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Advection

 

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Advection



 
 
Advection, in mechanical and chemical engineering, is a transport mechanism of a substance or a conserved property with a moving fluid
Fluid

A fluid is defined as a substance that continually deforms under an applied shear stress. All liquids and all gases are fluids. Fluids are a subset of the Phase and include liquids, gas, Plasma physics and, to some extent, plasticity ....
. The fluid motion in advection is described mathematically as a vector field
Vector field

In mathematics a vector field is a construction in vector calculus which associates a vector to every point in a Euclidean space.Vector fields are often used in physics to model, for example, the speed and direction of a moving fluid throughout space, or the strength and direction of some force, such as the magnetic field or gravity for...
, and the material transported is typically described as a scalar concentration of substance, which is contained in the fluid.

An example of advection is the transport of pollutant
Pollutant

A pollutant is a waste material that pollutes air, water or soil.Three factors determine the severity of a pollutant: its chemical nature, the concentration and the persistence....
s or silt
Silt

Silt is soil or Rock derived granular material of a Particle size between sand and clay. Silt may occur as a soil or as suspended sediment in a surface water body....
 in a river: the motion of the water carries these impurities downstream.






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Advection, in mechanical and chemical engineering, is a transport mechanism of a substance or a conserved property with a moving fluid
Fluid

A fluid is defined as a substance that continually deforms under an applied shear stress. All liquids and all gases are fluids. Fluids are a subset of the Phase and include liquids, gas, Plasma physics and, to some extent, plasticity ....
. The fluid motion in advection is described mathematically as a vector field
Vector field

In mathematics a vector field is a construction in vector calculus which associates a vector to every point in a Euclidean space.Vector fields are often used in physics to model, for example, the speed and direction of a moving fluid throughout space, or the strength and direction of some force, such as the magnetic field or gravity for...
, and the material transported is typically described as a scalar concentration of substance, which is contained in the fluid.

An example of advection is the transport of pollutant
Pollutant

A pollutant is a waste material that pollutes air, water or soil.Three factors determine the severity of a pollutant: its chemical nature, the concentration and the persistence....
s or silt
Silt

Silt is soil or Rock derived granular material of a Particle size between sand and clay. Silt may occur as a soil or as suspended sediment in a surface water body....
 in a river: the motion of the water carries these impurities downstream. Another commonly advected property is heat, and here the fluid may be water, air, or any other heat-containing fluid material. Any substance, or conserved property (such as heat) can be advected, in a similar way, in any fluid
Fluid

A fluid is defined as a substance that continually deforms under an applied shear stress. All liquids and all gases are fluids. Fluids are a subset of the Phase and include liquids, gas, Plasma physics and, to some extent, plasticity ....
.

Advection is important for the formation of orographic cloud and the precipitation of water from clouds, as part of the hydrological cycle.

In meteorology
Meteorology

Meteorology is the interdisciplinary scientific study of the Earth's atmosphere that focuses on weather processes and forecasting . Studies in the field stretch back millennia, though significant progress in meteorology did not occur until the eighteenth century....
 and physical oceanography
Physical oceanography

Physical oceanography is the study of physics conditions and physical processes within the ocean, especially the motions and physical properties of ocean waters....
, advection often refers to the transport of some property of the atmosphere or ocean
Ocean

An ocean is a major body of Seawater, and a principal component of the hydrosphere. Approximately 71% of the Earth's surface is covered by ocean, a World Ocean that is customarily divided into several principal oceans and smaller seas....
, such as heat
Heat

In physics and thermodynamics, heat is any transfer of energy from one body or thermodynamic system to another due to a difference in temperature....
, humidity (see moisture
Water vapor

Water vapor or water vapour , also aqueous vapor, is the gas phase of water . Water vapor is one Phase of the water cycle within the hydrosphere....
) or salinity. Meteorological or oceanographic advection follows isobaric surfaces and is therefore predominantly horizontal
Horizontal plane

In astronomy, geography, geometry and related sciences and contexts, a Plane is said to be horizontal at a given point if it is locally perpendicular to the gradient of the Gravitation Field , i.e., with the direction of the gravitational force at that point....
.

Distinction between advection and convection

Occasionally, the term advection is used as synonymous with convection
Convection

Convection in the most general terms refers to the movement of molecules within fluids . Convection is one of the major modes of heat transfer and mass transfer....
. However, many engineers prefer to use the term convection to describe transport by combined molecular and eddy diffusion, and reserve the usage of the term advection to describe transport with a general (net) flow of the fluid (like in river or pipeline).

Meteorology


In meteorology
Meteorology

Meteorology is the interdisciplinary scientific study of the Earth's atmosphere that focuses on weather processes and forecasting . Studies in the field stretch back millennia, though significant progress in meteorology did not occur until the eighteenth century....
 and physical oceanography
Physical oceanography

Physical oceanography is the study of physics conditions and physical processes within the ocean, especially the motions and physical properties of ocean waters....
, advection often refers to the transport of some property of the atmosphere or ocean
Ocean

An ocean is a major body of Seawater, and a principal component of the hydrosphere. Approximately 71% of the Earth's surface is covered by ocean, a World Ocean that is customarily divided into several principal oceans and smaller seas....
, such as heat
Heat

In physics and thermodynamics, heat is any transfer of energy from one body or thermodynamic system to another due to a difference in temperature....
, humidity or salinity. Advection is important for the formation of orographic cloud and the precipitation of water from clouds, as part of the hydrological cycle.

Other quantities


The advection equation also applies if the quantity being advected is represented by a probability density function
Probability density function

In mathematics, a probability density function is a function that represents a probability distribution in terms of integrals.Formally, a probability distribution has density ƒ, if ƒ is a non-negative Lebesgue integration function such that the probability of the interval [ab] is given by...
 at each point, although accounting for diffusion is more difficult.

Mathematics of advection


The advection equation is the partial differential equation
Partial differential equation

In mathematics, partial differential equations are a type of differential equation, i.e., a Relation involving an unknown Function of several independent variables and its partial derivatives with respect to those variables....
 that governs the motion of a conserved scalar
Scalar (physics)

In physics, a scalar is a simple physical quantity that is not changed by coordinate system rotations or translations , or by Lorentz transformations or space-time translations ....
 as it is advected by a known velocity field
Vector field

In mathematics a vector field is a construction in vector calculus which associates a vector to every point in a Euclidean space.Vector fields are often used in physics to model, for example, the speed and direction of a moving fluid throughout space, or the strength and direction of some force, such as the magnetic field or gravity for...
. It is derived using the scalar's conservation law
Conservation law

In physics, a conservation law states that a particular measurable property of an isolated physical system does not change as the system evolves....
, together with Gauss's theorem, and taking the infinitesimal
Infinitesimal

Infinitesimals have been used to express the idea of objects so small that there is no way to see them or to measure them. For everyday life, an infinitesimal object is an object which is smaller than any possible measure....
 limit.

Perhaps the best image to have in mind is the transport of salt dumped in a river. If the river is originally fresh water and is flowing quickly, the predominant form of transport of the salt in the water will be advective, as the water flow itself would transport the salt. If the river was not flowing the salt would simply disperse outwards from its source in a diffusive
Diffusion

Molecular diffusion, often called simply diffusion, is a net transport of molecules from a region of higher concentration to one of lower concentration by random molecular motion....
 manner, which is not advection.

In Cartesian coordinates the advection operator is

.

where the velocity vector v has components u, v and w in the x, y and z directions respectively.

The advection equation for a scalar
Scalar (mathematics)

In linear algebra, real numbers are called scalars and relate to vectors in a vector space through the operation of scalar multiplication, in which a vector can be multiplied by a number to produce another vector....
 , such as temperature, is expressed mathematically as:

where is the divergence
Divergence

In vector calculus, the divergence is an operator that measures the magnitude of a vector field's source or sink at a given point; the divergence of a vector field is a scalar....
 operator and is the vector field. Frequently, it is assumed that the flow is incompressible
Incompressible flow

In fluid mechanics or more generally continuum mechanics, an incompressible flow is solid or fluid flow in which the divergence of velocity is zero....
, that is, the velocity field satisfies (it is said to be solenoidal) If this is so, the above equation reduces to

For a vector , such as magnetic field or velocity, in a solenoidal field it is defined as:

In particular, if the flow is steady, which shows that is constant along a streamline
Streamlines, streaklines and pathlines

Fluid flow is described in general by a vector field in three or four dimensions. Pathlines, streamlines, and streaklines are field lines of different vector field descriptions of the flow....
.

The advection equation is not simple to solve numerically
Numerical analysis

Numerical analysis is the study of algorithms for the problems of continuous mathematics .One of the earliest mathematical writings is the Babylonian tablet YBC 7289, which gives a sexagesimal numerical approximation of , the length of the diagonal in a unit square....
: the system is a hyperbolic partial differential equation
Hyperbolic partial differential equation

In mathematics, a hyperbolic partial differential equation is usually a second-order partial differential equation of the formwith.This definition is analogous to the definition of a planar Hyperbola#Quadratic_equation....
, and interest typically centers on discontinuous
Continuous function

In mathematics, a continuous function is a function for which, intuitively, small changes in the input result in small changes in the output. Otherwise, a function is said to be discontinuous....
 "shock" solutions (which are notoriously difficult for numerical schemes to handle).

Even in one space dimension and constant velocity, the system remains difficult to simulate. The equation becomes

where is the scalar being advected and the x component of the vector .

According to , numerical simulation can be aided by considering the skew symmetric
Skew-symmetric matrix

In linear algebra, a skew-symmetric matrix is a square matrix A whose transpose is also its negative; that is, it satisfies the equation:...
 form for the advection operator.

where is a vector with components and the notation has been used.

Since skew symmetry implies only complex
Complex number

In mathematics, the complex numbers are an extension of the real numbers obtained by adjoining an imaginary unit, denoted i, which satisfies:...
 eigenvalues, this form reduces the "blow up" and "spectral blocking" often experienced in numerical solutions with sharp discontinuities (see Boyd )

See also

  • Continuity equation
    Continuity equation

    A continuity equation is a differential equation that describes the conservative transport of some kind of quantity. Since mass, energy, momentum, and other natural quantities are conserved, a vast variety of physics may be described with continuity equations....
  • Convection
    Convection

    Convection in the most general terms refers to the movement of molecules within fluids . Convection is one of the major modes of heat transfer and mass transfer....
  • Courant number
  • Péclet number
    Péclet number

    In fluid dynamics, the P?clet number is a dimensionless number relating the rate of advection of a flow to its rate of diffusion, often thermal diffusion....
  • Overshoot
    Overshoot

    The term overshoot has the following meanings:...
  • Partial differential equation
    Partial differential equation

    In mathematics, partial differential equations are a type of differential equation, i.e., a Relation involving an unknown Function of several independent variables and its partial derivatives with respect to those variables....
  • Earth's atmosphere
    Earth's atmosphere

    The Earth's atmosphere is a layer of gases surrounding the planet Earth that is retained by the Earth's gravity. Dry air contains roughly 78.08% nitrogen, 20.95% oxygen, 0.93% argon, 0.038% Carbon dioxide in the Earth's atmosphere, and trace amounts of other gases....