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Helmholtz Free Energy

July 6, 2023 | by Bloom Code Studio

In thermodynamics, the Helmholtz free energy is a thermodynamic potential that estimates the useful work available from a closed thermodynamic system at a constant temperature. Let’s look into Helmholtz Energy and how it differs from Gibbs Energy.

What is Helmholtz free energy?

Helmholtz free energy is a concept in thermodynamics where the work of a closed system with constant temperature and volume is measured using thermodynamic potential. It may be described as the following equation:

  • F = U -TS
  • Where,
    • F = Helmholtz free energy in Joules
    • U = Internal energy of the system in Joules
    • T = Absolute temperature of the surroundings in Kelvin
    • S = Entropy of the system in joules per Kelvin

Derivation:

The Helmholtz equation is derived using the law of thermodynamics, so according to 1st law of the thermodynamics

  • 𝜹Q = 𝜹W + dU

If the 1st law of thermodynamics is applied to closed systems,

  • For the close system
  • 𝜹Q = TdS
  • 𝜹W = PdV 
  • ggg
  • dU = d(TS) – SdT – PdV
    • Note: d(TS) = SdT – TdS
  • dU – d(TS) = – (SdT + PdV)
  • dF = – (SdT + PdV)

Application of Helmholtz Free Energy

In equation of state:

The Helmholtz function is used to describe pure fluids with great precision as the sum of an ideal gas and residual components, such as industrial refrigerants.

In auto-encoder:

An artificial neural network called an auto-encoder is used to encode data efficiently. The total cost of the original code and the rebuilt code is calculated here using Helmholtz energy.

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