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Classical Statistical Mechanics in the Canonical Ensemble
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The Equipartition Theorem is Valid in Classical Stat. Mech. ONLY!!!
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Classical Statistical Mechanics
1. The Equipartition Theorem 2. The Classical Ideal Gas a. Kinetic Theory b. Maxwell-Boltzmann Distribution
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Classical Statistical Mechanics (ONLY!) It states:
The Equipartition Theorem in Classical Statistical Mechanics (ONLY!) It states: “Each degree of freedom in a system of particles contributes (½)kBT to the thermal average energy Ē of the system.”
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The Equipartition Theorem is Valid in Classical Stat. Mech. ONLY!!!
“Each degree of freedom in a system of particles contributes (½)kBT to the thermal average energy Ē of the system.” Note: 1. This is strictly valid only if each term in the classical energy is proportional to a momentum (p) squared or to a coordinate (q) squared. 2. The degrees of freedom are associated with translation, rotation & vibration of the system’s molecules.
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We just finished an outline of the proof
In the Classical Cannonical Ensemble, it is straighforward to show that The average energy of a particle per independent degree of freedom (½)kBT. We just finished an outline of the proof
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The Boltzmann (or Maxwell-Boltzmann) Distribution
Start with the Canonical Ensemble Probability Function P(E): This is defined so that P(E) dE probability to find a particular molecule between E & E + dE has the form: Z Partition Function Z
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The Boltzmann Distribution Define: Energy Distribution Function
Canonical Ensemble Probability Function P(E): Z Define: Energy Distribution Function Number Density nV(E): Defined so that nV(E) dE Number of molecules per unit volume with energy between E & E + dE
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Examples: Equipartition of Energy in Classical Statistical Mechanics
Free Particle (One dimension): Z
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Equipartition Theorem Examples 1 d Harmonic Oscillator:
LC Circuit: 1 d Harmonic Oscillator:
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Equipartition Theorem Examples Free Particle in 3 Dimensions:
Rotating Rigid Body:
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1d Simple Harmonic Oscillator
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Classical Ideal Monatomic Gas
For this system, it’s easy to show that the Temperature T is related to the average kinetic energy. For 1 molecule moving with velocity v in 3 d, equipartition takes the form: For each degree of freedom, it’s easy to show:
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Classical Statistical Mechanics:
Canonical Ensemble Averages Probability Function: Z P(E) dE probability to find a particular molecule between E & E + dE Normalization:
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So: Z Average Energy: Average Velocity:
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Classical Kinetic Theory Results
We just saw that, from the Equipartition Theorem, the kinetic energy of each particle in an ideal gas is related to the gas temperature as: <E> = (½)mv2 = (3/2)kBT (1) v is the thermal average velocity. Canonical Ensemble Probability Function: Z In this form, P(E) is known as the Maxwell-Boltzmann Energy Distribution
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Maxwell-Boltzmann Velocity Distribution
Using <E> = (½)mv2 = (3/2)kBT along with P(E), the Probability Distribution of Energy E can be converted into a Probability Distribution of Velocity P(v) This has the form: P(v) = C exp[- (½)m(v)2/(kT)] In this form, P(v) is known as the Maxwell-Boltzmann Velocity Distribution
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Equipartition Theorem:
Kinetic Molecular Model for Ideal Gases Due originally to Maxwell & Boltzmann Assumptions The gas consists of large number of individual point particles (zero volume). Particles are in constant random motion & collisions. No forces are exerted between molecules. Equipartition Theorem: Gas Average Kinetic Energy is Proportional to the Temperature in Kelvin.
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Maxwell-Boltzmann Velocity Distribution
The Canonical Ensemble gives a distribution of molecules in terms of Speed/Velocity or Energy. The 1-Dimensional Velocity Distribution in the x-direction (ux) has the form:
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Maxwell-Boltzmann Velocity Distribution
High T Low T
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In Cartesian Coordinates:
3D Maxwell-Boltzmann Velocity Distribution a (½)[m/(kBT)] In Cartesian Coordinates:
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Maxwell-Boltzmann Speed Distribution
Change to spherical coordinates in Velocity Space. Reshape the box into a sphere in velocity space of the same volume with radius u . V = (4/3) u3 with u2 = ux2 + uy2 + uz2 dV = dux duy duz = 4 u2 du
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3D Maxwell-Boltzmann Speed Distribution
Low T High T
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Maxwell-Boltzmann Speed Distribution
Convert the speed-distribution into an energy distribution: = (½)mu2, d = mu du
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Some Important Velocity Values from the M-B Distribution
urms = root mean square (rms) velocity uavg = average speed ump = most probable velocity
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Comparison of Velocity Values
Ratios in Terms of urms uavg ump 1.73 1.60 1.41
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Maxwell-Boltzmann Velocity Distribution
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Maxwell-Boltzmann Speed Distribution
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Maxwell-Boltzmann Speed Distribution
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The Probability Density Function
Random motions of the molecules can be characterized by a probability distribution function. Since the velocity directions are uniformly distributed, the problem reduces to a speed distribution. The function f(v)dv is isotropic. f(v)dv fractional number of mol ecules in the speed range from v to v + dv. Of course, a probability distribution function has to satisfy the condition:
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The Probability Density Function
We can use the distribution function to compute the average behavior of the molecules:
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