Captured On
[2020-02-06 Thu 16:34]
Source
Session 70: Normal Form of Green’s Theorem | Part C: Green’s Theorem | 3. Double Integrals and Line Integrals in the Plane | Multivariable Calculus | Mathematics | MIT OpenCourseWare

1 Chalkboard

Figure 1: What is the Green’s Theorem for flux

Figure 1: What is the Green’s Theorem for flux

Figure 2: Green’s Theorem for flux

Figure 2: Green’s Theorem for flux

Figure 3: Green’s Theorem in normal form vs tangential form

Figure 3: Green’s Theorem in normal form vs tangential form

Figure 4: Proof of Green’s Theorem for flux

Figure 4: Proof of Green’s Theorem for flux

Figure 5: Changing name of \(\vb{F}\) components

Figure 5: Changing name of \(\vb{F}\) components

Figure 6: Example of Green’s Theorem for flux

Figure 6: Example of Green’s Theorem for flux

2 Explain why flux is a line integral

2.1 Front

Explain why flux is a line integral

Let \(\vb{F}\) a vector field, and CC any curve

2.2 Back

We can divide up the curve CC and apply to each of the approximating line segments, so:

mass-transport rate across k-thk\text{-th} line segment \(\approx (\vb{F_k} \cdot \vu{n_k}) \Delta s_{k}\)

Add up all these subdivision and Δs0\Delta s \to 0

mass-transport rate across \({\displaystyle C = \int_C \vb{F} \cdot \vb{n} \dd{s}}\)

So, this line integral is called flux of \(\vb{F}\) across CC

3 How can you write \(\vu{n}\dd{s}\) as vector?

3.1 Front

How can you write $\vu{n}\dd{s}$ as vector?

Write in terms of components, similarly to \(\dd{\vb{r}} = \ev{\dd{x}, \dd{y}}\)

3.2 Back

\(\vu{n}\) is 90 degrees clockwise to tangent vector \(\vb{T}\). As you can write \(\vb{T} \dd{s}\)

\(\dd{\vb{r}} = \vb{T} \dd{s} = \ev{\frac{\dd{x}}{\dd{s}}, \frac{\dd{y}}{\dd{s}}} \dd{s} = \ev{\dd{x}, \dd{y}}\)

Clockwise this vector 90 degrees

\(\vu{n} \dd{s} = \ev{\frac{\dd{y}}{\dd{s}}, - \frac{\dd{x}}{\dd{s}}} \dd{s} = \ev{\dd{y}, - \dd{x}}\)

4 What is the Green’s Theorem for flux?

4.1 Front

What is the Green’s Theorem for flux?

Let \(\vb{F} = \ev{M,N}\) a 2 dimensional flow field, and CC a simple closed curve, positively oriented

4.2 Back

  • Flux of \(\vb{F}\) across CC \({\displaystyle = \oint_C M \dd{y} - N \dd{x}}\)

As \(\vu{n}\) points outwards, away from RR, the flux is positive where the flow is out of RR, flow into RR counts as negative flux

Applying Green’s Theorem to the line integral

\({\displaystyle \oint_C M \dd{y} - N \dd{x} = \oint_C - N \dd{x} + M \dd{y} = \iint_R (M_x - (- N_y)) \dd{A} = \iint_R (M_x + N_y) \dd{A}}\)

5 How is the flow if the flux of \(\vb{F}\) across CC is positive?

5.1 Front

How is the flow if the flux of $\vb{F}$ across $C$ is positive?

Let \(\vb{F} = \ev{M,N}\) a 2 dimensional flow field, and CC a simple closed curve, positively oriented

5.2 Back

It’s away from RR

As \(\vu{n}\) points outwards, away from RR, the flux is positive where the flow is out of RR, flow into RR counts as negative flux

6 What is the two-dimensional divergence of \(\vb{F}\)

6.1 Front

What is the two-dimensional divergence of $\vb{F}$

Let \(\vb{F} = \ev{M,N}\)

6.2 Back

\({\displaystyle \text{div} \vb{F} = M_x + N_y}\)

It’s a scalar function of two variables

7 Which is the physical interpretation of \(\text{div} \vb{F}\)?

7.1 Front

Which is the physical interpretation of $\text{div} \vb{F}$?

Let \(\vb{F}\) a flow field continuously differentiable

7.2 Back

If \(\vb{F}\) is continuously differentiable, then \(\text{div} \vb{F}\) is a continuous function. Looking at a small rectangle, the flux of \(\vb{F}\) across the sides of this rectangle is constant

For \({\displaystyle \iint_R \text{div} \vb{F} \dd{A}}\) is the flux across sides of rectangle

Calculating the flux over each side

  • Flux across top: \(\approx (\vb{F}(x, y + \Delta y) \cdot \vu{j}) \Delta x = N(x,y+\Delta y) \Delta x\)
  • Flux across bottom: \(\approx (\vb{F}(x, y) \cdot - \vu{j}) \Delta x = - N(x,y) \Delta x\)
  • Adding up (top and bottom):
    • \({\displaystyle \approx (N(x,y + \Delta y) - N(x,y)) \Delta x \approx \biggl(\pdv{N}{y} \Delta y \biggr) \Delta x}\)
  • Similarly for left and right
    • \({\displaystyle \approx (M(x + \Delta x,y) - M(x,y)) \Delta y \approx \biggl(\pdv{N}{x} \Delta x \biggr) \Delta y}\)
  • Adding up all sides
    • \({\displaystyle \approx \biggl(\pdv{M}{x} + \pdv{N}{y} \biggr) \Delta x \Delta y}\)

If the total flux over the sides of the small rectangle is positive, this means that there is a net flow out of the rectangle. For example, if there is a source adding fluid directly to the rectangle, as pouring water in the rectangle (According to conservation of matter).

If the total flux is negative, there is a net flow into the rectangle. So this implies there is a sink withdrawing fluid from the rectangle. (Negative source)

The source rate for the rectangle is the flux over sides of rectangle, so we can say that

  • \({\displaystyle \text{source rate for the rectangle} = \biggl(\pdv{M}{x} + \pdv{N}{y} \biggr) \Delta A}\)
  • \({\displaystyle \text{source rate at }(x,y) = \biggl(\pdv{M}{x} + \pdv{N}{y} \biggr) = \text{div} \vb{F}}\)
  • \({\displaystyle \text{source rate for }R = \iint_R \text{div} \vb{F} \dd{A}}\)

8 How can interpret physically Green’s Theorem in the normal form?

8.1 Front

How can interpret physically Green’s Theorem in the normal form?

8.2 Back

\begin{align*} \qq{total flux across} C &= \qq{source rate for} R \\\ \oint_C M \dd{y} - N \dd{x} &= \iint_R \biggl(\pdv{M}{x} + \pdv{N}{y} \biggr) \dd{A} \end{align*}

9 What is the work by \(\vb{F}\) around CC

9.1 Front

What is the work by $\vb{F}$ around $C$

Let \(\vb{F}\) a two dimensional vector field and CC any curve

9.2 Back

\({\displaystyle \oint_C \vb{F} \dd{\vb{r}} = \oint_C M \dd{x} + N \dd{y}}\)

10 What is the source rate for RR

10.1 Front

What is the source rate for $R$

Let RR be a region closed by a curve CC, and \(\vb{F}\) a two dimensional vector field

10.2 Back

Source rate for RR is \({\displaystyle \iint_R \text{div} \vb{F} \dd{A}}\)

Using the Green’s Theorem in the vector form, the flux of \(\vb{F}\) across CC is the source rate for RR

\({\displaystyle \oint_C \vb{F} \vu{n} \dd{s} = \int_R \text{div} \vb{F} \dd{A}}\)

11 Compute the flux of \(\vb{F}\) across CC using geometric methods

11.1 Front

Compute the flux of $\vb{F}$ across $C$ using geometric methods

Let \(\vb{F} = g( r) \ev{x,y}\), where g(r)g( r) is a function of the radial distance rr. CC is the circle of radius aa centered at the origin and traversed in a clockwise direction

11.2 Back

\(\vb{F}\) is a radial field, and \(\vu{n}\) is parallel in the opposite direction, so we have \(\vb{F} \vu{n} = -g(a) \cdot a\) at the circle.

Flux = \(\int_0^{2 \pi} -g(a)a \dd{s} = -g(a) 2 \pi a^2\)

12 Is this vector field conservative

12.1 Front

Is this vector field conservative

Let \(\vb{F} = r^n \ev{x,y}\) for any nn integer

12.2 Back

This is radial vector field, as rn=(x2+y2)n/2r^n = (x^2 + y^2)^{n/2} is not defined at the origin when n<0n<0

\(\vb{F} = \ev{M,N}\), of all values of (x,y)(x,y) except the origin and n=0n=0, you can apply Green’s Theorem directly.

As My=Nx=nrn2xy{\displaystyle M_y = N_x = n r^{n-2}xy}, so \(\text{curl} \vb{F} = 0\)

Using extended Green’s Theorem,

  • \({\displaystyle \oint_{C_1} \vb{F} \dd{\vb{r}} = 0}\)
  • \({\displaystyle \oint_{C_3} \vb{F} \dd{\vb{r}} = 0}\) (it’s a circle)

Any region between C3C_3 and C2C_2, the \(\iint_R \text{curl} \vb{F} = 0\), so this vector field is conservative

13 Where can we say the \(\vb{F}\) is conservative?

13.1 Front

Where can we say the F is conservative?

Let \({\displaystyle \vb{F} = \frac{-y \vu{i} + x \vu{j}}{x^2 + y^2}}\)

What happens at point 0,00,0?

13.2 Back

\(\vb{F}\) is not defined at origin, but \(\text{curl} \vb{F} = 0\) everywhere else

Domain is the plane less origin: not simply connected

At CC’ can’t use Green’s Theorem directly, so we need to use an expansion of this theorem.

Where in the region inside C2C_2 and C3C_3, \({\displaystyle \iint_R \text{curl} \vb{F} \dd{A} = 0 = \oint_{C_2} \vb{F} \cdot \dd{\vb{r}} - \oint_{C_3} \vb{F} \cdot \dd{\vb{r}}}\)

This implies that \({\displaystyle \oint_{C_2} \vb{F} \cdot \dd{\vb{r}} = \oint_{C_3} \vb{F} \cdot \dd{\vb{r}}}\).

As C3C_3 is a circle, we can compute this line integral geometrically.

\({\displaystyle \vb{F} \cdot \vu{T} = 1/a \implies \oint_{C_3} \vb{F} \cdot \dd{\vb{r}} = \int_{C_3} \frac{1}{a} \dd{s} = \frac{2 \pi a}{a} = 2 \pi}\)