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Pressure-correction method

Pressure-correction method is a computer science topic covered in the lgStudy science library. This page brings together a partial reference excerpt, illustrations, worked examples, real-world applications and a short study plan, so you can understand Pressure-correction method rather than just read about it. In short: Pressure-correction method is a class of methods used in computational fluid dynamics for numerically solving the Navier-Stokes equations normally for incompressible flows. Common properties The equations solved in this approach arise from the implicit time integration of the incompressible Navier–Stokes equations.

Key takeaways

  • Pressure-correction method belongs to computer science; place it in that map before memorising details.
  • Learn the definition first, then one example that makes the definition concrete.
  • Connect Pressure-correction method to a quantity you can measure, compute or draw — that is where exam questions come from.
  • Reproduce the core statement of Pressure-correction method from memory before moving on to harder problems.

Reference excerpt

Pressure-correction method is a class of methods used in computational fluid dynamics for numerically solving the Navier-Stokes equations normally for incompressible flows.

Common properties The equations solved in this approach arise from the implicit time integration of the incompressible Navier–Stokes equations.

Due to the non-linearity of the convective term in the momentum equation that is written above, this problem is solved with a nested-loop approach. While so called global or inner iterations represent the real time-steps and are used to update the variables v {\displaystyle \mathbf {v} } and p {\displaystyle p} , based on a linearized system, and boundary conditions; there is also an outer loop for updating the coefficients of the linearized system. The outer iterations comprise two steps:

Solve the momentum equation for a provisional velocity based on the velocity and pressure of the previous outer loop. Plug the new newly obtained velocity into the continuity equation to obtain a correction. The correction for the velocity that is obtained from the second equation one has with incompressible flow, the non-divergence criterion or continuity equation

∇ ⋅ v = 0 {\displaystyle \nabla \cdot \mathbf {v} =0}

is computed by first calculating a residual value m ˙ {\displaystyle {\dot {m}}} , resulting from spurious mass flux, then using this mass imbalance to get a new pressure value. The pressure value that is attempted to compute, is such that when plugged into momentum equations a divergence-free velocity field results. The mass imbalance is often also used for control of the outer loop. The name of this class of methods stems from the fact that the correction of the velocity field is computed through the pressure-field. The discretization of this is typically done with either the finite element method or the finite volume method. With the latter, one might also encounter the dual mesh, i.e. the computation grid obtained from connecting the centers of the cells that the initial subdivision into finite elements of the computation domain yielded.

Implicit split-update procedures Another approach which is typically used in FEM is the following. The aim of the correction step is to ensure conservation of mass. In continuous form for compressible substances mass, conservation of mass is expressed by

∇ ⋅ ( ρ ( x ) v ( x ) ) = d d t p ( x ) c 2 {\displaystyle \nabla \cdot \left(\rho (\mathbf {x} )\mathbf {v} (\mathbf {x} )\right)={\frac {{\frac {d}{dt}}p(\mathbf {x} )}{c^{2}}}}

where c 2 {\displaystyle c^{2}} is the square of the "speed of sound". For low Mach numbers and incompressible media c {\displaystyle c} is assumed to be infinite, which is the reason for the above continuity equation to reduce to

∇ ⋅ v = 0 {\displaystyle {\begin{aligned}\nabla \cdot \mathbf {v} &=0\end{aligned}}}

The way of obtaining a velocity field satisfying the above, is to compute a pressure which when substituted into the momentum equation leads to the desired correction of a preliminary computed intermediate velocity. Applying the divergence operator to the compressible momentum equation yields

… excerpt ends here. Continue reading the full article.

Worked examples

Example 1 — a first encounter with Pressure-correction method

Start with the simplest possible case. Write down what Pressure-correction method claims or describes in one sentence, then invent the smallest concrete situation in which that sentence is true. In computer science, the smallest case is usually a single object, a single equation or a single measurement. Check that every symbol or term in your sentence has a meaning in that case.

Example 2 — changing one variable

Take the situation from Example 1 and change exactly one quantity: double it, halve it, or set it to zero. Predict what should happen to Pressure-correction method before you calculate. Comparing your prediction with the result is the fastest way to find out whether you understand the idea or only the words.

Example 3 — an exam-style question

Typical questions about Pressure-correction method ask you to (a) state it precisely, (b) apply it to given data, and (c) explain a limitation. Practise writing all three answers in under five minutes; the third part is what separates a full-mark answer from an average one.

Applications of Pressure-correction method

In research
Pressure-correction method appears in computer science research whenever the underlying quantities have to be modelled precisely. Papers usually cite it as a starting assumption and then explore where it breaks down.
In technology and industry
Engineering practice reuses Pressure-correction method in design rules, simulations and safety margins. Knowing the idea lets you read a specification sheet and understand why the numbers look the way they do.
In the classroom
Pressure-correction method is common in secondary-school and first-year university syllabi. It links to neighbouring topics Computational fluid dynamics, Fluid dynamics, so understanding it makes those chapters shorter.
In everyday life
Look for Pressure-correction method outside the textbook — in sport, cooking, traffic, electronics or the sky above you. An example you found yourself is remembered far longer than one you were given.

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How to study Pressure-correction method in 20 minutes

  1. Read the reference excerpt below once, without taking notes.
  2. Close the page and write down what Pressure-correction method means in your own words.
  3. Compare your version with the excerpt and mark what you missed.
  4. Work through the three examples above with pen and paper.
  5. Explain Pressure-correction method out loud to somebody else — or to Teacher Smith in the lgStudy chat.

Frequently asked questions

What is Pressure-correction method in simple terms?

Pressure-correction method is a class of methods used in computational fluid dynamics for numerically solving the Navier-Stokes equations normally for incompressible flows. Common properties The equations solved in this approach arise from the implicit time integration of the incompressible Navier–…

Why does Pressure-correction method matter?

Because it connects several computer science ideas at once: it gives you a definition you can apply, a quantity you can calculate, and a way to check whether a result is plausible.

How should I study Pressure-correction method?

Read the excerpt, restate it from memory, then work through the examples and applications listed on this page. The five-step study plan above takes about twenty minutes.

What does this page cover?

It gives you a compact reference excerpt plus original lgStudy explanations, examples, applications and study material on Pressure-correction method.

Tags

  • Computational fluid dynamics
  • Fluid dynamics

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