Amplitude of the velocity gradient

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Discussion Overview

The discussion revolves around the mathematical expression of the amplitude of the velocity gradient, particularly in the context of fluid dynamics. Participants explore the correct formulation of the velocity gradient and its representation as a matrix, as well as how to calculate its magnitude.

Discussion Character

  • Technical explanation
  • Debate/contested
  • Mathematical reasoning

Main Points Raised

  • Indira initially proposes that the amplitude of the velocity gradient can be expressed as a sum of partial derivatives, but this is challenged by others.
  • One participant clarifies that the velocity gradient is a 3x3 matrix and suggests using a norm to express its magnitude.
  • Indira later revises her understanding and attempts to express the gradient of the velocity vector in matrix form, but this is met with further corrections.
  • Another participant emphasizes that a simple sum of terms cannot serve as a valid norm for the matrix, highlighting the need for a proper mathematical definition of norms.
  • CI seeks confirmation on the construction of the gradient matrix and expresses uncertainty about calculating its magnitude and applying the Kronecker symbol.
  • A participant confirms CI's matrix construction but does not provide guidance on the magnitude calculation.

Areas of Agreement / Disagreement

Participants do not reach consensus on the correct formulation of the velocity gradient or the method for calculating its magnitude. Multiple competing views and corrections are present throughout the discussion.

Contextual Notes

There are unresolved issues regarding the definitions and properties of norms applicable to matrices, as well as the specific steps required to calculate the magnitude of the velocity gradient.

CIMP
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Dear all,

Someone could help me to understand how is mathermatically expressed the amplitude of the velocity gradient?

For example if vector of velocity is V(Ux,Vy,Wz)

The amplitude of the velocity gradient is? :

grad(V)= d/dx(Ux) +d/dy(Uy) + d/dz(Uz)

Is it fine?

Thanks in advance,

Indira
 
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No.

The velocity gradient is a 3*3 matrix, and if you are to express the magnitude of that, you'll need to use som sort of norm.

I can understand the usefulness of such a measure, for example to estimate the maximal effect of viscous forces. But I don't know what is conventional procedure here.
 
CIMP said:
Dear all,

Someone could help me to understand how is mathermatically expressed the amplitude of the velocity gradient?

For example if vector of velocity is V(Ux,Vy,Wz)

The amplitude of the velocity gradient is? :

grad(V)= d/dx(Ux) +d/dy(Uy) + d/dz(Uz)

Is it fine?

Thanks in advance,

Indira
What you have is NOT "grad V", it is "div V", [itex]\nabla\cdot V[/itex]
 
Thanks a lot for your reply. If I understood well, then the gradient of the velocity vector is going to be:

Be V the velocity vector V=(Ux,Vy,Wz)

Grad (V) = (d/dx Ux + d/dx Uy + d/dx Uz
d/dy Ux + d/dy Uy + d/dy Uz
d/dz Ux + d/dz Uy + d/dz Uz)

After this how can I get the magnitude of that?

Thanks for further input...

CI
 
No, it is not that either.

Letting i and j be indices running from 1 to three,
[tex]u_{1}=u, u_{2}=v, u_{3}=w, x_{1}=x,x_{2}=y, x_{3}=z[/tex]

The gradient of the velocity vector is the matrix [itex]a_{ij}[/itex], with elements:
[tex]\frac{\partial{u}_{i}}{\partial{x}_{j}}[/tex]
 
Dear Arildno,

Thanks a lot for your reply.

Is the following fine:

Grad (u)= [d/dx1 U1 + d/dx2 U1 + d/dx3 U1

d/dx1 U2 + d/dx2 U2 + d/dx3 U2

d/dx1 U3 + d/dx2 U3 + d/dx3 U3]


After this step, I need to calculate the magnitude and finally to multiply the result by the symbol of kronecker. For the symbol of Kronecker I suppose that I should only have the trace of the matrix 3x3 written above, but for the magnitude I don't have any idea...

Thanks and best regards,

CI
 
No, it is not.
One of the most important reasons for that is that any NORM should have as basic property that if the norm of a vector/matrix difference equals zero, then this implies that the vectors/matrices in question are identical.

A simple sum of terms cannot achieve this.

You may look at the following page to look upon a few examples of norms commonly used for matrices:
http://en.wikipedia.org/wiki/Matrix_norm
 
I think that for the gradient of U, I should put each term of the matrix without sum as follows (I don't know how to put in LateX the brackets to the matrix):

Grad(U) = [d/dx1 U1 d/dx2 U1 d/dx3 U1

d/dx1 U2 d/dx2 U2 d/dx3 U2

d/dx1 U3 d/dx2 U3 d/dx3 U3]

I guess this part is Ok. Could you please confirm it ?

After that I should look the web page to see how can I get the NORM of that matrix.

Thanks a lot,

CI

Thanks a lot,

CI
 
Yes, that is how you should construct your matrix.
 

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