Purpose of natural log in gibbs free energy equation

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Discussion Overview

The discussion centers on the role of the natural logarithm in the Gibbs free energy equation, exploring its origins and implications within the context of thermodynamics and statistical mechanics. Participants examine whether the logarithm arises from integration processes or from principles of probability and statistics.

Discussion Character

  • Exploratory
  • Technical explanation
  • Conceptual clarification
  • Debate/contested

Main Points Raised

  • Some participants inquire about the reason for the presence of the natural logarithm in the Gibbs free energy equation, questioning whether it is due to integration or statistical laws.
  • One participant suggests that the logarithm relates to entropy, noting that entropy depends on the logarithm of the number of states available to a system.
  • Another participant mentions that the appearance of the logarithm can be traced back to the properties of logarithms, such as the product rule.
  • Some participants discuss the derivation of the Gibbs free energy equation for ideal gases, indicating that integration steps are involved but do not necessarily attribute the logarithm's presence solely to integration.
  • A later reply emphasizes that different perspectives exist, including classical and statistical thermodynamics, and that integration is part of the derivation process for the equation.
  • One participant points out a potential error in the original equation regarding the sign of the change in standard free energy.

Areas of Agreement / Disagreement

Participants express differing views on the origins of the logarithm in the Gibbs free energy equation, with no consensus reached on whether it is primarily due to integration or statistical principles.

Contextual Notes

Some discussions involve assumptions about the ideal gas behavior and the definitions of terms like chemical potential and standard states, which may not be universally agreed upon.

thedy
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Hi,Im just beginner and I m trying to learn integrals.I m just in starting phase,but still in few tences,not details...How or why we get logarithm in gibbs free energy equation?Because of integration of this equation or due to probability and statistics laws?
Thanks
 
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Maybe you could provide the equation you are referring too?
 
deltaG=-RTlnK
But I mean in general,why there is a ln.And how we get this.By integrating(for now,I don t need why we use integrating)or due to probability(Boltzmann and etc...)
Thanks
 
This term can be traced back to entropy.
In its easiest form the entropy for a system is some function of ##\Omega## where ##\Omega## is the numer of states available to a system. Now if you are combining two sub systems, with possible number of states ##\Omega_1## and ##\Omega_2##, as any state of one system can be combined with any state of the other, ##\Omega=\Omega_1\Omega_2##.
But we know that entropy is an extensive quantity, i.e. doubling a system should double the entropy. To achieve this, entropy has to depend on the logarithm of ##\Omega## as the logarithm of a product becomes the sum of the logarithms. This carries over to ##\Delta G=\Delta H-T\Delta S## due to the second term.
 
Thanks,so it has nothing to do with integration...Right?
 
In your equation is ΔG the standard change in gibbs free energy for a reaction and K the equilibrium constant for the reaction? Is that what your symbols refer to?
 
Chestermiller said:
In your equation is ΔG the standard change in gibbs free energy for a reaction and K the equilibrium constant for the reaction? Is that what your symbols refer to?
Yes,so am I right?Nothing to do with integration?
 
thedy said:
Thanks,so it has nothing to do with integration...Right?

Depends on what you are integrating.
 
DrDu said:
Depends on what you are integrating.
Thanks,but what do you mean with this?
 
  • #10
In the easiest case of ideal gasses ##\Delta G=\sum_i \nu_i \mu_i=\sum_i \nu_i \mu_i^0+RT \sum_i \ln (p_i/p_i^0)=\Delta G_0+RT (\ln \Pi_i p_i /p_i^0)##. Here ##\mu_i## is the chemical potential of compound i, ##\nu_i## the stochiometric coefficient of compound i in the reaction considered and ##p_i## its pressure (##p_i^0## the normal pressure, 1 Atm).
Now this relation can be obtained by integrating e.g. ## d\mu_i=V_i dp_i ## from ##p_i^0## to ##p_i## with ##V_i=RT/p_i## being the molar volume. So you can derive this formula using steps which include integration if you want. However I would not say that integration is the "reason" for the appearance of the logarithm.
 
Last edited:
  • #11
DrDu said:
In the easiest case of ideal gasses ##\Delta G=\sum_i \nu_i \mu_i=\sum_i \nu_i \mu_i^0-RT \sum_i \ln (p_i/p_i^0)=\Delta G_0-RT (\ln \Pi_i p_i /p_i^0)##. Here ##\mu_i## is the chemical potential of compound i, ##\nu_i## the stochiometric coefficient of compound i in the reaction considered and ##p_i## its pressure (##p_i^0## the normal pressure, 1 Atm).
Now this relation can be obtained by integrating e.g. ## d\mu_i=V_i dp_i ## from ##p_i^0## to ##p_i## with ##V_i=RT/p_i## being the molar volume. So you can derive this formula using steps which include integration if you want. However I would not say that integration is the "reason" for the appearance of the logarithm.
OK,so what is the actual reason of this logarithm be in this equation?What inspired physicists?
 
  • #12
I always thought the log was used because it has the property: ln(x*y) = ln(x) + ln(y)
 
  • #13
There are different ways of looking at this. One is from the standpoint of statistical thermodynamics, and the other is from the standpoint of classical thermodynamics. From the standpoint of classical thermodynamics, if G0 is the free energy of formation of a substance in a standard state p0, T0, and G is the free energy of the substance at the same temperature and pressure p, then
G(p,T_0)=G_0+\int_{p_0}^pVdp
This comes directly from the thermodynamic relationship
dG=-SdT+VdP

If the gas is an ideal gas,
G(p,T_0)=G_0+RT_0\ln{\frac{p}{p_0}}
If the pressure is expressed in atmospheres, and, if the reference state is p0= 1atm, then
G(p,T_0)=G_0+RT_0\ln p
If you are dealing with a mixture of ideal gases, such that G in the above equation is the partial molar free energy (aka the chemical potential), then the pressure in the above equation is the partial pressure of a species.

In obtaining the equation for the equilibrium constant in terms of the molar free energies of formation of the reactants and products, you add the free energies stoichiometrically. But at equalibrium, the overall change in the free energy is zero. So this leaves you with the equation:

RT_0\ln K_p=-\Delta G_0

From all this you can see that an integration step was indeed involved in obtaining the final equation for an ideal gas (at least in the classical development). Incidentally, in your equation, you left out a minus sign in front of the change in standard free energy for the reaction.
 
  • #14
OK,thanks to all for answers...:)
 

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