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Thermodynamic equilibrium
Thermodynamic equilibrium
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Thermodynamic equilibrium is a notion of thermodynamics with axiomatic status referring to an internal state of a single thermodynamic system, or a relation between several thermodynamic systems connected by more or less permeable or impermeable walls. In thermodynamic equilibrium, there are no net macroscopic flows of mass nor of energy within a system or between systems. In a system that is in its own state of internal thermodynamic equilibrium, not only is there an absence of macroscopic change, but there is an "absence of any tendency toward change on a macroscopic scale."[1]

Systems in mutual thermodynamic equilibrium are simultaneously in mutual thermal, mechanical, chemical, and radiative equilibria. Systems can be in one kind of mutual equilibrium, while not in others. In thermodynamic equilibrium, all kinds of equilibrium hold at once and indefinitely, unless disturbed by a thermodynamic operation. In a macroscopic equilibrium, perfectly or almost perfectly balanced microscopic exchanges occur; this is the physical explanation of the notion of macroscopic equilibrium.

A thermodynamic system in a state of internal thermodynamic equilibrium has a spatially uniform temperature. Its intensive properties, other than temperature, may be driven to spatial inhomogeneity by an unchanging long-range force field imposed on it by its surroundings.

In systems that are at a state of non-equilibrium there are, by contrast, net flows of matter or energy. If such changes can be triggered to occur in a system in which they are not already occurring, the system is said to be in a "meta-stable equilibrium".

Though not a widely named "law," it is an axiom of thermodynamics that there exist states of thermodynamic equilibrium. The second law of thermodynamics states that when an isolated body of material starts from an equilibrium state, in which portions of it are held at different states by more or less permeable or impermeable partitions, and a thermodynamic operation removes or makes the partitions more permeable, then it spontaneously reaches its own new state of internal thermodynamic equilibrium and this is accompanied by an increase in the sum of the entropies of the portions.

Overview

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Classical thermodynamics deals with states of dynamic equilibrium. The state of a system at thermodynamic equilibrium is the one for which some thermodynamic potential is minimized (in the absence of an applied voltage),[2] or for which the entropy (S) is maximized, for specified conditions. One such potential is the Helmholtz free energy (A), for a closed system at constant volume and temperature (controlled by a heat bath):

Another potential, the Gibbs free energy (G), is minimized at thermodynamic equilibrium in a closed system at constant temperature and pressure, both controlled by the surroundings:

where T denotes the absolute thermodynamic temperature, P the pressure, S the entropy, V the volume, and U the internal energy of the system. In other words, is a necessary condition for chemical equilibrium under these conditions (in the absence of an applied voltage).

Thermodynamic equilibrium is the unique stable stationary state that is approached or eventually reached as the system interacts with its surroundings over a long time. The above-mentioned potentials are mathematically constructed to be the thermodynamic quantities that are minimized under the particular conditions in the specified surroundings.

Conditions

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  • For a completely isolated system, S is maximum at thermodynamic equilibrium.
  • For a closed system at controlled constant temperature and volume, A is minimum at thermodynamic equilibrium.
  • For a closed system at controlled constant temperature and pressure without an applied voltage, G is minimum at thermodynamic equilibrium.

The various types of equilibriums are achieved as follows:

  • Two systems are in thermal equilibrium when their temperatures are the same.
  • Two systems are in mechanical equilibrium when their pressures are the same.
  • Two systems are in diffusive equilibrium when their chemical potentials are the same.
  • All forces are balanced and there is no significant external driving force.

Relation of exchange equilibrium between systems

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Often the surroundings of a thermodynamic system may also be regarded as another thermodynamic system. In this view, one may consider the system and its surroundings as two systems in mutual contact, with long-range forces also linking them. The enclosure of the system is the surface of contiguity or boundary between the two systems. In the thermodynamic formalism, that surface is regarded as having specific properties of permeability. For example, the surface of contiguity may be supposed to be permeable only to heat, allowing energy to transfer only as heat. Then the two systems are said to be in thermal equilibrium when the long-range forces are unchanging in time and the transfer of energy as heat between them has slowed and eventually stopped permanently; this is an example of a contact equilibrium. Other kinds of contact equilibrium are defined by other kinds of specific permeability.[3] When two systems are in contact equilibrium with respect to a particular kind of permeability, they have common values of the intensive variable that belongs to that particular kind of permeability. Examples of such intensive variables are temperature, pressure, chemical potential.

A contact equilibrium may be regarded also as an exchange equilibrium. There is a zero balance of rate of transfer of some quantity between the two systems in contact equilibrium. For example, for a wall permeable only to heat, the rates of diffusion of internal energy as heat between the two systems are equal and opposite. An adiabatic wall between the two systems is 'permeable' only to energy transferred as work; at mechanical equilibrium the rates of transfer of energy as work between them are equal and opposite. If the wall is a simple wall, then the rates of transfer of volume across it are also equal and opposite; and the pressures on either side of it are equal. If the adiabatic wall is more complicated, with a sort of leverage, having an area-ratio, then the pressures of the two systems in exchange equilibrium are in the inverse ratio of the volume exchange ratio; this keeps the zero balance of rates of transfer as work.

A radiative exchange can occur between two otherwise separate systems. Radiative exchange equilibrium prevails when the two systems have the same temperature.[4]

Thermodynamic state of internal equilibrium of a system

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A collection of matter may be entirely isolated from its surroundings. If it has been left undisturbed for an indefinitely long time, classical thermodynamics postulates that it is in a state in which no changes occur within it, and there are no flows within it. This is a thermodynamic state of internal equilibrium.[5][6] (This postulate is sometimes, but not often, called the "minus first" law of thermodynamics.[7] One textbook[8] calls it the "zeroth law", remarking that the authors think this more befitting that title than its more customary definition, which apparently was suggested by Fowler.)

Such states are a principal concern in what is known as classical or equilibrium thermodynamics, for they are the only states of the system that are regarded as well defined in that subject. A system in contact equilibrium with another system can by a thermodynamic operation be isolated, and upon the event of isolation, no change occurs in it. A system in a relation of contact equilibrium with another system may thus also be regarded as being in its own state of internal thermodynamic equilibrium.

Multiple contact equilibrium

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The thermodynamic formalism allows that a system may have contact with several other systems at once, which may or may not also have mutual contact, the contacts having respectively different permeabilities. If these systems are all jointly isolated from the rest of the world those of them that are in contact then reach respective contact equilibria with one another.

If several systems are free of adiabatic walls between each other, but are jointly isolated from the rest of the world, then they reach a state of multiple contact equilibrium, and they have a common temperature, a total internal energy, and a total entropy.[9][10][11][12] Amongst intensive variables, this is a unique property of temperature. It holds even in the presence of long-range forces. (That is, there is no "force" that can maintain temperature discrepancies.) For example, in a system in thermodynamic equilibrium in a vertical gravitational field, the pressure on the top wall is less than that on the bottom wall, but the temperature is the same everywhere.

A thermodynamic operation may occur as an event restricted to the walls that are within the surroundings, directly affecting neither the walls of contact of the system of interest with its surroundings, nor its interior, and occurring within a definitely limited time. For example, an immovable adiabatic wall may be placed or removed within the surroundings. Consequent upon such an operation restricted to the surroundings, the system may be for a time driven away from its own initial internal state of thermodynamic equilibrium. Then, according to the second law of thermodynamics, the whole undergoes changes and eventually reaches a new and final equilibrium with the surroundings. Following Planck, this consequent train of events is called a natural thermodynamic process.[13] It is allowed in equilibrium thermodynamics just because the initial and final states are of thermodynamic equilibrium, even though during the process there is transient departure from thermodynamic equilibrium, when neither the system nor its surroundings are in well defined states of internal equilibrium. A natural process proceeds at a finite rate for the main part of its course. It is thereby radically different from a fictive quasi-static 'process' that proceeds infinitely slowly throughout its course, and is fictively 'reversible'. Classical thermodynamics allows that even though a process may take a very long time to settle to thermodynamic equilibrium, if the main part of its course is at a finite rate, then it is considered to be natural, and to be subject to the second law of thermodynamics, and thereby irreversible. Engineered machines and artificial devices and manipulations are permitted within the surroundings.[14][15] The allowance of such operations and devices in the surroundings but not in the system is the reason why Kelvin in one of his statements of the second law of thermodynamics spoke of "inanimate" agency; a system in thermodynamic equilibrium is inanimate.[16]

Otherwise, a thermodynamic operation may directly affect a wall of the system.

It is often convenient to suppose that some of the surrounding subsystems are so much larger than the system that the process can affect the intensive variables only of the surrounding subsystems, and they are then called reservoirs for relevant intensive variables.

Local and global equilibrium

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It can be useful to distinguish between global and local thermodynamic equilibrium. In thermodynamics, exchanges within a system and between the system and the outside are controlled by intensive parameters. As an example, temperature controls heat exchanges. Global thermodynamic equilibrium (GTE) means that those intensive parameters are homogeneous throughout the whole system, while local thermodynamic equilibrium (LTE) means that those intensive parameters are varying in space and time, but are varying so slowly that, for any point, one can assume thermodynamic equilibrium in some neighborhood about that point.

If the description of the system requires variations in the intensive parameters that are too large, the very assumptions upon which the definitions of these intensive parameters are based will break down, and the system will be in neither global nor local equilibrium. For example, it takes a certain number of collisions for a particle to equilibrate to its surroundings. If the average distance it has moved during these collisions removes it from the neighborhood it is equilibrating to, it will never equilibrate, and there will be no LTE. Temperature is, by definition, proportional to the average internal energy of an equilibrated neighborhood. Since there is no equilibrated neighborhood, the concept of temperature doesn't hold, and the temperature becomes undefined.

This local equilibrium may apply only to a certain subset of particles in the system. For example, LTE is usually applied only to massive particles. In a radiating gas, the photons being emitted and absorbed by the gas do not need to be in a thermodynamic equilibrium with each other or with the massive particles of the gas for LTE to exist. In some cases, it is not considered necessary for free electrons to be in equilibrium with the much more massive atoms or molecules for LTE to exist.

As an example, LTE will exist in a glass of water that contains a melting ice cube. The temperature inside the glass can be defined at any point, but it is colder near the ice cube than far away from it. If energies of the molecules located near a given point are observed, they will be distributed according to the Maxwell–Boltzmann distribution for a certain temperature. If the energies of the molecules located near another point are observed, they will be distributed according to the Maxwell–Boltzmann distribution for another temperature.

Local thermodynamic equilibrium does not require either local or global stationarity. In other words, each small locality need not have a constant temperature. However, it does require that each small locality change slowly enough to practically sustain its local Maxwell–Boltzmann distribution of molecular velocities. A global non-equilibrium state can be stably stationary only if it is maintained by exchanges between the system and the outside. For example, a globally-stable stationary state could be maintained inside the glass of water by continuously adding finely powdered ice into it to compensate for the melting, and continuously draining off the meltwater. Natural transport phenomena may lead a system from local to global thermodynamic equilibrium. Going back to our example, the diffusion of heat will lead our glass of water toward global thermodynamic equilibrium, a state in which the temperature of the glass is completely homogeneous.[17]

Reservations

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Some accounts of thermodynamic equilibrium often enough make provisos or reservations to their statements. Some writers leave such reservations merely implied or more or less unstated.

For example, H. B. Callen writes in this context: "In actuality, few systems are in absolute and true equilibrium." He refers to radioactive processes and remarks that they may take "cosmic times to complete, [and] generally can be ignored". He adds "In practice, the criterion for equilibrium is circular. Operationally, a system is in an equilibrium state if its properties are consistently described by thermodynamic theory!"[18]

J.A. Beattie and I. Oppenheim write: "Insistence on a strict interpretation of the definition of equilibrium would rule out the application of thermodynamics to practically all states of real systems."[19]

A.B. Pippard writes in The Elements of Classical Thermodynamics: "Given long enough a supercooled vapour will eventually condense, ... . The time involved may be so enormous, however, perhaps 10100 years or more, ... . For most purposes, provided the rapid change is not artificially stimulated, the systems may be regarded as being in equilibrium."[20]

Another author, A. Münster, writes in this context. He observes that thermonuclear processes often occur so slowly that they can be ignored in thermodynamics. He comments: "The concept 'absolute equilibrium' or 'equilibrium with respect to all imaginable processes', has therefore, no physical significance." He therefore states that: "... we can consider an equilibrium only with respect to specified processes and defined experimental conditions."[21]

According to L. Tisza: "... in the discussion of phenomena near absolute zero. The absolute predictions of the classical theory become particularly vague because the occurrence of frozen-in nonequilibrium states is very common."[22]

Definitions

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The most general kind of thermodynamic equilibrium of a system is through contact with the surroundings that allows simultaneous passages of all chemical substances and all kinds of energy.[clarification needed] A system in thermodynamic equilibrium may move with uniform acceleration through space but must not change its shape or size while doing so; thus it is defined by a rigid volume in space. It may lie within external fields of force, determined by external factors of far greater extent than the system itself, so that events within the system cannot in an appreciable amount affect the external fields of force. The system can be in thermodynamic equilibrium only if the external force fields are uniform, and are determining its uniform acceleration, or if it lies in a non-uniform force field but is held stationary there by local forces, such as mechanical pressures, on its surface.

Thermodynamic equilibrium is a primitive notion of the theory of thermodynamics. According to P.M. Morse: "It should be emphasized that the fact that there are thermodynamic states, ..., and the fact that there are thermodynamic variables which are uniquely specified by the equilibrium state ... are not conclusions deduced logically from some philosophical first principles. They are conclusions ineluctably drawn from more than two centuries of experiments."[23] This means that thermodynamic equilibrium is not to be defined solely in terms of other theoretical concepts of thermodynamics. M. Bailyn proposes a fundamental law of thermodynamics that defines and postulates the existence of states of thermodynamic equilibrium.[24]

Textbook definitions of thermodynamic equilibrium are often stated carefully, with some reservation or other.

For example, A. Münster writes: "An isolated system is in thermodynamic equilibrium when, in the system, no changes of state are occurring at a measurable rate." There are two reservations stated here; the system is isolated; any changes of state are immeasurably slow. He discusses the second proviso by giving an account of a mixture oxygen and hydrogen at room temperature in the absence of a catalyst. Münster points out that a thermodynamic equilibrium state is described by fewer macroscopic variables than is any other state of a given system. This is partly, but not entirely, because all flows within and through the system are zero.[25]

R. Haase's presentation of thermodynamics does not start with a restriction to thermodynamic equilibrium because he intends to allow for non-equilibrium thermodynamics. He considers an arbitrary system with time invariant properties. He tests it for thermodynamic equilibrium by cutting it off from all external influences, except external force fields. If after insulation, nothing changes, he says that the system was in equilibrium.[26]

In a section headed "Thermodynamic equilibrium", H.B. Callen defines equilibrium states in a paragraph. He points out that they "are determined by intrinsic factors" within the system. They are "terminal states", towards which the systems evolve, over time, which may occur with "glacial slowness".[27] This statement does not explicitly say that for thermodynamic equilibrium, the system must be isolated; Callen does not spell out what he means by the words "intrinsic factors".

Another textbook writer, C.J. Adkins, explicitly allows thermodynamic equilibrium to occur in a system which is not isolated. His system is, however, closed with respect to transfer of matter. He writes: "In general, the approach to thermodynamic equilibrium will involve both thermal and work-like interactions with the surroundings." He distinguishes such thermodynamic equilibrium from thermal equilibrium, in which only thermal contact is mediating transfer of energy.[28]

Another textbook author, J.R. Partington, writes: "(i) An equilibrium state is one which is independent of time." But, referring to systems "which are only apparently in equilibrium", he adds : "Such systems are in states of ″false equilibrium.″" Partington's statement does not explicitly state that the equilibrium refers to an isolated system. Like Münster, Partington also refers to the mixture of oxygen and hydrogen. He adds a proviso that "In a true equilibrium state, the smallest change of any external condition which influences the state will produce a small change of state ..."[29] This proviso means that thermodynamic equilibrium must be stable against small perturbations; this requirement is essential for the strict meaning of thermodynamic equilibrium.

A student textbook by F.H. Crawford has a section headed "Thermodynamic Equilibrium". It distinguishes several drivers of flows, and then says: "These are examples of the apparently universal tendency of isolated systems toward a state of complete mechanical, thermal, chemical, and electrical—or, in a single word, thermodynamic—equilibrium."[30]

A monograph on classical thermodynamics by H.A. Buchdahl considers the "equilibrium of a thermodynamic system", without actually writing the phrase "thermodynamic equilibrium". Referring to systems closed to exchange of matter, Buchdahl writes: "If a system is in a terminal condition which is properly static, it will be said to be in equilibrium."[31] Buchdahl's monograph also discusses amorphous glass, for the purposes of thermodynamic description. It states: "More precisely, the glass may be regarded as being in equilibrium so long as experimental tests show that 'slow' transitions are in effect reversible."[32] It is not customary to make this proviso part of the definition of thermodynamic equilibrium, but the converse is usually assumed: that if a body in thermodynamic equilibrium is subject to a sufficiently slow process, that process may be considered to be sufficiently nearly reversible, and the body remains sufficiently nearly in thermodynamic equilibrium during the process.[33]

A. Münster carefully extends his definition of thermodynamic equilibrium for isolated systems by introducing a concept of contact equilibrium. This specifies particular processes that are allowed when considering thermodynamic equilibrium for non-isolated systems, with special concern for open systems, which may gain or lose matter from or to their surroundings. A contact equilibrium is between the system of interest and a system in the surroundings, brought into contact with the system of interest, the contact being through a special kind of wall; for the rest, the whole joint system is isolated. Walls of this special kind were also considered by C. Carathéodory, and are mentioned by other writers also. They are selectively permeable. They may be permeable only to mechanical work, or only to heat, or only to some particular chemical substance. Each contact equilibrium defines an intensive parameter; for example, a wall permeable only to heat defines an empirical temperature. A contact equilibrium can exist for each chemical constituent of the system of interest. In a contact equilibrium, despite the possible exchange through the selectively permeable wall, the system of interest is changeless, as if it were in isolated thermodynamic equilibrium. This scheme follows the general rule that "... we can consider an equilibrium only with respect to specified processes and defined experimental conditions."[21] Thermodynamic equilibrium for an open system means that, with respect to every relevant kind of selectively permeable wall, contact equilibrium exists when the respective intensive parameters of the system and surroundings are equal.[3] This definition does not consider the most general kind of thermodynamic equilibrium, which is through unselective contacts. This definition does not simply state that no current of matter or energy exists in the interior or at the boundaries; but it is compatible with the following definition, which does so state.

M. Zemansky also distinguishes mechanical, chemical, and thermal equilibrium. He then writes: "When the conditions for all three types of equilibrium are satisfied, the system is said to be in a state of thermodynamic equilibrium".[34]

P.M. Morse writes that thermodynamics is concerned with "states of thermodynamic equilibrium". He also uses the phrase "thermal equilibrium" while discussing transfer of energy as heat between a body and a heat reservoir in its surroundings, though not explicitly defining a special term 'thermal equilibrium'.[35]

J.R. Waldram writes of "a definite thermodynamic state". He defines the term "thermal equilibrium" for a system "when its observables have ceased to change over time". But shortly below that definition he writes of a piece of glass that has not yet reached its "full thermodynamic equilibrium state".[36]

Considering equilibrium states, M. Bailyn writes: "Each intensive variable has its own type of equilibrium." He then defines thermal equilibrium, mechanical equilibrium, and material equilibrium. Accordingly, he writes: "If all the intensive variables become uniform, thermodynamic equilibrium is said to exist." He is not here considering the presence of an external force field.[37]

J.G. Kirkwood and I. Oppenheim define thermodynamic equilibrium as follows: "A system is in a state of thermodynamic equilibrium if, during the time period allotted for experimentation, (a) its intensive properties are independent of time and (b) no current of matter or energy exists in its interior or at its boundaries with the surroundings." It is evident that they are not restricting the definition to isolated or to closed systems. They do not discuss the possibility of changes that occur with "glacial slowness", and proceed beyond the time period allotted for experimentation. They note that for two systems in contact, there exists a small subclass of intensive properties such that if all those of that small subclass are respectively equal, then all respective intensive properties are equal. States of thermodynamic equilibrium may be defined by this subclass, provided some other conditions are satisfied.[38]

Characteristics of a state of internal thermodynamic equilibrium

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Homogeneity in the absence of external forces

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A thermodynamic system consisting of a single phase in the absence of external forces, in its own internal thermodynamic equilibrium, is homogeneous.[39] This means that the material in any small volume element of the system can be interchanged with the material of any other geometrically congruent volume element of the system, and the effect is to leave the system thermodynamically unchanged. In general, a strong external force field makes a system of a single phase in its own internal thermodynamic equilibrium inhomogeneous with respect to some intensive variables. For example, a relatively dense component of a mixture can be concentrated by centrifugation.

Uniform temperature

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Such equilibrium inhomogeneity, induced by external forces, does not occur for the intensive variable temperature. According to E.A. Guggenheim, "The most important conception of thermodynamics is temperature."[40] Planck introduces his treatise with a brief account of heat and temperature and thermal equilibrium, and then announces: "In the following we shall deal chiefly with homogeneous, isotropic bodies of any form, possessing throughout their substance the same temperature and density, and subject to a uniform pressure acting everywhere perpendicular to the surface."[39] As did Carathéodory, Planck was setting aside surface effects and external fields and anisotropic crystals. Though referring to temperature, Planck did not there explicitly refer to the concept of thermodynamic equilibrium. In contrast, Carathéodory's scheme of presentation of classical thermodynamics for closed systems postulates the concept of an "equilibrium state" following Gibbs (Gibbs speaks routinely of a "thermodynamic state"), though not explicitly using the phrase 'thermodynamic equilibrium', nor explicitly postulating the existence of a temperature to define it.

Although thermodynamic laws are immutable, systems can be created that delay the time to reach thermodynamic equilibrium. In a thought experiment, Reed A. Howald conceived of a system called "The Fizz Keeper"[41]consisting of a cap with a nozzle that can re-pressurize any standard bottle of carbonated beverage. Nitrogen and oxygen, which air are mostly made out of, would keep getting pumped in, which would slow down the rate at which the carbon dioxide fizzles out of the system. This is possible because the thermodynamic equilibrium between the unconverted and converted carbon dioxide inside the bottle would stay the same. To come to this conclusion, he also appeals to Henry's Law, which states that gases dissolve in direct proportion to their partial pressures. By influencing the partial pressure on the top of a closed system, this would help slow down the rate of fizzing out of carbonated beverages which is governed by thermodynamic equilibrium. The equilibria of carbon dioxide and other gases would not change, however the partial pressure on top would slow down the rate of dissolution extending the time a gas stays in a particular state due to the nature of thermal equilibrium of the remainder of the beverage. The equilibrium constant of carbon dioxide would be completely independent of the nitrogen and oxygen pumped into the system, which would slow down the diffusion of gas, and yet not have an impact on the thermodynamics of the entire system.

The temperature within a system in thermodynamic equilibrium is uniform in space as well as in time. In a system in its own state of internal thermodynamic equilibrium, there are no net internal macroscopic flows. In particular, this means that all local parts of the system are in mutual radiative exchange equilibrium. This means that the temperature of the system is spatially uniform.[4] This is so in all cases, including those of non-uniform external force fields. For an externally imposed gravitational field, this may be proved in macroscopic thermodynamic terms, by the calculus of variations, using the method of Langrangian multipliers.[42][43][44][45][46][47] Considerations of kinetic theory or statistical mechanics also support this statement.[48][49][50][51][52][53][54]

In order that a system may be in its own internal state of thermodynamic equilibrium, it is of course necessary, but not sufficient, that it be in its own internal state of thermal equilibrium; it is possible for a system to reach internal mechanical equilibrium before it reaches internal thermal equilibrium.[55]

Number of real variables needed for specification

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In his exposition of his scheme of closed system equilibrium thermodynamics, C. Carathéodory initially postulates that experiment reveals that a definite number of real variables define the states that are the points of the manifold of equilibria.[9] In the words of Prigogine and Defay (1945): "It is a matter of experience that when we have specified a certain number of macroscopic properties of a system, then all the other properties are fixed."[56][57] As noted above, according to A. Münster, the number of variables needed to define a thermodynamic equilibrium is the least for any state of a given isolated system. As noted above, J.G. Kirkwood and I. Oppenheim point out that a state of thermodynamic equilibrium may be defined by a special subclass of intensive variables, with a definite number of members in that subclass.

If the thermodynamic equilibrium lies in an external force field, it is only the temperature that can in general be expected to be spatially uniform. Intensive variables other than temperature will in general be non-uniform if the external force field is non-zero. In such a case, in general, additional variables are needed to describe the spatial non-uniformity.

Stability against small perturbations

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As noted above, J.R. Partington points out that a state of thermodynamic equilibrium is stable against small transient perturbations. Without this condition, in general, experiments intended to study systems in thermodynamic equilibrium are in severe difficulties.

Approach to thermodynamic equilibrium within an isolated system

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When a body of material starts from a non-equilibrium state of inhomogeneity or chemical non-equilibrium, and is then isolated, it spontaneously evolves towards its own internal state of thermodynamic equilibrium. It is not necessary that all aspects of internal thermodynamic equilibrium be reached simultaneously; some can be established before others. For example, in many cases of such evolution, internal mechanical equilibrium is established much more rapidly than the other aspects of the eventual thermodynamic equilibrium.[55] Another example is that, in many cases of such evolution, thermal equilibrium is reached much more rapidly than chemical equilibrium.[58]

Fluctuations within an isolated system in its own internal thermodynamic equilibrium

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In an isolated system, thermodynamic equilibrium by definition persists over an indefinitely long time. In classical physics it is often convenient to ignore the effects of measurement and this is assumed in the present account.

To consider the notion of fluctuations in an isolated thermodynamic system, a convenient example is a system specified by its extensive state variables, internal energy, volume, and mass composition. By definition they are time-invariant. By definition, they combine with time-invariant nominal values of their conjugate intensive functions of state, inverse temperature, pressure divided by temperature, and the chemical potentials divided by temperature, so as to exactly obey the laws of thermodynamics.[59] But the laws of thermodynamics, combined with the values of the specifying extensive variables of state, are not sufficient to provide knowledge of those nominal values. Further information is needed, namely, of the constitutive properties of the system.

It may be admitted that on repeated measurement of those conjugate intensive functions of state, they are found to have slightly different values from time to time. Such variability is regarded as due to internal fluctuations. The different measured values average to their nominal values.

If the system is truly macroscopic as postulated by classical thermodynamics, then the fluctuations are too small to detect macroscopically. This is called the thermodynamic limit. In effect, the molecular nature of matter and the quantal nature of momentum transfer have vanished from sight, too small to see. According to Buchdahl: "... there is no place within the strictly phenomenological theory for the idea of fluctuations about equilibrium (see, however, Section 76)."[60]

If the system is repeatedly subdivided, eventually a system is produced that is small enough to exhibit obvious fluctuations. This is a mesoscopic level of investigation. The fluctuations are then directly dependent on the natures of the various walls of the system. The precise choice of independent state variables is then important. At this stage, statistical features of the laws of thermodynamics become apparent.

If the mesoscopic system is further repeatedly divided, eventually a microscopic system is produced. Then the molecular character of matter and the quantal nature of momentum transfer become important in the processes of fluctuation. One has left the realm of classical or macroscopic thermodynamics, and one needs quantum statistical mechanics. The fluctuations can become relatively dominant, and questions of measurement become important.

The statement that 'the system is its own internal thermodynamic equilibrium' may be taken to mean that 'indefinitely many such measurements have been taken from time to time, with no trend in time in the various measured values'. Thus the statement, that 'a system is in its own internal thermodynamic equilibrium, with stated nominal values of its functions of state conjugate to its specifying state variables', is far far more informative than a statement that 'a set of single simultaneous measurements of those functions of state have those same values'. This is because the single measurements might have been made during a slight fluctuation, away from another set of nominal values of those conjugate intensive functions of state, that is due to unknown and different constitutive properties. A single measurement cannot tell whether that might be so, unless there is also knowledge of the nominal values that belong to the equilibrium state.

Thermal equilibrium

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An explicit distinction between 'thermal equilibrium' and 'thermodynamic equilibrium' is made by B. C. Eu. He considers two systems in thermal contact, one a thermometer, the other a system in which there are several occurring irreversible processes, entailing non-zero fluxes; the two systems are separated by a wall permeable only to heat. He considers the case in which, over the time scale of interest, it happens that both the thermometer reading and the irreversible processes are steady. Then there is thermal equilibrium without thermodynamic equilibrium. Eu proposes consequently that the zeroth law of thermodynamics can be considered to apply even when thermodynamic equilibrium is not present; also he proposes that if changes are occurring so fast that a steady temperature cannot be defined, then "it is no longer possible to describe the process by means of a thermodynamic formalism. In other words, thermodynamics has no meaning for such a process."[61] This illustrates the importance for thermodynamics of the concept of temperature.

Thermal equilibrium is achieved when two systems in thermal contact with each other cease to have a net exchange of energy. It follows that if two systems are in thermal equilibrium, then their temperatures are the same.[62]

Thermal equilibrium occurs when a system's macroscopic thermal observables have ceased to change with time. For example, an ideal gas whose distribution function has stabilised to a specific Maxwell–Boltzmann distribution would be in thermal equilibrium. This outcome allows a single temperature and pressure to be attributed to the whole system. For an isolated body, it is quite possible for mechanical equilibrium to be reached before thermal equilibrium is reached, but eventually, all aspects of equilibrium, including thermal equilibrium, are necessary for thermodynamic equilibrium.[63]

Non-equilibrium

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A system's internal state of thermodynamic equilibrium should be distinguished from a "stationary state" in which thermodynamic parameters are unchanging in time but the system is not isolated, so that there are, into and out of the system, non-zero macroscopic fluxes which are constant in time.[64]

Non-equilibrium thermodynamics is a branch of thermodynamics that deals with systems that are not in thermodynamic equilibrium. Most systems found in nature are not in thermodynamic equilibrium because they are changing or can be triggered to change over time, and are continuously and discontinuously subject to flux of matter and energy to and from other systems. The thermodynamic study of non-equilibrium systems requires more general concepts than are dealt with by equilibrium thermodynamics.[65] Many natural systems still today remain beyond the scope of currently known macroscopic thermodynamic methods.

Laws governing systems which are far from equilibrium are also debatable. One of the guiding principles for these systems is the maximum entropy production principle.[66][67] It states that a non-equilibrium system evolves such as to maximize its entropy production.[68][69]

See also

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Thermodynamic models
Topics in control theory
Other related topics

General references

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References

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Cited bibliography

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Thermodynamic equilibrium is a fundamental concept in referring to the state of a in which all macroscopic properties, such as , , and chemical potentials, are uniform and unchanging over time when isolated from external influences or perturbations. This condition arises when there are no net flows of , , or within the or across its boundaries, ensuring that the remains stable without spontaneous changes. In essence, it represents the endpoint of relaxation processes where driving forces like gradients or chemical imbalances have dissipated. Thermodynamic equilibrium encompasses three interrelated sub-conditions: thermal equilibrium, where the system has a uniform with no occurring; mechanical equilibrium, characterized by balanced forces and uniform pressure with no bulk motion or deformation; and chemical equilibrium, where reaction rates balance such that chemical potentials are equal across phases, preventing net reactions. These conditions align with the , which posits that if two systems are each in thermal equilibrium with a third system, they are in thermal equilibrium with one another, thereby providing an empirical basis for defining as an intensive property shared in equilibrium. From a variational perspective, equilibrium states minimize appropriate thermodynamic potentials under specified constraints: for instance, the Helmholtz free energy F=UTSF = U - TS is minimized at constant temperature and volume, while the Gibbs free energy G=UTS+PVG = U - TS + PV is minimized at constant temperature and pressure, reflecting the second law's dictate that entropy is maximized for isolated systems. These principles underpin the analysis of phase transitions, chemical reactions, and energy conversions in physical and chemical systems, forming the cornerstone for applying thermodynamic laws to predict stable configurations.

Overview and Fundamentals

Overview

Thermodynamic equilibrium refers to the condition of a in which its macroscopic properties, such as , , and composition, remain unchanged over time in the absence of external influences. This state implies that no net flows of or occur within the system or between it and its surroundings, allowing properties to be well-defined and stable. Unlike , which solely requires the balance of forces to prevent or deformation, thermodynamic equilibrium additionally demands and , encompassing the absence of gradients and reaction tendencies. The concept of thermodynamic equilibrium developed in the 19th century as a cornerstone of classical , pioneered by and William Thomson (). Clausius laid foundational principles in 1850 by integrating with restrictions on flow, while Kelvin advanced the framework in 1848 by defining the absolute temperature scale and in 1851 by articulating the second law, emphasizing processes between equilibrium states. Their work built on earlier insights into heat engines and energy transformations, establishing equilibrium as essential for analyzing reversible processes. The , which equates systems in mutual via a common temperature, provides the basis for empirical in such states. Thermodynamic equilibrium underpins key predictions across physical and chemical systems, including the maximum efficiency of heat engines operating between reservoirs, the coexistence conditions in phase transitions, and the equilibrium compositions in chemical reactions. For instance, it enables the modeling of cycles like the Carnot engine, where reversible paths between equilibrium states define theoretical limits on work output from heat. In phase transitions, equilibrium dictates the balance of phases under varying and , while in reactions, it determines the direction and extent of spontaneous changes.

Basic Definitions

A is in thermodynamic equilibrium if it is simultaneously in , mechanical, and , such that there are no net flows of , work, or within the or across its boundaries. This state is characterized by unchanging macroscopic properties, including uniform , , and chemical potentials, achieved after the removal of any time-dependent external influences. The concept of thermodynamic equilibrium is grounded in the four laws of thermodynamics, which provide the foundational principles for understanding such states. The zeroth law establishes thermal equilibrium through the transitivity of temperature equality, defining empirical temperature as a property shared by systems with no net heat exchange. The first law enforces , ensuring that in equilibrium, the remains constant absent external inputs. The second law posits that equilibrium corresponds to a maximum or constant in isolated systems, where spontaneous processes cease as the system reaches this extremum. The third law specifies that approaches a minimum (often zero) as nears , limiting achievable equilibria at low temperatures. Thermodynamic equilibrium differs from a non-equilibrium steady state, where macroscopic properties remain constant over time but sustained fluxes of or persist due to external driving forces, preventing reversibility and true uniformity. In contrast, equilibrium implies a reversible state with no net changes, allowing processes to be undone without increase. Thermodynamic equilibrium serves as an idealization in theoretical descriptions; in practice, real systems approach it asymptotically through relaxation processes, rarely attaining it exactly due to finite timescales and perturbations.

Conditions for Equilibrium

Thermal Equilibrium

Thermal equilibrium is a fundamental condition in thermodynamics where two or more systems in diathermic contact—meaning they can exchange —experience no net flow between them. This state is achieved when the temperatures of the systems are equal, denoted as TA=TBT_A = T_B, ensuring that the thermal energy distribution is balanced without spontaneous transfer in either direction. The provides the foundational basis for this concept, stating that if two systems are each in with a third system, then the two systems are in with each other. This transitive property justifies the definition of as an empirical that remains consistent and measurable across interconnected systems, enabling the comparison of thermal states without direct contact. The law was explicitly formulated by Ralph H. Fowler in 1931, though its principles were implicit in Rudolf Clausius's earlier development of thermodynamic theory in 1850, particularly in discussions of heat flow and equality. In mathematical terms, thermal equilibrium implies a uniform TT within and between the systems, such that for infinitesimal transfers, the condition dQ=0\mathrm{d}Q = 0 holds when there is no ΔT=0\Delta T = 0. This equilibrium criterion underpins practical , as thermometers function by establishing with the object or environment being assessed, allowing the device's scale to reflect the shared accurately. Thermal equilibrium integrates with other conditions, such as , to define complete thermodynamic balance in a .

Mechanical and Chemical Equilibrium

Mechanical equilibrium in refers to a state in which there are no unbalanced forces within or on the , resulting in no net work being performed by the on its surroundings or vice versa. This condition implies that there are no unbalanced s within the (which does not require uniformity), ensuring that any potential for expansion or compression is absent. For a at constant volume, is characterized by dW=0dW = 0, where dWdW is the work done, often expressed as dW=PdVdW = -P dV for reversible processes, leading to dV=0dV = 0 since volume is fixed. In hydrostatic contexts, this equilibrium applies to fluids where gravitational and forces balance, preventing macroscopic motion. Chemical equilibrium occurs when there is no net change in the composition of a due to chemical reactions, meaning the rates of forward and reverse reactions are equal. A key condition is that the μi\mu_i for each ii is equal across all phases in the , preventing any or transfer of . For reactions at constant temperature and pressure, equilibrium is achieved when the change in ΔG=0\Delta G = 0. In reactive mixtures, this manifests as no net production or consumption of , distinguishing it from which focuses on force balances rather than compositional changes. For a general chemical reaction such as aA+bBcC+dDaA + bB \rightleftharpoons cC + dD, the equilibrium constant KK is defined as K=[C]c[D]d[A]a[B]b=exp(ΔGRT),K = \frac{[C]^c [D]^d}{[A]^a [B]^b} = \exp\left(-\frac{\Delta G^\circ}{RT}\right), where [][ \cdot ] denotes activities or concentrations, ΔG\Delta G^\circ is the standard Gibbs free energy change, RR is the gas constant, and TT is the temperature. This relation links the thermodynamic driving force to the observable equilibrium composition. In multi-phase systems at , the Gibbs phase rule governs the constraints: F=CP+2F = C - P + 2, where FF is the number of (independent variables like and pressure that can be varied without altering the number of phases), CC is the number of components (independent ), and PP is the number of phases. This rule quantifies how mechanical and chemical equilibria, combined with , limit the variability of the system state.

Characteristics of Equilibrium States

Homogeneity and Uniform Temperature

In thermodynamic equilibrium, absent external fields such as , the achieves homogeneity, wherein intensive variables like , , and composition remain uniform throughout the entire . This spatial uniformity arises because any inhomogeneity in these variables would generate diffusive fluxes or pressure-driven flows that persist until the gradients are eliminated, thereby precluding a stable equilibrium state. Temperature must likewise be spatially uniform in equilibrium, as any gradient T0\nabla T \neq 0 would induce a nonzero heat flux q=κT\mathbf{q} = -\kappa \nabla T according to Fourier's law, where κ\kappa denotes thermal conductivity; such heat flow violates the condition of no net energy transfer within the system. The absence of temperature gradients ensures that no thermal processes disrupt the balance, consistent with the zeroth law of thermodynamics, which equates temperatures across connected subsystems. In the presence of external fields, such as a uniform , full homogeneity is modified by , which permits a dPdz=ρg\frac{dP}{dz} = -\rho g (with ρ\rho as , gg as , and zz as vertical coordinate) to balance the weight of the fluid, while and composition may vary accordingly. However, remains uniform under these conditions if is absent and heat conduction allows free thermal equilibration. A representative example is an ideal gas enclosed in a rigid container without external fields, where thermodynamic equilibrium results in uniform pressure PP, temperature TT, and number density nn everywhere, as the absence of gradients prevents molecular diffusion or thermal motion from altering the distribution.

State Variable Specification

In thermodynamic equilibrium, the state of a system is fully specified by a minimal set of independent state variables, consisting of intensive properties like temperature TT, pressure PP, and chemical potential μ\mu, which do not depend on system size, and extensive properties such as internal energy UU, entropy SS, volume VV, and particle number NN, which scale proportionally with size. The number of these independent variables is governed by the Gibbs phase rule, F=CΠ+2F = C - \Pi + 2, where FF is the degrees of freedom, CC is the number of components, and Π\Pi is the number of phases, ensuring a complete description without redundancy. Equilibrium imposes constraints, such as uniform TT and equal μ\mu across phases, that reduce the effective compared to non-equilibrium conditions. For a single-component, single-phase like an or liquid, just two independent intensive variables—typically TT and PP—suffice to determine all other properties, as the yields F=2F = 2. This specification arises from the , where is expressed as U=U(S,V,N)U = U(S, V, N), with in differential form given by dU=TdSPdV+μdN.dU = T \, dS - P \, dV + \mu \, dN. At equilibrium, the intensive variables are defined as partial derivatives: T=(US)V,NT = \left( \frac{\partial U}{\partial S} \right)_{V,N}, P=(UV)S,NP = -\left( \frac{\partial U}{\partial V} \right)_{S,N}, and μ=(UN)S,V\mu = \left( \frac{\partial U}{\partial N} \right)_{S,V}, ensuring consistency across the system. Unlike equilibrium states, non-equilibrium systems demand additional state variables to account for spatial inhomogeneities, such as gradients in or composition, as addressed in extended frameworks. A practical example is liquid water in equilibrium: specifying TT and PP fully determines properties like , , and thermal conductivity from established equations of state.

Stability and Maximum Entropy

In thermodynamic equilibrium, the state of a is characterized by stability against small perturbations, meaning that any deviation from equilibrium leads to dissipative processes that restore the to its original state. This stability arises from the fundamental principles of , particularly the second law, which governs the behavior of s. For an , the equilibrium state maximizes the SS subject to fixed constraints such as total UU, VV, and particle number NN. According to the second law of , the change satisfies dS0dS \geq 0 for any , with equality holding precisely at equilibrium where no further irreversible changes occur. At equilibrium, the first variation of for virtual changes vanishes, δS=0\delta S = 0, ensuring that the state is stationary. Stability is confirmed by the second variation being positive, δ2S>0\delta^2 S > 0, which implies that increases for any small deviation, driving the back to equilibrium through . Although local maxima of entropy can exist, corresponding to metastable states, the thermodynamic equilibrium refers to the stable global maximum of . For instance, supercooled liquids represent metastable equilibria below the freezing point, where the liquid phase has higher than the but is prone to of the stable crystalline phase upon perturbation. In systems not isolated but in contact with reservoirs, equivalent criteria apply using thermodynamic potentials. At constant temperature TT and volume VV, the F=UTSF = U - TS is minimized at equilibrium, with its differential satisfying dF=SdTPdV+μdN=0dF = -S dT - P dV + \mu dN = 0 under equilibrium conditions. Similarly, at constant TT and pressure PP, the G=F+PVG = F + PV is minimized, yielding dG=SdT+VdP+μdN=0dG = -S dT + V dP + \mu dN = 0. These minima ensure stability analogous to the maximum in isolated systems.

Equilibrium in Systems and Interactions

Internal Equilibrium

Internal thermodynamic equilibrium refers to the condition within a single thermodynamic system where all subsystems are in mutual equilibrium, characterized by the absence of internal gradients in intensive variables such as temperature, pressure, and chemical composition, and no net fluxes of energy or matter between them. In this state, the system's macroscopic properties remain constant over time, allowing it to be fully described by a minimal set of extensive state variables like internal energy, volume, and particle number. This equilibrium implies mechanical uniformity (no pressure differences driving flows), thermal uniformity (no temperature variations causing heat transfer), and chemical uniformity (no composition changes from reactions). For a , which exchanges neither matter nor energy with its surroundings, internal equilibrium manifests as unchanging , , and composition throughout, with the system's state uniquely specified by its functions. Such a system can be considered isolated, or it may be in slow, quasi-static contact with external reservoirs, ensuring that any interactions do not disrupt the internal uniformity. This condition aligns with the foundational postulate that equilibrium states of simple s are completely characterized by their extensive parameters, presupposing no internal imbalances. While internal equilibrium can be analyzed microscopically through detailed balance—where forward and reverse microscopic transition rates are equal—the macroscopic perspective emphasizes observable uniformity without requiring such probabilistic equality. This macroscopic focus distinguishes it from statistical descriptions, prioritizing the stability of bulk properties. Internal equilibrium also corresponds to a state of maximum for the given constraints, serving as a key indicator of stability. A representative example is an ideal gas confined in a rigid, insulated container: after any initial disturbances, the gas reaches internal equilibrium when its temperature and pressure become uniform, with no density variations or ongoing internal flows.

Equilibrium Between Multiple Systems

When multiple thermodynamic systems are placed in contact, they achieve equilibrium through exchanges of energy, volume, or matter, leading to the equalization of relevant intensive variables across their boundaries. For thermal contact via diathermic walls, which permit heat transfer but restrict matter, the systems reach thermal equilibrium when their temperatures TT are equal, resulting in no net heat flow between them. Mechanical equilibrium occurs through movable walls allowing volume adjustment, equalizing pressures PP and preventing net bulk motion. Chemical equilibrium, enabled by permeable walls that allow particle diffusion, is attained when the chemical potentials μ\mu of each species are identical across the systems, halting net matter transfer. A classic example is two ideal gases initially separated by a permeable partition in a rigid, insulated ; upon removal of the partition, the gases mix until the overall system has uniform , , and , with no further net fluxes. In scenarios involving multiple types of contact—such as diathermic and permeable walls simultaneously—the equilibrium state requires all intensive variables (TT, PP, μ\mu) to match at the boundaries, minimizing the total of the combined system. Distinguishing between local and global equilibrium is crucial when considering systems with spatial variations, such as flowing fluids. Local thermodynamic equilibrium assumes that small regions or elementary volumes within the system are internally equilibrated, with well-defined local values of TT, PP, and μ\mu, even as these vary across the overall system; this approximation holds in processes like laminar fluid flow where gradients are gentle. In contrast, global equilibrium demands uniformity of these variables throughout the entire system, a condition rarely met in dynamic or inhomogeneous setups. From a perspective, the grand canonical ensemble formalizes equilibrium between an open and a , allowing fluctuations in particle number and while maintaining fixed TT, VV, and μ\mu. Particle exchange occurs via random fluctuations until the chemical potentials equalize, ensuring no net transfer on average; the average particle number is then given by N=kT(lnZμ)T,V\langle N \rangle = kT \left( \frac{\partial \ln \mathcal{Z}}{\partial \mu} \right)_{T,V}, where Z\mathcal{Z} is the grand partition function. A defining condition for such inter-system equilibrium is the absence of net fluxes across boundaries; for thermal exchanges, this implies that the of over any closed cycle vanishes, dQ=0\oint \mathrm{d}Q = 0, signifying no driving force for sustained energy flow. This no-net-flux criterion extends analogously to mechanical work and diffusive currents, underpinning the stability of the equilibrated state.

Approach to Equilibrium

In Isolated Systems

An in is defined as one that exchanges neither matter nor energy with its surroundings, maintaining constant UU, volume VV, and particle number NN. Such systems evolve irreversibly toward thermodynamic equilibrium through spontaneous processes governed by the second law of , which states that the SS of an cannot decrease and tends to increase until it reaches a maximum. In this evolution, spontaneous processes drive the system toward a state of maximum entropy, where all gradients in temperature, pressure, and chemical potential are eliminated. For instance, in the free expansion of an ideal gas into a vacuum within a rigid, insulated container, the gas expands uniformly without performing work or exchanging heat, resulting in a final state of uniform temperature TT and pressure PP throughout the volume, with the entropy increase given by ΔS=nRln(Vf/Vi)\Delta S = nR \ln(V_f / V_i), where nn is the number of moles, RR is the gas constant, and Vf>ViV_f > V_i is the final volume. The timescale for reaching equilibrium depends on the system's relaxation times, which are determined by the frequency of molecular interactions; for dilute gases at standard conditions, the mean time between molecular collisions is approximately 101010^{-10} seconds, allowing rapid thermalization through successive collisions. From the perspective of kinetic theory, the approach to equilibrium is described by Boltzmann's H-theorem, which demonstrates that the H-function—defined as H=flnfdvH = \int f \ln f \, d\mathbf{v}, where ff is the velocity distribution function—decreases monotonically over time for a dilute gas, converging to the Maxwell-Boltzmann equilibrium distribution fexp(mv2/2kT)f \propto \exp(-mv^2 / 2kT). This monotonic decrease mirrors the increase, confirming the irreversible path to equilibrium. Mathematically, for an , the constraints dU=0dU = 0, dV=0dV = 0, and dN=0dN = 0 imply that equilibrium is achieved when dS=0dS = 0, corresponding to the state of maximum SmaxS_{\max}. This maximum condition also ensures the stability of the equilibrium state against small perturbations.

Fluctuations in Equilibrium

In thermodynamic equilibrium, even in isolated systems that have reached a maximum state, microscopic variations in the configuration of particles lead to temporary deviations from the average macroscopic properties. These fluctuations manifest as small, random imbalances, such as local variations in a gas, where regions may temporarily have more or fewer particles than the mean value. The statistical foundation for these fluctuations stems from Boltzmann's hypothesis, which posits that the probability of a macroscopic state is proportional to the exponential of its divided by Boltzmann's constant, Pexp(S/k)P \propto \exp(S / k), where SS is the and kk is Boltzmann's constant. For small deviations δx\delta x from the equilibrium value of a xx, the change is approximated quadratically as δS(δx)2/(2χ)\delta S \approx - (\delta x)^2 / (2 \chi), where χ\chi is the susceptibility associated with xx, reflecting the of the surface near its maximum. This Gaussian form implies that fluctuations are most probable near equilibrium and decay rapidly for larger deviations. A specific example is the fluctuation in particle number NN within a subvolume VV of a system in equilibrium at temperature TT and chemical potential μ\mu. The relative mean square fluctuation is given by (ΔN)2N2=kTV(Pμ)T,V,\frac{\langle (\Delta N)^2 \rangle}{\langle N \rangle^2} = \frac{k T}{V \left( \frac{\partial P}{\partial \mu} \right)_{T,V}}, where PP is the , linking microscopic variability directly to thermodynamic response functions. Einstein formalized this connection in 1904, showing that fluctuation magnitudes are inversely related to thermodynamic derivatives like or specific heat, providing a bridge between and classical . While such fluctuations are negligible on macroscopic scales—yielding precise reproducibility of equilibrium properties—they become observable in microscopic systems, as Einstein demonstrated in 1905 by relating them to the irregular motion of suspended particles in fluids, known as . In larger systems, the relative of fluctuations scales as 1/N1 / \sqrt{N}
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