FluidFlowPDEComponent
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FluidFlowPDEComponent[vars,pars]
yields a flow PDE term with variables vars and parameters pars.
Details
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- FluidFlowPDEComponent models flow of viscous fluids subject to applied forces and constraints.
- FluidFlowPDEComponent returns a sum of differential operators to be used as a part of partial differential equations:
- FluidFlowPDEComponent creates PDE components for stationary, time-dependent, parametric analysis.
- FluidFlowPDEComponent models fluid flow phenomena with velocities
,
and
in units of [
] as dependent variables,
as independent variables in units of [
] and time variable
in units of [
].
- FluidFlowPDEComponent creates PDE components in two and three space dimensions.
- Stationary variables vars are vars={{u[x1,…,xn],v[x1,…,xn],…,p[x1,…,xn]},{x1,…,xn}}.
- Time-dependent or eigenmode variables vars are vars={{u[t,x1,…,xn],v[t,x1,…,xn],…,p[x1,…,xn]},t,{x1,…,xn}}.
- The equations for different analysis types that FluidFlowPDEComponent generates depend on the form of vars.
- FluidFlowPDEComponent creates a system of equations with the vector-valued Navier–Stokes equation combined with the continuity equation.
- The time-dependent equilibrium equation of the fluid dynamics PDE FluidFlowPDEComponent with mass density
[
], fluid velocity
[
], time
[
], viscous stress tensor
[
], pressure
[
], identity matrix
and body load vectors
[
] is based on the Navier–Stokes equation and the continuity equation:
- In compressible form, the viscous stress tensor
is given as:
- Here
[
] is the dynamic viscosity, and infinitesimal, small deformation strain rate measure
[1/
] is given as:
- FluidFlowPDEComponent creates a PDE model for compressible or incompressible fluid flow, depending on the nature of the values of the mass density
.
- The compressible fluid dynamics model is given as:
- For constant values of the mass density
, the mass continuity equation simplifies to a volumetric continuity equation
, and with that, the viscous stress tensor simplifies to
.
- The incompressible fluid dynamics model is given as:
- The stationary equilibrium equations have
.
- The units of the Navier–Stokes model terms are a force density in [
].
- The units of the mass continuity equation model terms are a force density in [
], and for the volumetric continuity [1/
].
- Laminar flow is typical for
, where
is the Reynolds number.
- The Reynolds number
is defined as
, where
[
] is a characteristic length and
the flow velocity.
- The following parameters pars can be given:
-
parameter default symbol "DynamicViscosity" - , dynamic viscosity [
]
"FluidLoad" 0 , body force density [
]
"FluidDynamicsMaterialModel" "Newtonian" none "MassDensity" - , density in [
]
"Material" - none "ModelForm" "Conservative" none "ReynoldsNumber" - - If a "Material" is specified, the material constants are extracted from the material data; otherwise, relevant material parameters need to be specified.
- Instead of material parameters, a Reynolds number
can be specified:
- The default material model is a Newtonian flow model.
- Alternate material models can be specified by setting the "FluidDynamicsMaterialModel" key in parameters pars.
- The following non-Newtonian material models are available:
-
material model name "PowerLaw" "Carreau" "Bingham-Papanastasiou" "Herschel-Bulkley-Papanastasiou" - For compressible non-Newtonian fluids, the viscous stress tensor
is defined as:
- The apparent viscosity
is a function of the shear rate
.
- Additional material model-specific parameters for a model with "ModelName" can be specified through "FluidDynamicsMaterialModel"->< "ModelName"->< ... > >.
- The "PowerLaw" model, a general-purpose model, implements
.
- The following parameters can be given for the "PowerLaw" model:
-
parameter default symbol "PowerLawExponent" , exponent
"MinimalShearRate" , minimal shear rate
"ReferenceShearRate" , reference shear rate
"PowerLawViscosity" , power law viscosity
- The generalized "Carreau" model, useful for polymer or blood flow, implements
.
- The following parameters can be given for the "Carreau" model:
-
parameter default symbol "PowerLawExponent" , exponent
"TransitionExponent" 2 , exponent
"InfiniteShearRateViscosity" , viscosity at inifinite shear rate
"Lambda" , relaxation time [
]
"ZeroShearRateViscosity" , viscosity at zero shear rate
- The "Carreau" model can also be used for a Cross model where
with
.
- The "Bingham-Papanastasiou" model, useful for viscoplastic material, implements
.
- The following parameters can be given for the "Bingham-Papanastasiou" model:
-
parameter default symbol "PlasticViscosity" , plastic viscosity
"YieldStress" , yield stress
"ShearRateFactor" , shear rate factor
- The "Herschel-Bulkley-Papanastasiou" model, a mixture of a "PowerLaw" and "Bingham-Papanastasiou" model, implements
. The model uses a power law to compute the plastic viscosity
of the Bingham–Papanastasiou model, and parameters for both models can be set.
- A custom apparent viscosity function fun can be specified as "FluidDynamicsMaterialModel"->< "Custom"->< "ApparentViscosityFunction"->fun > >.
- A custom apparent viscosity function fun has a function signature fun[name_,vars_,pars_,data__].
- Custom viscous stress tensor functions fun can be specified as "FluidDynamicsMaterialModel"->fun.
- A custom viscous stress tensor function fun has a function signature fun[vars_,pars_,data__].
- Non-isothermal flow can be modeled through the Boussinesq approximation.
- FluidFlowPDEComponent uses "SIBase" units. The geometry has to be in the same units as the PDE.
- If the FluidFlowPDEComponent depends on parameters
that are specified in the association pars as …,keypi…,pivi,…], the parameters
are replaced with
.
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Examples
open allclose allBasic Examples (4)
Scope (8)
Define a flow PDE model for a specific material:
Specify a flow PDE with a dynamic viscosity of and a mass density of
:
Activate a flow PDE model for a specific material:
Specify a symbolic stationary fluid dynamics PDE in two dimensions with a dynamic viscosity of and a mass density of
:
Specify a symbolic stationary fluid dynamics PDE in three dimensions with a dynamic viscosity of and a mass density of
:
Define a time-dependent flow PDE model:
Specify a symbolic time-dependent fluid dynamics PDE in two dimensions with a dynamic viscosity of and a mass density of
:
A compressible fluid dynamics PDE is generated if the mass density is a function of space or time
:
An incompressible fluid dynamics PDE is generated if the mass density is a constant:
Applications (3)
Stationary Analysis (1)
Non-Newtonian Flow (1)
Compute the fluid flow of a non-Newtonian fluid in an opening channel by using the power law fluid flow model.
Set up variables, flow parameters and the non-Newtonian power law for parameters for the exponent and power law viscosity:
Solve the PDE with an inflow profile given as {1/2,0} and with the outflow pressure set to 0. The walls are set up as no-slip walls:
Visualize the velocity in the region:
Plot the flow profile from the middle of the channel to the top scaled to 1:
Time-Dependent Analysis (1)
Solve a time-dependent driven cavity problem.
Create and visualize an auxiliary function to ramp up the flow speed on top of the box:
Set up the boundary conditions:
Set up the initial conditions:
Monitor the solution process and measure the time it takes to solve the PDE:
Visualize rasterized frames of the velocity field for various times:
Text
Wolfram Research (2024), FluidFlowPDEComponent, Wolfram Language function, https://reference.wolfram.com/language/ref/FluidFlowPDEComponent.html (updated 2024).
CMS
Wolfram Language. 2024. "FluidFlowPDEComponent." Wolfram Language & System Documentation Center. Wolfram Research. Last Modified 2024. https://reference.wolfram.com/language/ref/FluidFlowPDEComponent.html.
APA
Wolfram Language. (2024). FluidFlowPDEComponent. Wolfram Language & System Documentation Center. Retrieved from https://reference.wolfram.com/language/ref/FluidFlowPDEComponent.html