book:chap5:5.3_volume_integrals
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book:chap5:5.3_volume_integrals [2022/01/04 17:11] – [5.3.1 Determine volume and mass by volume integrals] abril | book:chap5:5.3_volume_integrals [2022/01/04 20:29] (current) – abril | ||
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- | FIXME draft with missing figures and references :!: | ||
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===== 5.3 Volume integrals — A professor falling through Earth ===== | ===== 5.3 Volume integrals — A professor falling through Earth ===== | ||
<WRAP # | <WRAP # | ||
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\end{align*} | \end{align*} | ||
In the limit of small volume elements we write this sum as a | In the limit of small volume elements we write this sum as a | ||
+ | |||
<WRAP box round> | <WRAP box round> | ||
- | The //volume integral// $F$ of a function $f(\mathbf q)$ over a region\\ $R \subset \mathbb R^D$ | + | The //volume integral// $F$ of a function $f(\mathbf q)$ over a region $R \subset \mathbb R^D$ is defined as follows as limit of a sum over the elements of a partition,((Considerable care is taken in calculus courses to explore under which conditions the limit exists and is well-defined. Here, we assume that the function $f$ varies smoothly inside the region. In other words, we assume that for all partition elements the difference |
- | is defined as follows as limit of a sum over the\\ elements of a partition,\footnotemark\ | + | |
- | $\{ \Delta V_i\, , \;\; i \in \mathsf{I} \}$ of $R$ and points\\ $\mathbf q_i \in \Delta V_i$, | + | |
\begin{align*} | \begin{align*} | ||
F | F | ||
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\end{align*} | \end{align*} | ||
where the boundaries of the integrals must be chosen such that $( q_1, \cdots , q_D) \in R$. | where the boundaries of the integrals must be chosen such that $( q_1, \cdots , q_D) \in R$. | ||
- | </ | ||
- | |||
- | <WRAP right 140pt id=??> | ||
- | Considerable care is taken in calculus courses to explore | ||
- | under which conditions the limit exists and is well-defined. | ||
- | Here, we assume that the function $f$ varies smoothly inside the region. | ||
- | In other words, we assume that for all partition elements the difference | ||
- | $\lvert f( \mathbf q ) - f( \mathbf q_i )\rvert \lll \lvert f( \mathbf q_i )\rvert$ | ||
- | for all points $\mathbf q \in \Delta V_i$.} | ||
</ | </ | ||
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<wrap lo>** Remark 5.2. ** | <wrap lo>** Remark 5.2. ** | ||
For the function $f( \mathbf q ) = 1$ the volume integral provides the $D$-dimensional volume of the region $R$. | For the function $f( \mathbf q ) = 1$ the volume integral provides the $D$-dimensional volume of the region $R$. | ||
- | | ||
</ | </ | ||
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\end{align*} | \end{align*} | ||
The boundaries of the integral that define the shape of the body have been absorbed into the definition of the density. | The boundaries of the integral that define the shape of the body have been absorbed into the definition of the density. | ||
- | | ||
</ | </ | ||
We illustrate the steps taken to evaluate a volume integral by calculating the area and volume of some simple geometric shapes: | We illustrate the steps taken to evaluate a volume integral by calculating the area and volume of some simple geometric shapes: | ||
- | <WRAP box round> | ||
- | - | + | <WRAP box round # |
- | is | + | |
+ | **a)** | ||
\begin{align*} | \begin{align*} | ||
\| R \| | \| R \| | ||
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= 2ab | = 2ab | ||
\end{align*} | \end{align*} | ||
- | - | + | |
+ | **b)** | ||
\begin{align*} | \begin{align*} | ||
\| C \| | \| C \| | ||
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= \pi \, R^2 | = \pi \, R^2 | ||
\end{align*} | \end{align*} | ||
- | The choice of the integration boundaries is illustrated in \cref{fig: | + | |
+ | The choice of the integration boundaries is illustrated in [[# | ||
Upon moving to the second line of this equation we substituted $x=R \, \sin\theta$, | Upon moving to the second line of this equation we substituted $x=R \, \sin\theta$, | ||
and in the step to the third line we made use of the $\pi$-periodicity of $\cos^2\theta$. | and in the step to the third line we made use of the $\pi$-periodicity of $\cos^2\theta$. | ||
</ | </ | ||
- | <WRAP right id=fig_CircleAreaIntegral> | + | < |
- | {{./Sketch/CircleAreaIntegral.png}} | + | {{CircleAreaIntegral.png}} |
- | Notations adopted in the surface integral performed in | + | Figure 5.8: Notations adopted in the surface integral performed in |
- | [[# | + | [[# |
</ | </ | ||
- | <WRAP box round> | + | <WRAP box round # |
The volume of a three-dimensional sphere $S$ with center at the origin and radius $R$ is | The volume of a three-dimensional sphere $S$ with center at the origin and radius $R$ is | ||
\begin{align*} | \begin{align*} | ||
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\end{align*} | \end{align*} | ||
Upon moving to the second line we observed that the $y$ and $z$ integrals agreed with the ones performed | Upon moving to the second line we observed that the $y$ and $z$ integrals agreed with the ones performed | ||
- | to evaluate the are of a circle, | + | to evaluate the are of a circle, cf [[# |
</ | </ | ||
==== 5.3.2 Change of variables | ==== 5.3.2 Change of variables | ||
- | <WRAP id=ssection_integrationVolume /> | + | <wrap #ssection_integrationVolume></wrap> |
The shape of a circle with center at the origin and radius $R$ | The shape of a circle with center at the origin and radius $R$ | ||
- | can much easier be described by polar coordinates rather than Cartesian coordinates: | + | can much easier be described by polar coordinates rather than Cartesian coordinates((In order to avoid confusion with the radius of the circle |
- | \footnote{In order to avoid confusion with the radius of the circle | + | the radial coordinate of the polar coordinates is here denoted as $\rho$.)): $\{ (\rho, \theta) \in \mathbb R^+ \times [0,2\pi) \; : \; \rho < R \}$. |
- | the radial coordinate of the polar coordinates is here denoted as $\rho$.}\ | + | |
- | $\{ (\rho, \theta) \in \mathbb R^+ \times [0,2\pi) \; : \; \rho < R \}$. | + | |
To take advantage of this simplification we have to introduce a transformation of the integration coordinates | To take advantage of this simplification we have to introduce a transformation of the integration coordinates | ||
from Cartesian to polar coordinates. | from Cartesian to polar coordinates. | ||
- | A heuristic guess based on \cref{fig: | + | A heuristic guess based on [[# |
that a volume element $\mathrm{d} x\, \mathrm{d} y$ at the position $(x, | that a volume element $\mathrm{d} x\, \mathrm{d} y$ at the position $(x, | ||
should be replaced by $\rho \, \mathrm{d}\theta\, | should be replaced by $\rho \, \mathrm{d}\theta\, | ||
One readily verifies that this is a reasonable choice by working out the area of the circle with radius $R$: | One readily verifies that this is a reasonable choice by working out the area of the circle with radius $R$: | ||
- | <WRAP right id=fig_PolarIntegrationVolume> | + | < |
- | {{./Sketch/PolarIntegrationVolume.png}} | + | {{PolarIntegrationVolume.png}} |
- | + | Figure 5.9: Integration volume for polar coordinates. | |
- | Integration volume for polar coordinates. | + | |
</ | </ | ||
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= \pi \, R^2 | = \pi \, R^2 | ||
\end{align*} | \end{align*} | ||
- | with a much easier calculation than in \Example{AreaIntegral}b). | + | with a much easier calculation than in [[# |
Formally the change of the integration volume is determined by generalizing the substitution rule for integrals, | Formally the change of the integration volume is determined by generalizing the substitution rule for integrals, | ||
- | as illustrated in | + | as illustrated in |
In this rule the derivative $f' | In this rule the derivative $f' | ||
In order to generalize this idea we recall from the discussion of line integrals | In order to generalize this idea we recall from the discussion of line integrals | ||
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</ | </ | ||
- | <wrap lo>** Remark 5.4. ** | + | <WRAP lo>** Remark 5.4. ** |
The determinant of $2\times 2$ and $3\times 3$ matrices takes the form of | The determinant of $2\times 2$ and $3\times 3$ matrices takes the form of | ||
the (sum of) products along the diagonals from left to right | the (sum of) products along the diagonals from left to right | ||
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& | & | ||
\end{align*} | \end{align*} | ||
- | These expressions are entailed by the geometric interpretation of the cross product in \cref{ssec:GeometricCrossProduct}. | + | These expressions are entailed by the geometric interpretation of the cross product in [[book:chap2: |
- | | + | </WRAP> |
- | </wrap> | + | |
Without proof | Without proof | ||
we provide the following general rule for calculating determinants | we provide the following general rule for calculating determinants | ||
- | <WRAP box round> | + | |
+ | <WRAP box round> | ||
Let $\mathsf A$ be a $D\times D$ matrix with $D \in \mathbb N$ | Let $\mathsf A$ be a $D\times D$ matrix with $D \in \mathbb N$ | ||
and entries $a_{ij}$ where $i,j \in \{ 1, \cdots, D \}$. | and entries $a_{ij}$ where $i,j \in \{ 1, \cdots, D \}$. | ||
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Altogether this allows us to identify the factor involved in a change of the integration variables | Altogether this allows us to identify the factor involved in a change of the integration variables | ||
as the Jacobi determinant. | as the Jacobi determinant. | ||
- | <WRAP box round> | + | |
+ | <WRAP box round> | ||
We consider a change of integration variables from the coordinates | We consider a change of integration variables from the coordinates | ||
$\mathbf x = (x_1, x_2, \cdots, x_D)$ to $( y_1, y_2, \cdots , y_D)$ | $\mathbf x = (x_1, x_2, \cdots, x_D)$ to $( y_1, y_2, \cdots , y_D)$ | ||
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</ | </ | ||
- | <WRAP box round> | + | <WRAP box round # |
- | - | + | **a)** |
$(x,y) = \rho \: (\cos\theta, | $(x,y) = \rho \: (\cos\theta, | ||
\begin{align*} | \begin{align*} | ||
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= \rho \, \mathrm{d}\rho \, \mathrm{d} \theta | = \rho \, \mathrm{d}\rho \, \mathrm{d} \theta | ||
\end{align*} | \end{align*} | ||
- | - | + | |
+ | **b)** | ||
$(x,y,z) = (\rho \cos\theta, \: \rho \sin\theta, z)$\\ transform as | $(x,y,z) = (\rho \cos\theta, \: \rho \sin\theta, z)$\\ transform as | ||
\begin{align*} | \begin{align*} | ||
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= \rho \, \mathrm{d}\rho \, \mathrm{d} \theta \, \mathrm{d} z | = \rho \, \mathrm{d}\rho \, \mathrm{d} \theta \, \mathrm{d} z | ||
\end{align*} | \end{align*} | ||
- | - \text{//spherical coordinates// | + | |
+ | **c)** | ||
$(x,y,z) = \rho \: (\sin\theta \cos\phi, \, \sin\theta \sin\phi, \, \cos\theta)$}\\ transform as | $(x,y,z) = \rho \: (\sin\theta \cos\phi, \, \sin\theta \sin\phi, \, \cos\theta)$}\\ transform as | ||
\begin{align*} | \begin{align*} | ||
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a physics professor and its environment. | a physics professor and its environment. | ||
In the absence of interaction with other matter the professor will freely fall towards the center of Earth, | In the absence of interaction with other matter the professor will freely fall towards the center of Earth, | ||
- | accelerated by a force that arises as sum of the mass elements constituting Earth (see\cref{fig: | + | accelerated by a force that arises as sum of the mass elements constituting Earth (see [[# |
For the professor of mass $m$ at position $\mathbf q_P$ and the mass element at position $\mathbf q_e$ this force amounts to | For the professor of mass $m$ at position $\mathbf q_P$ and the mass element at position $\mathbf q_e$ this force amounts to | ||
$\mathbf F(\mathbf q_P, \mathbf q_e) = -\nabla ( m \, \rho(\mathbf q_e) \, G ) / \left\lvert \mathbf q_P - \mathbf q_e \right\rvert$. | $\mathbf F(\mathbf q_P, \mathbf q_e) = -\nabla ( m \, \rho(\mathbf q_e) \, G ) / \left\lvert \mathbf q_P - \mathbf q_e \right\rvert$. | ||
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Then, the force on the professor takes the form | Then, the force on the professor takes the form | ||
- | <WRAP right id=fig_FallingThroughEarth> | + | < |
- | {{./Sketch/FallingThroughEarth.png}} | + | {{FallingThroughEarth.png}} |
- | + | Figure 5.10: Initially positioned at the upper right (yellow), the professor will fall down (red), | |
- | Initially positioned at the upper right (yellow), the professor will fall down (red), | + | |
and eventually pop out at the other side and return (green). | and eventually pop out at the other side and return (green). | ||
</ | </ | ||
- | \begin{align} \label{eq: | + | <wrap # |
+ | \begin{align} | ||
\mathbf F_{\text{tot}} | \mathbf F_{\text{tot}} | ||
- | &= - \int_{\mathbb R^3} \mathrm{d}^3 q \: \nabla \frac{ m \, \rho(\mathbf q_e) \, G }{ \left\lvert \mathbf q_P - \mathbf q_e \right\rvert } | + | &= - \int_{\mathbb R^3} \mathrm{d}^3 q \: \nabla \frac{ m \, \rho(\mathbf q_e) \, G }{ \left\lvert \mathbf q_P - \mathbf q_e \right\rvert |
\\ | \\ | ||
- | &= - m \, \rho \, G \; \nabla | + | &= - m \, \rho \, G \; \nabla |
\end{align} | \end{align} | ||
where $\theta$ is the angle between the two vectors $\left\lvert \mathbf q_P \right\rvert$ and $\left\lvert \mathbf q_e \right\rvert$, | where $\theta$ is the angle between the two vectors $\left\lvert \mathbf q_P \right\rvert$ and $\left\lvert \mathbf q_e \right\rvert$, | ||
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$g = MG/R = 4\pi\, | $g = MG/R = 4\pi\, | ||
The professor moves under the influence of a // | The professor moves under the influence of a // | ||
- | as studied in\cref{quest:CoordTrafos,quest:ODE-12,quest:Conservation-08}! | + | as studied in |
- | After a while (\cf\cref{quest:volIntegral-professor}) he reappears at the very same spot where he started,\ | + | [[book:chap4: |
+ | [[book:chap4: | ||
+ | [[book: | ||
+ | |||
+ | After a while (cf [[book:chap5: | ||
except that Earth moved on while he was under way. | except that Earth moved on while he was under way. | ||
==== 5.3.4 Self Test ==== | ==== 5.3.4 Self Test ==== | ||
- | |||
- | ---- | ||
<wrap # | <wrap # | ||
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describes a sphere of radius | describes a sphere of radius | ||
The volume | The volume | ||
- | \begin{align}\label{eq: | + | |
- | V = \pi \; \int \mathrm{d} x \: \left( f(x) \right)^2 | + | <wrap # |
+ | \begin{align} | ||
+ | V = \pi \; \int \mathrm{d} x \: \left( f(x) \right)^2 | ||
\end{align} | \end{align} | ||
- | - Sketch the function | + | - Sketch the function |
- | and verify that the solid of revolution is indeed a sphere. | + | - Determine the volume of the sphere based on the given equation Compare you calculation and the result to the calculation given in [[# |
- | - Determine the volume of the sphere based on the given equation. | + | - Show that the volume integral for a solid of revolution provides |
- | Compare you calculation and the result to the calculation given in \Example{VolumeIntegral}. | + | |
- | - Show that the volume integral for a solid of revolution provides | + | |
- | \cref{eq: | + | |
- | when one adopts cylindrical coordinates. | + | |
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\\ | \\ | ||
Determine the Jacobi matrix and its determinant for the transformation | Determine the Jacobi matrix and its determinant for the transformation | ||
- | from Cartesian to spherical coordinates, | + | from Cartesian to spherical coordinates, |
~~DISCUSSION~~ | ~~DISCUSSION~~ | ||
book/chap5/5.3_volume_integrals.1641312662.txt.gz · Last modified: 2022/01/04 17:11 by abril