Derivation of Helmholtz Energy Minimum in Thermodynamics

[Botttom]

Hey,
The helmholtz energy is supposed to have a minimum when the entropy has a maximum value. Does
anyone knows the derivation for this statement?

 

[person_random_normal]

refer thermodynamics @ khan academy (chemistry section)