Variation of system energy in Canonical Ensemble

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SUMMARY

The discussion focuses on the variation of system energy within the Canonical Ensemble framework, where a system exchanges energy with a reservoir at a specified temperature (T), volume (V), and particle number (N). It clarifies that while the internal energy is a function of T and V, the system can explore multiple microstates with varying energies that correspond to the same macrostate (N,V,T). The expected value of internal energy, denoted as , is a macroscopic quantity that reflects this ensemble average rather than the energy of an individual system. The conversation emphasizes the importance of statistical fluctuations in energy exchange, particularly in large systems.

PREREQUISITES
  • Understanding of Canonical Ensemble in statistical mechanics
  • Familiarity with thermodynamic concepts such as internal energy and macrostates
  • Knowledge of Gibbs entropy and density matrices
  • Basic grasp of statistical fluctuations and their implications in large systems
NEXT STEPS
  • Study the derivation of the Gibbs entropy formula and its applications
  • Explore the concept of microstates and their relationship to macrostates in statistical mechanics
  • Learn about the implications of energy fluctuations in large particle systems
  • Investigate the mathematical treatment of expected values and standard deviations in thermodynamic contexts
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This discussion is beneficial for physicists, particularly those specializing in statistical mechanics, as well as graduate students seeking to deepen their understanding of energy variations in thermodynamic systems.

devd
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A system is in contact with a reservoir at a specific temperature. The macrostate of the system is specified by the triple (N,V,T) viz., particle number, volume and temperature.

The canonical ensemble can be used to analyze the situation. In the canonical ensemble, the system can exchange energy with the reservoir, with the system energy varying, in principle, from zero to infinity.

I don't understand how the system energy can vary once we specify (N,V,T). The internal energy, after all, can be considered to be a function of T and V, U=U(T,V).

Surely, we're not talking about the fluctuation, i.e. the standard deviation in energy, since that is very small for systems with large N. Where am I going wrong?
 
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The ##\underline{\text{expected value}}## of the internal energy ##<U>## is the (macroscopical) quantity that depends of ##N##,##T##.
 
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In order to find the density matrix, you have to minimize the Gibb's entropy: $$S= -k_B Tr(\hat \rho ln \hat \rho)$$
With the constraints: $$Tr(\hat \rho)=1$$ and $$ <U>=Tr(\hat \rho \hat H) =E= constant$$
i.e, you let your system explore all the microstates (which include microstates with different energy) that are compatible with the macroscopic constraint ##<U>=E=constant##
 
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Yes, i think i get where i was going wrong. I was equating the thermodynamic notion of internal energy to the internal energy of one individual system, instead of the ensemble average. Thanks for the reply.

Just to be clear, there are multiple microstates with different U which correspond to the same macrostate defined by (N,V,T), right?
Also, this exchange of energy between the system and reservoir is basically due to statistical fluctuation, which i was ignoring?
 
Exactly.
Moreover, you can prove that, if we define ##\delta U = \frac{<U>-U}{U}## then the standard deviation of ##\delta U## (the relative fluctuations) decay as:
$$ <(\delta U)^{2}> \sim \frac{1}{N}$$
 
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