Could you explain in detail the evolutionary process from a non-equilibrium state to an equilibrium state?

Mar 07, 2026

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The spontaneous evolution of a system from a non-equilibrium state to an equilibrium state is a natural law driven by an inherent potential difference, tending towards a state of maximum entropy through an irreversible process. Its core is the redistribution of energy and matter until a stable state is reached where macroscopic stillness persists while microscopic dynamics continue.

This evolutionary process is widespread in physical, chemical, and even biological systems, such as hot water cooling, ink diffusion, and metal thermal conduction, all governed by the fundamental constraint of the second law of thermodynamics.

 

The core mechanism of the evolutionary process:

Potential difference drives change. The fundamental reason a system deviates from equilibrium is the existence of some kind of "potential difference," such as a temperature difference (heat conduction), pressure difference (volume expansion), concentration difference (diffusion), or chemical potential difference (reaction driving force). These potential differences constitute the driving force within the system or between the system and its environment, prompting macroscopic flows of energy or matter.

Irreversible Relaxation Process In the absence of external intervention, a system gradually eliminates these differences through internal interactions (such as molecular collisions and energy exchange). This process is called relaxation. It is usually irreversible and accompanied by an increase in entropy, conforming to the second law of thermodynamics.

Reaching Dynamic Equilibrium: Macroscopic Stillness, Microscopic Activity When all measurable macroscopic gradients disappear (uniform temperature, consistent pressure, constant concentration), the system enters thermodynamic equilibrium. At this point, there is no net flow macroscopically, but microscopic particles are still in constant motion-this is a dynamic equilibrium (also called thermodynamic equilibrium).

 

Typical Evolution Path Example

1. Heat Conduction: Temperature Tends to Uniformity

Initial State: One end of a metal rod is in contact with a high-temperature heat source, and the other end is in contact with a low-temperature heat source, creating a temperature gradient.

Evolution Process: Heat is continuously transferred along the rod from the high-temperature end to the low-temperature end, accompanied by an increase in entropy.

Final State: If the heat sources at both ends are removed and the system is isolated, the temperature of the entire rod eventually becomes uniform, reaching thermal equilibrium.

2. Diffusion: Concentration Tends to Uniformity

Initial State: A drop of ink is dropped into still water, resulting in extremely high local concentration.

Evolution Process: Ink molecules gradually disperse due to Brownian motion, and the system's disorder increases.

Final State: Completely mixed, uniform color, maximum entropy, and diffusion ceases.

3. Chemical Reaction: Tends to Chemical Equilibrium

Initial State: High reactant concentration, zero product concentration.

Evolution Process: The forward reaction rate is greater than the reverse reaction rate, and the system evolves towards the product direction.

Final State: The forward and reverse reaction rates are equal, the concentrations of each component no longer change, and chemical equilibrium is reached (a type of thermodynamic equilibrium).

 

Special Cases and Boundary Conditions

Case Type

Equilibrium Attainment

Explanation

Isolated System

Inevitably tends towards equilibrium

No external disturbances, maximum entropy at the end

Closed System

Can reach equilibrium

Allows energy exchange, but no matter enters or leaves

Open System

Can maintain a non-equilibrium steady state

Such as a living organism continuously inputting energy, forming dissipative structures (such as cell metabolism)

Metastable State

Surface stable, but actually non-equilibrium

Such as supercooled water that does not freeze at -5℃, but collapses to a true equilibrium state with slight disturbances

Microscopic Perspective: Evolution from the Perspective of Particle Behavior

From a statistical physics perspective, the essence of a system tending towards equilibrium is that the system tends towards the combination of microscopic states with the highest probability of occurrence. Low-entropy (ordered) states correspond to a very small number of microscopic configurations, while high-entropy (disordered) states have a vast number of possibilities. Therefore, the system is "more likely" to evolve into a high-entropy state-this is not a certainty, but rather a statistically overwhelming result.

This also explains why reverse processes (such as ink automatically pooling) are not theoretically absolutely forbidden, but are virtually impossible in reality.

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