds, and which is the smallest?
What happens to the area under the Maxwell curve when the temperature is raised?
Methane, M=16.04g/mol, is at 400K. What is its average speed?
Hydrogen and oxygen are at the same temperature. Which gas has the taller peak in its distribution?
Why does a rise of only 10K make some reactions go much faster?