T-I-1: Difference between revisions
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(which is the composition of a reflection and an inversion in a sphere). However in two dimensions, <math> d=2 </math>, the space of conformal mappings is | (which is the composition of a reflection and an inversion in a sphere). However in two dimensions, <math> d=2 </math>, the space of conformal mappings is | ||
much larger and one can show that, given an open set <math> \Omega \in {\mathbb{C}}</math>, any holomorphic function <math> f : \Omega \rightarrow {\mathbb{C}} </math> such that | much larger and one can show that, given an open set <math> \Omega \in {\mathbb{C}}</math>, any holomorphic function <math> f : \Omega \rightarrow {\mathbb{C}} </math> such that | ||
<math> | <math> f'(z) \neq 0 </math>, <math>\forall z \in \Omega </math> defines a conformal map from <math>\Omega</math> to <math>f(\Omega)</math>. The aim of this homework is to exploit this property to study some hydrodynamic flows in two spatial dimensions. | ||
this property to study some hydrodynamic flows in two spatial dimensions. | |||
= Joukovski's transformation = | = Joukovski's transformation = | ||
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</math></center> | </math></center> | ||
* Compute <math>J'(z)</math> and deduce from it the maximal ensemble on which <math>J</math> is a conformal map. Show that <math> J </math> is always surjective. Under which condition on the set <math>\Omega</math> the application <math>J</math> on <math>\Omega</math> is | * Compute <math>J'(z)</math> and deduce from it the maximal ensemble on which <math>J</math> is a conformal map. Show that <math> J </math> is always surjective. Under which condition on the set <math>\Omega</math> the application <math>J</math> on <math>\Omega</math> is injective ? Give some examples of such (maximal) set <math>\Omega</math>. | ||
* Give the image by <math>J</math> of the following sub-sets: (a) the half-line passing through the origin <math>O</math> and making an angle <math>\alpha </math> with the <math>x</math>-axis, (b) the circle centered at the origin of radius <math>R</math> ( | * Give the image by <math>J</math> of the following sub-sets: (a) the half-line passing through the origin <math>O</math> and making an angle <math>\alpha </math> with the <math>x</math>-axis, (b) the circle centered at the origin of radius <math>R</math> (analyze in particular the case <math>R=1</math>). What is the image, by <math>J</math>, of the outside of the unit circle <math>|z| > 1</math>. | ||
Hint: | Hint: you will find useful to write the Cartesian coodinates of <math>f(z)</math> in terms of the polar coordinates of <math>z</math> writing <math>z = r e^{i \theta}</math>. | ||
Get a better idea of this Joukowski's transformation using the following code in Mathematica: | |||
- for the half-line passing through the origin: | |||
Jouk[z_] := z + 1/z | |||
Jouk[R Cos[u] + I R Sin[u]]; | |||
ParametricPlot[{{Re[%], Im[%]} /. {u -> 0.5}, {R Cos[u], R Sin[u]} /. {u -> 0.5}}, {R, .01, 10}] | |||
- for the circle centered at the origin of radius <math>R</math>: | |||
Jouk[ | Jouk[R Cos[u] + I R Sin[u]]; | ||
ParametricPlot[{{Re[%], Im[%]} /. {R -> 0.79}, {R Cos[u], R Sin[u]} /. {R -> 0.79}}, {u, 0, 2 \[Pi]}, | |||
I | PlotRange -> {{-3, 3}, {-1.5, 1.5}}] | ||
ParametricPlot[{Re[%], | |||
Im[%]} /. {R -> | |||
PlotRange -> {{-3, 3}, {-1, 1}} | |||
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=Harmonic functions = | Joukowski showed that the image of a circle passing through <math>z=1</math> and containing the point <math>z=-1</math> is mapped onto a curve shaped like the cross section of an airplane wing. We call this curve the Joukowski airfoil. | ||
*Convince yourself that the parametric curve | |||
<center><math> 1 - R \left( \cos(u) + \sin(\alpha) \right) + i R \left( \cos(\alpha) + \sin(u) \right) \quad \quad \text{with} \quad 0<u<2 \pi </math></center> | |||
identifies a circle of radius <math>R</math>, passing through <math>z=1</math>. <math>\alpha</math> being the angle between the real axis and the tangent at <math>z=1</math>. You can now visualize the Joukowski airfoil using the following code: | |||
Jouk[z_] := z + 1/z | |||
Jouk[1 - R Sin[\[Alpha]] + R Cos[u] + I (R Cos[\[Alpha]] + R Sin[u])]; | |||
ParametricPlot[{{Re[%], Im[%]} /. {R -> 1.15, \[Alpha] -> 1.3}, {{1 - R Sin[\[Alpha]] + R Cos[u]}, {R Cos[\[Alpha]] + R Sin[u]}} /. {R -> 1.15, \[Alpha] -> 1.3}}, {u, 0, 2 \[Pi]}] | |||
=Harmonic functions and hydrodynamics in the plane = | |||
We recall that a function <math> \varphi: \Omega \to \mathbb{R}</math> or <math>\mathbb{C}</math> (<math>\Omega</math> being an open set of <math>\mathbb{C} </math>) is | We recall that a function of differentiability class <math> C^2 </math>, <math> \varphi : \Omega \to \mathbb{R}</math> or <math>\mathbb{C}</math> (<math>\Omega</math> being an open set of <math>\mathbb{C} </math>) is | ||
called a "harmonic function" if it satisfies the Laplace equation | called a "harmonic function" if it satisfies the Laplace equation | ||
<center> | <center> | ||
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\qquad \text{where} \qquad | \qquad \text{where} \qquad | ||
\Delta \varphi \equiv \frac{\partial^2 \varphi}{\partial | \Delta \varphi \equiv \frac{\partial^2 \varphi}{\partial | ||
x^2}+\frac{\partial^2 \varphi}{\partial y^2} | x^2}+\frac{\partial^2 \varphi}{\partial y^2} \;, | ||
</math> | </math> | ||
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in all point <math> z = x + i y \in \Omega</math>. Similarly to conformal maps, harmonic functions in two dimensions, are closely related to holomorphic functions. | in all point <math> z = x + i y \in \Omega</math>. Similarly to conformal maps, harmonic functions in two dimensions, are closely related to holomorphic functions. | ||
* Let us consider <math>g: \Omega \to \mathbb{C} </math> a holomorphic function. Show that <math>g, \varphi = \mathrm{Re}\, g | * Let us consider <math>g: \Omega \to \mathbb{C} </math> a holomorphic function. Show that <math>g, \varphi = \mathrm{Re}\, g </math> and <math> \psi = | ||
\mathrm{Im}\, g </math> are harmonic functions. | \mathrm{Im}\, g </math> are harmonic functions. | ||
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* Show that, if <math> \varphi: \Omega \to \mathbb{R} </math> is a harmonic function and <math> f: \Omega' \to \Omega </math> a conformal map, then <math>\Phi = \varphi \circ f </math> is also a harmonic function. | * Show that, if <math> \varphi: \Omega \to \mathbb{R} </math> is a harmonic function and <math> f: \Omega' \to \Omega </math> a conformal map, then <math>\Phi = \varphi \circ f </math> is also a harmonic function. | ||
We now consider the irrotational flow of a non-viscous and incompressible fluid in some region of the plane. We denote by <math>\vec{v}=(v_x,v_y) </math> its velocity field. | |||
* Show that <math>\vec{v}=(v_x,v_y) </math> is the gradient of a scalar potential <math>\varphi(x,y)</math> which satisfies <math>\Delta \varphi=0</math> . | |||
* Show that you can construct <math>\psi(x,y)</math> such that <math>g=\varphi +i \psi</math> is holomorphic and <math>v_x+i v_y= \overline{g'(z)}</math>. <math>g(z)</math> is the complex potential associated to the 2-dimensional fluid flow. | |||
= Back to the Joukovski's transformation= | |||
* Consider a constant and uniform flow, parallel to the real axis and with velocity <math>V_0</math>. Show that the complex potential writes <math>g_0(z)=V_0 z</math>. | |||
* Consider a fluid in presence of an obstacle. The obstacle is a circle with <math>R=1</math>. Far from the circle the velocity is <math>V_0</math>. Use the Joukovski's transformation to show that the complex potential writes | |||
<center><math>g(z)=V_0(z+\frac{1}{z}) \;.</math></center> | |||
* Compute the velocity along the real and the imaginary axis. Draw the streamlines (<math>\psi(z)=\text{const.}</math>) of the flow. | |||
ContourPlot[Im[(x + I y) + 1/(x + I y)], {x, -3, 3}, {y, -3, 3}, BoundaryStyle -> Red, RegionFunction -> Function[{x, y}, x^2 + y^2 > 1], Contours -> 100] | |||
* Explain (without calculation) how you can use the Joukovski's transformation to study the flow if the circle is replaced by the airfoil. |
Latest revision as of 15:18, 27 September 2023
Analytical functions: conformal map and applications to hydrodynamics
This homework deals with the application of conformal maps to the study of two-dimensional hydrodynamics. A conformal map is a geometrical transformation which preserves all (oriented) crossing angles between lines. In dimension a conformal map is necessarily composed from the following limited number of transformations: translations, rotations, homothetic transformation and special conformal transformation (which is the composition of a reflection and an inversion in a sphere). However in two dimensions, , the space of conformal mappings is much larger and one can show that, given an open set , any holomorphic function such that , defines a conformal map from to . The aim of this homework is to exploit this property to study some hydrodynamic flows in two spatial dimensions.
Joukovski's transformation
The Joukovski's transformation is defined by the following application
- Compute and deduce from it the maximal ensemble on which is a conformal map. Show that is always surjective. Under which condition on the set the application on is injective ? Give some examples of such (maximal) set .
- Give the image by of the following sub-sets: (a) the half-line passing through the origin and making an angle with the -axis, (b) the circle centered at the origin of radius (analyze in particular the case ). What is the image, by , of the outside of the unit circle .
Hint: you will find useful to write the Cartesian coodinates of in terms of the polar coordinates of writing .
Get a better idea of this Joukowski's transformation using the following code in Mathematica:
- for the half-line passing through the origin:
Jouk[z_] := z + 1/z Jouk[R Cos[u] + I R Sin[u]]; ParametricPlot[{{Re[%], Im[%]} /. {u -> 0.5}, {R Cos[u], R Sin[u]} /. {u -> 0.5}}, {R, .01, 10}]
- for the circle centered at the origin of radius :
Jouk[R Cos[u] + I R Sin[u]]; ParametricPlot[{{Re[%], Im[%]} /. {R -> 0.79}, {R Cos[u], R Sin[u]} /. {R -> 0.79}}, {u, 0, 2 \[Pi]}, PlotRange -> {{-3, 3}, {-1.5, 1.5}}]
- Study the conformal map in the vicinity of : we consider a "smooth" curve passing through , with a well defined tangent. Show that the image of exhibits a cusp in . In this purpose, we parametrize this curve by with and . Write then the Taylor expansion of in up to first order and the expansion of close to up to second order.
Joukowski showed that the image of a circle passing through and containing the point is mapped onto a curve shaped like the cross section of an airplane wing. We call this curve the Joukowski airfoil.
- Convince yourself that the parametric curve
identifies a circle of radius , passing through . being the angle between the real axis and the tangent at . You can now visualize the Joukowski airfoil using the following code:
Jouk[z_] := z + 1/z Jouk[1 - R Sin[\[Alpha]] + R Cos[u] + I (R Cos[\[Alpha]] + R Sin[u])]; ParametricPlot[{{Re[%], Im[%]} /. {R -> 1.15, \[Alpha] -> 1.3}, {{1 - R Sin[\[Alpha]] + R Cos[u]}, {R Cos[\[Alpha]] + R Sin[u]}} /. {R -> 1.15, \[Alpha] -> 1.3}}, {u, 0, 2 \[Pi]}]
Harmonic functions and hydrodynamics in the plane
We recall that a function of differentiability class , or ( being an open set of ) is called a "harmonic function" if it satisfies the Laplace equation
in all point . Similarly to conformal maps, harmonic functions in two dimensions, are closely related to holomorphic functions.
- Let us consider a holomorphic function. Show that and are harmonic functions.
- Geometric interpration of and : show that the streamlines of are the level curves of .
- Show that, if is a harmonic function and a conformal map, then is also a harmonic function.
We now consider the irrotational flow of a non-viscous and incompressible fluid in some region of the plane. We denote by its velocity field.
- Show that is the gradient of a scalar potential which satisfies .
- Show that you can construct such that is holomorphic and . is the complex potential associated to the 2-dimensional fluid flow.
Back to the Joukovski's transformation
- Consider a constant and uniform flow, parallel to the real axis and with velocity . Show that the complex potential writes .
- Consider a fluid in presence of an obstacle. The obstacle is a circle with . Far from the circle the velocity is . Use the Joukovski's transformation to show that the complex potential writes
- Compute the velocity along the real and the imaginary axis. Draw the streamlines () of the flow.
ContourPlot[Im[(x + I y) + 1/(x + I y)], {x, -3, 3}, {y, -3, 3}, BoundaryStyle -> Red, RegionFunction -> Function[{x, y}, x^2 + y^2 > 1], Contours -> 100]
- Explain (without calculation) how you can use the Joukovski's transformation to study the flow if the circle is replaced by the airfoil.