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Bsc Chemistry ____________________________________________________________________________________________________ Subject Physics Paper No and Title P10 Statistical Physics Module No and Title Module 14Ensemble Theory(classical)-IV(Canonical Ensemble( More Applications), Equipartition Theorem Virial Theorem and Density of States) Module Tag Phy_P10_M14.doc Content Writer Prof. P.K. Ahluwalia Physics Department Himachal Pradesh University Shimla 171 005 TABLE OF CONTENTS 1. Learning Outcomes 2. Introduction 3. Canonical Ensemble(More Applications): 3.1 A System of Harmonic Oscillators (Classical and Quantum Mechanical Treatment) 3.2 Para-magnetism (Classical and Quantum Mechanical Treatment) 4. Equipartition Theorem 5. Virial Theorem 6. Density of Statesover Energy 7. Summary Appendices A1 Expansion of a logarithmic function and 퐜퐨퐭퐡 풙 A2 Spreadsheet for plotting Langevin and Brillouin functions Physics PAPER No. 10 : Statistical Mechanics MODULE No.14 : Ensemble Theory(classical)-IV (Canonical Ensemble( More Applications), Equipartition Theorem Virial Theorem and Density of States) ____________________________________________________________________________________________________ 1. Learning Outcomes After studying this module, you shall be able to Apply the approach of canonical ensemble via partition function to two very important prototype systems in physics via partition function o A collection of harmonic oscillators (classical and quantum mechanical treatment) o Para-magnetism (classical and quantum mechanical treatment). Compare the classical and quantum mechanical results obtained in the above two examples and see under what conditions quantum mechanical results approach classical results. To appreciate equipartition theorem and virial theorems as classical canonical ensemble 흏푯 averages of the quantity 푿풂 , where 푿풂 and 푿풃 are any two of the phase space co- 흏푿풃 ordinates of the system. To apply equipartition theorem to derive some well-known results for systems such as monoatomic gas, a diatomic gas, a harmonic oscillator and a crystalline solid. Derive virial theorem. Understand the importance of virial in computation of equation of state of a system and paving way for calculating pressure of the system. Calculate density of states over energy for a three dimensional system of free particles in non-relativistic, relativistic and ultra-relativistic regime. 2. Introduction In this module we carry forward the applications of canonical ensemble two most important problems of the physics: a collection of harmonic oscillators and classical model of para-magnetism treated as a system of N magnetic dipoles. Also we shall encounter two beautiful theorems called virial theorem of Clausius and equipartition theorem of Boltzmann. These theorems have many applications to arrive at some useful results in thermodynamics and statistical mechanics. 3. Canonical Ensemble (More Applications) Now we will look at some more interesting applicationsof canonical ensemble and simplicity with results can be obtained using partition function approach. 3.1 A System of Harmonic Oscillators Let us now examine a collection of N independent identical Linear harmonic oscillators using partition function approach as an application of canonical ensemble which forms a precursor to the study the statistical mechanics of a collection of photons in black body radiation and a collection of phonons in theory of lattice vibrations in solids. We treat the oscillators as first as classical entities and later as quantum mechanical entities to get the thermodynamics of the system and compare the results for any change in going from classical system of harmonic oscillators to quantum mechanical system of harmonic oscillators. Physics PAPER No. 10 : Statistical Mechanics MODULE No.14 : Ensemble Theory(classical)-IV (Canonical Ensemble( More Applications), Equipartition Theorem Virial Theorem and Density of States) ____________________________________________________________________________________________________ The Hamiltonian for a this set of identical linear harmonic oscillators, each having mass m and frequency 흎 is given by 푵 풑ퟐ ퟏ (1) 푯 = 풊 + 풎흎ퟐ풒ퟐ ퟐ풎 ퟐ 풊 풊=ퟏ (a) Classical Approach Now we are ready to write a one particle partition function for the recalling the definition in the Module 13. ퟏ (2) 풁 = 풆−휷푯풊 풒풊,풑풊 풅ퟑ풒 풅ퟑ퐩 ퟏ 풉 풊 퐢 ퟐ 휷풑 ퟏ ퟏ − 풊 − 휷풎흎ퟐ풒ퟐ = 풆 ퟐ풎 풅ퟑ풑 풆 ퟐ 풊 풅ퟑ퐪 풉 풊 퐢 ퟏ ퟏ (3) ퟏ ퟐ풎흅 ퟐ ퟐ흅 ퟐ ퟏ 풁 = = ퟏ 풉 휷 휷풎흎ퟐ 휷ℏ흎 ퟏ Here 휷 = . The partition function for the collection of independent N linear 풌푩푻 harmonic oscillators can be written as 푵 −푵 풁 = 풁ퟏ = 휷ℏ흎 (4) Now all thermodynamic properties can be derived Helmholtz free energy (F) ℏ흎 (5) 푭 = −풌푩푻 퐥퐧 풁 = 푵풌푩푻 퐥퐧 휷ℏ흎 = 푵풌푩푻 퐥퐧 풌푩푻 Entropy (S) 흏푭 ℏ흎 (6) 푺 = − = 푵풌푩 ퟏ − 퐥퐧 흏푻 푵,푽 풌푩푻 Internal Energy (E=F+TS) 푬 = 푵풌푩푻 (7) Physics PAPER No. 10 : Statistical Mechanics MODULE No.14 : Ensemble Theory(classical)-IV (Canonical Ensemble( More Applications), Equipartition Theorem Virial Theorem and Density of States) ____________________________________________________________________________________________________ This result is in accordance with law of equipartition of energy, according to which each quadratic term in the Hamiltonian for each harmonic oscillator contributes a ퟏ term 풌 푻. ퟐ 푩 Pressure (P) 흏푬 (8) 푷 = − = ퟎ 흏푽 푵,푻 Chemical Potential (흁) 흏푭 ℏ흎 (9) 흁 = = 푵풌푩푻 퐥퐧 흏푵 푽,푻 풌푩푻 Specific heat (푪풑 = 푪푽) 흏푬 (10) 푪푷 = 푪푽 = = 풌푩푻 흏푻 푵,푽 (b) Quantum mechanical approach Quantum mechanically, each linear harmonic oscillator is characterized by energy eigen value given by ퟏ (11) 흐 = 풏 + ℏ흎 , 풏 = ퟎ, ퟏ, ퟐ, ퟑ … … … … 풏 ퟐ Once again single oscillator partition function can be written as ퟏ ∞ ∞ − 휷ℏ흎 (12) ퟏ ퟐ − 휷ℏ흎 풆 풛 = 풆−휷흐풏 = 풆 ퟐ 풆−휷풏ℏ흎 = ퟏ ퟏ − 풆−휷풏ℏ흎 풏=ퟎ 풏=ퟎ ퟏ −ퟏ = ퟐ 퐬퐢퐧퐡 휷ℏ흎 ퟐ The partition function for the N Oscillator system is given by Physics PAPER No. 10 : Statistical Mechanics MODULE No.14 : Ensemble Theory(classical)-IV (Canonical Ensemble( More Applications), Equipartition Theorem Virial Theorem and Density of States) ____________________________________________________________________________________________________ ퟏ −푵 (13) 풁 = 풁 푵 = ퟐ 퐬퐢퐧퐡 휷ℏ흎 ퟏ ퟐ Now we can derive all thermodynamic properties Helmholtz free energy (F) ퟏ (14) 푭 = −풌 푻 퐥퐧 풁 = 푵풌 푻 퐥퐧 ퟐ 퐬퐢퐧퐡 휷ℏ흎 푩 푩 ퟐ ퟏ = 푵 ℏ흎 + 풌 푻 퐥퐧 ퟏ − 풆−휷ℏ흎 ퟐ 푩 Entropy (S) 흏푭 (15) 푺 = − 흏푻 푵,푽 ퟏ ퟏ = 푵풌 휷ℏ흎 퐜퐨퐭퐡 휷ℏ흎 푩 ퟐ ퟐ ퟏ − 퐥퐧 ퟐ 퐬퐢퐧퐡 휷ℏ흎 ퟐ Internal Energy (푬 = 푭 + 푻푺) ퟏ ퟏ ퟏ ℏ흎 (16) 푬 = 푭 + 푻푺 = 푵ℏ흎 퐜퐨퐭퐡 휷ℏ흎 = 푵 ℏ흎 + ퟐ ퟐ ퟐ 풆휷ℏ흎 − ퟏ This result is in not in accordance with law of equipartition of energy, according to which each quadratic term in the Hamiltonian for each harmonic oscillator ퟏ contributes a term 풌 푻. ퟐ 푩 Pressure (P) 흏푬 (17) 푷 = − = ퟎ 흏푽 푵,푻 Chemical Potential (흁) 흏푭 ퟏ −휷ℏ흎 (18) 흁 = = ℏ흎 + 풌푩푻 퐥퐧 ퟏ − 풆 흏푵 푽,푻 ퟐ Physics PAPER No. 10 : Statistical Mechanics MODULE No.14 : Ensemble Theory(classical)-IV (Canonical Ensemble( More Applications), Equipartition Theorem Virial Theorem and Density of States) ____________________________________________________________________________________________________ Specific heat (푪풑 = 푪푽) ퟐ (19) 흏푬 ퟏ ퟐ ퟏ 푪푷 = 푪푽 = = 푵풌푩 ℏ흎휷 퐜퐨퐬퐞퐜퐡 휷ℏ흎 흏푻 푵,푽 ퟐ ퟐ 풆휷ℏ흎 = 푵풌 ℏ흎휷 ퟐ 푩 풆휷ℏ흎 − ퟏ ퟐ All these results from (5) to (9) approach classical results for 풌푩푻 ≫ ℏ흎 3.1 Paramagnetism Let us now examine a collection of N independent identical spins sitting at different points using partition function approach. Each of these spins can be treated as magnetic dipoles with a magnetic moment 흁. These are distinguishable as they are sitting at different locations. These form a non-interacting system in the sense that each magnetic dipole does not experience the field of the other dipoles. These magnetic dipoles can be orientedin any direction with the application of external magnetic field. Since the spins are localized they have no kinetic energy. The Hamiltonian of such a system consists, therefore, of magnetic potential energy in the presence of magnetic field 횮 only which can be written as 푵 (20) 푯 = − 흁 풊 . 횮 풊=ퟏ Here 흁풊 is the magnetic moment of the ith magnetic dipole. We look at the system both classically and quantum mechanically and try to get some well-knownresult such as Curie Law for paramagnetic systems. (i) A classical Treatment In this case equation (20) can be written explicitly in terms of orientation 휽풊 of each magnetic dipole as 푵 (21) 푯 = − 흁풊 횮 퐜퐨퐬 휽풊 = −푵흁횮 퐜퐨퐬 휽 풊=ퟏ 휽 Now the single particle partition function can be written, remembering that three dimensional orientation is decided by 휽 and 흓 Physics PAPER No. 10 : Statistical Mechanics MODULE No.14 : Ensemble Theory(classical)-IV (Canonical Ensemble( More Applications), Equipartition Theorem Virial Theorem and Density of States) ____________________________________________________________________________________________________ So that single dipole partition function can be written as ퟐ흅 흅 (22) (휷흁횮 퐜퐨퐬 휽) (휷흁횮 퐜퐨퐬 휽) 풁ퟏ = 풆 = 풆 퐬퐢퐧 휽 풅휽풅흓 휽 ퟎ ퟎ Putting 퐱 = 퐜퐨퐬 휽 we solve equation (22) to get ퟐ흅 +ퟏ (23) (휷흁횮 풙) 퐬퐢퐧퐡(휷흁 횮) 풁ퟏ = 풆 풅풙풅흓 = ퟒ흅 ퟎ −ퟏ (훃훍횮) So the partition function of the system can be written as 퐬퐢퐧퐡(휷흁 횮) 푵 (24) 풁 = 풁 푵 = ퟒ흅 ퟏ 훃훍횮 Now we can calculate the thermodynamic properties using the results derived in module XIII. Helmholtz free energy (F) 퐬퐢퐧퐡(휷흁 횮) (25) 푭 = −푵 퐤 퐓 퐥퐧 ퟒ흅 퐁 훃훍횮 Magnetization 푴 of the system 흏푭 훛(퐥퐧 퐬퐢퐧퐡(휷흁 횮) − 퐥퐧 훃훍횮 ) (26) 푴 = − = 푵퐤퐁퐓 = 흏횮 푻,푵 흏횮 ퟏ (27) 푴 = 푵 흁 퐜퐨퐭퐡 휷흁횮 − = 푵흁푳 휷흁횮 훃훍횮 The mean magnetization in the direction of the magnetic field is 푴 ퟏ (28) 흁 = = 흁 퐜퐨퐭퐡 휷흁횮 − 푵 훃훍횮 ퟏ Where 푳 풙 = 퐜퐨퐭퐡 풙 − is the Langevin function,
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