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Zener pinning is the influence of a
dispersion Dispersion may refer to: Economics and finance *Dispersion (finance), a measure for the statistical distribution of portfolio returns *Price dispersion, a variation in prices across sellers of the same item *Wage dispersion, the amount of variatio ...
of fine particles on the movement of low- and high-angle
grain boundaries In materials science, a grain boundary is the interface between two grains, or crystallites, in a polycrystalline material. Grain boundaries are two-dimensional crystallographic defect, defects in the crystal structure, and tend to decrease the ...
through a
polycrystalline A crystallite is a small or even microscopic crystal which forms, for example, during the cooling of many materials. Crystallites are also referred to as grains. Bacillite is a type of crystallite. It is rodlike with parallel longulites. Stru ...
material. Small particles act to prevent the motion of such boundaries by exerting a pinning
pressure Pressure (symbol: ''p'' or ''P'') is the force applied perpendicular to the surface of an object per unit area over which that force is distributed. Gauge pressure (also spelled ''gage'' pressure)The preferred spelling varies by country and e ...
which counteracts the driving force pushing the boundaries. Zener pinning is very important in materials processing as it has a strong influence on
recovery Recovery or Recover may refer to: Arts and entertainment Books * ''Recovery'' (novel), a Star Wars e-book * Recovery Version, a translation of the Bible with footnotes published by Living Stream Ministry Film and television * ''Recovery'' (fil ...
, recrystallization and
grain growth In materials science, grain growth is the increase in size of grains (crystallites) in a material at high temperature. This occurs when recovery and recrystallisation are complete and further reduction in the internal energy can only be achieved ...
.


Origin of the pinning force

A boundary is an imperfection in the crystal structure and as such is associated with a certain quantity of
energy In physics, energy (from Ancient Greek: ἐνέργεια, ''enérgeia'', “activity”) is the quantitative property that is transferred to a body or to a physical system, recognizable in the performance of work and in the form of heat a ...
. When a boundary passes through an incoherent particle then the portion of boundary that would be inside the particle essentially ceases to exist. In order to move past the particle some new boundary must be created, and this is energetically unfavourable. While the region of boundary near the particle is pinned, the rest of the boundary continues trying to move forward under its own driving force. This results in the boundary becoming bowed between those points where it is anchored to the particles.


Mathematical description

The figure illustrates a boundary of energy γ per unit area where it intersects with an incoherent particle of
radius In classical geometry, a radius ( : radii) of a circle or sphere is any of the line segments from its center to its perimeter, and in more modern usage, it is also their length. The name comes from the latin ''radius'', meaning ray but also the ...
''r''. The pinning
force In physics, a force is an influence that can change the motion of an object. A force can cause an object with mass to change its velocity (e.g. moving from a state of rest), i.e., to accelerate. Force can also be described intuitively as a p ...
acts along the line of contact between the boundary and the particle i.e. a
circle A circle is a shape consisting of all points in a plane that are at a given distance from a given point, the centre. Equivalently, it is the curve traced out by a point that moves in a plane so that its distance from a given point is const ...
of diameter AB = 2πr cos θ. The force per unit length of boundary in contact is γ sin θ. Hence the total force acting on the particle-boundary interface is :F = 2 \pi\ r \gamma\ \cos \theta\ \sin \theta.\ \,\! The maximum restraining force occurs when θ = 45° and so Fmax = πrγ . In order to determine the pinning force by a given dispersion of particles,
Clarence Zener Clarence Melvin Zener (December 1, 1905 – July 2, 1993) was the American physicist who first (1934) described the property concerning the breakdown of electrical insulators. These findings were later exploited by Bell Labs in the development of ...
made several important assumptions: * The particles are
spherical A sphere () is a geometrical object that is a three-dimensional analogue to a two-dimensional circle. A sphere is the set of points that are all at the same distance from a given point in three-dimensional space.. That given point is the ce ...
. * The passage of the boundary does not alter the particle-boundary interaction. * Each particle exerts the maximum pinning force on the boundary regardless of contact position. * The contacts between particles and boundaries are completely
random In common usage, randomness is the apparent or actual lack of pattern or predictability in events. A random sequence of events, symbols or steps often has no :wikt:order, order and does not follow an intelligible pattern or combination. Ind ...
. * The
number density The number density (symbol: ''n'' or ''ρ''N) is an intensive quantity used to describe the degree of concentration of countable objects (particles, molecules, phonons, cells, galaxies, etc.) in physical space: three-dimensional volumetric number ...
of particles on the boundary is that expected for a
random distribution In probability theory and statistics, a probability distribution is the mathematical function that gives the probabilities of occurrence of different possible outcomes for an experiment. It is a mathematical description of a random phenomenon ...
of particles. For a volume fraction ''Fv'' of randomly distributed spherical particles of radius ''r'', the number per unit volume (number density) is given by : N_ = \frac. \,\! From this total number density only those particles that are within one particle radius will be able to interact with the boundary. If the boundary is essentially
planar Planar is an adjective meaning "relating to a plane (geometry)". Planar may also refer to: Science and technology * Planar (computer graphics), computer graphics pixel information from several bitplanes * Planar (transmission line technologies), ...
then this fraction will be given by : N_ = 2 r N_ = \frac. \,\! Given the assumption that all particles apply the maximum pinning force, Fmax, the total pinning pressure exerted by the particle distribution per unit area of the boundary is : P_s = N_ F_ = \frac. \,\! This is referred to as the Zener pinning pressure. It follows that large pinning pressures are produced by: *Increasing the volume fraction of particles *Reducing the particle size The Zener pinning pressure is orientation dependent, which means that the exact pinning pressure depends on the amount of coherence at the grain boundaries. {{ref, boundary


Computer Simulation

Particle pinning has been studied extensively with computer simulations.
Monte Carlo Monte Carlo (; ; french: Monte-Carlo , or colloquially ''Monte-Carl'' ; lij, Munte Carlu ; ) is officially an administrative area of the Principality of Monaco, specifically the ward of Monte Carlo/Spélugues, where the Monte Carlo Casino is ...
and phase field simulations have been used in 3D to model the phenomenon. Complex shape of interface can be captured in the computer models. It can provide better approximation for the pinning force. Interaction of a particle and an interface modelled with phase field. 350px, Interface interacting with ensemble of particles. Click to see the animation.


Notes

* According to ''Current issues in recrystallization: a review'', R.D. Doherty et al., Materials Science and Engineering A238 (1997), p 219-274 * For information on zener pinning modeling see: - "Contribution à l'étude de la dynamique du Zener pinning: simulations numériques par éléments finis", Thesis in French (2003). by G. Couturier.
- "3D finite element simulation of the inhibition of normal grain growth by particles". Acta Materialia, 53, pp. 977–989, (2005). by G. Couturier, R. Doherty, Cl. Maurice, R. Fortunier.
- "3D finite element simulation of Zener pinning dynamics". Philosophical Magazine, vol 83, n° 30, pp. 3387–3405, (2003). by G. Couturier, Cl. Maurice, R. Fortunier. Materials science