The document defines and provides theory on triple integrals. It discusses that triple integrals are used to calculate volumes or integrate over a fourth dimension based on three other dimensions. Examples are provided on setting up and evaluating triple integrals in rectangular, cylindrical, and polar coordinates. Specific steps are outlined for solving triple integrals over different shapes and order of integration.
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Presentation on Fourier Series
contents are:-
Euler’s Formula
Functions having point of discontinuity
Change of interval
Even and Odd functions
Half Range series
Harmonic analysis
In this slide fourier series of Engineering Mathematics has been described. one Example is also added for you. Hope this will help you understand fourier series.
These slides contain information about Euler method,Improved Euler and Runge-kutta's method.How these methods are helpful and applied to our questions are detailed discussed in the slides.
Gauss Forward And Backward Central Difference Interpolation Formula Deep Dalsania
This PPT contains the topic called Gauss Forward And Backward Central Difference Interpolation Formula of subject called Numerical and Statistical Methods for Computer Engineering.
Presentation on Fourier Series
contents are:-
Euler’s Formula
Functions having point of discontinuity
Change of interval
Even and Odd functions
Half Range series
Harmonic analysis
This presentation gives the basic idea about the methods of solving ODEs
The methods like variation of parameters, undetermined coefficient method, 1/f(D) method, Particular integral and complimentary functions of an ODE
Power series convergence ,taylor & laurent's theoremPARIKH HARSHIL
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An orthogonal system is one in which the coordinates arc mutually perpendicular
Examples of orthogonal coordinate systems include the Cartesian (or rectangular), the circular cylindrical, the spherical, the elliptic cylindrical, the parabolic cylindrical, the conical, the prolate spheroidal, the oblate spheroidal, and the ellipsoidal.1
A considerable amount of work and time may be saved by choosing a coordinate system that best fits a given problem
A hard problem in one coordi nate system may turn out to be easy in another system.
In this text, we shall restrict ourselves to the three best-known coordinate systems: the Cartesian, the circular cylindrical, and the spherical.
This presentation gives the basic idea about the methods of solving ODEs
The methods like variation of parameters, undetermined coefficient method, 1/f(D) method, Particular integral and complimentary functions of an ODE
Power series convergence ,taylor & laurent's theoremPARIKH HARSHIL
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An orthogonal system is one in which the coordinates arc mutually perpendicular
Examples of orthogonal coordinate systems include the Cartesian (or rectangular), the circular cylindrical, the spherical, the elliptic cylindrical, the parabolic cylindrical, the conical, the prolate spheroidal, the oblate spheroidal, and the ellipsoidal.1
A considerable amount of work and time may be saved by choosing a coordinate system that best fits a given problem
A hard problem in one coordi nate system may turn out to be easy in another system.
In this text, we shall restrict ourselves to the three best-known coordinate systems: the Cartesian, the circular cylindrical, and the spherical.
This lecture notes were written as part of the course "Pattern Recognition and Machine Learning" taught by Prof. Dinesh Garg at IIT Gandhinagar. This lecture notes deals with Linear Regression.
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MA 243 Calculus III Fall 2015 Dr. E. JacobsAssignmentsTh.docxinfantsuk
MA 243 Calculus III Fall 2015 Dr. E. Jacobs
Assignments
These assignments are keyed to Edition 7E of James Stewart’s “Calculus” (Early Transcendentals)
Assignment 1. Spheres and Other Surfaces
Read 12.1 - 12.2 and 12.6
You should be able to do the following problems:
Section 12.1/Problems 11 - 18, 20 - 22 Section 12.6/Problems 1 - 48
Hand in the following problems:
1. The following equation describes a sphere. Find the radius and the coordinates of the center.
x2 + y2 + z2 = 2(x + y + z) + 1
2. A particular sphere with center (−3, 2, 2) is tangent to both the xy-plane and the xz-plane.
It intersects the xy-plane at the point (−3, 2, 0). Find the equation of this sphere.
3. Suppose (0, 0, 0) and (0, 0, −4) are the endpoints of the diameter of a sphere. Find the
equation of this sphere.
4. Find the equation of the sphere centered around (0, 0, 4) if the sphere passes through the
origin.
5. Describe the graph of the given equation in geometric terms, using plain, clear language:
z =
√
1 − x2 − y2
Sketch each of the following surfaces
6. z = 2 − 2
√
x2 + y2
7. z = 1 − y2
8. z = 4 − x − y
9. z = 4 − x2 − y2
10. x2 + z2 = 16
Assignment 2. Dot and Cross Products
Read 12.3 and 12.4
You should be able to do the following problems:
Section 12.3/Problems 1 - 28 Section 12.4/Problems 1 - 32
Hand in the following problems:
1. Let u⃗ =
⟨
0, 1
2
,
√
3
2
⟩
and v⃗ =
⟨√
2,
√
3
2
, 1
2
⟩
a) Find the dot product b) Find the cross product
2. Let u⃗ = j⃗ + k⃗ and v⃗ = i⃗ +
√
2 j⃗.
a) Calculate the length of the projection of v⃗ in the u⃗ direction.
b) Calculate the cosine of the angle between u⃗ and v⃗
3. Consider the parallelogram with the following vertices:
(0, 0, 0) (0, 1, 1) (1, 0, 2) (1, 1, 3)
a) Find a vector perpendicular to this parallelogram.
b) Use vector methods to find the area of this parallelogram.
4. Use the dot product to find the cosine of the angle between the diagonal of a cube and one of
its edges.
5. Let L be the line that passes through the points (0, −
√
3 , −1) and (0,
√
3 , 1). Let θ be the
angle between L and the vector u⃗ = 1√
2
⟨0, 1, 1⟩. Calculate θ (to the nearest degree).
Assignment 3. Lines and Planes
Read 12.5
You should be able to do the following problems:
Section 12.5/Problems 1 - 58
Hand in the following problems:
1a. Find the equation of the line that passes through (0, 0, 1) and (1, 0, 2).
b. Find the equation of the plane that passes through (1, 0, 0) and is perpendicular to the line in
part (a).
2. The following equation describes a straight line:
r⃗(t) = ⟨1, 1, 0⟩ + t⟨0, 2, 1⟩
a. Find the angle between the given line and the vector u⃗ = ⟨1, −1, 2⟩.
b. Find the equation of the plane that passes through the point (0, 0, 4) and is perpendicular to
the given line.
3. The following two lines intersect at the point (1, 4, 4)
r⃗ = ⟨1, 4, 4⟩ + t⟨0, 1, 0⟩ r⃗ = ⟨1, 4, 4⟩ + t⟨3, 5, 4⟩
a. Find the angle between the two lines.
b. Find the equation of the plane that contains every point o ...
Saudi Arabia stands as a titan in the global energy landscape, renowned for its abundant oil and gas resources. It's the largest exporter of petroleum and holds some of the world's most significant reserves. Let's delve into the top 10 oil and gas projects shaping Saudi Arabia's energy future in 2024.
Cosmetic shop management system project report.pdfKamal Acharya
Buying new cosmetic products is difficult. It can even be scary for those who have sensitive skin and are prone to skin trouble. The information needed to alleviate this problem is on the back of each product, but it's thought to interpret those ingredient lists unless you have a background in chemistry.
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Data file handling has been effectively used in the program.
The automated cosmetic shop management system should deal with the automation of general workflow and administration process of the shop. The main processes of the system focus on customer's request where the system is able to search the most appropriate products and deliver it to the customers. It should help the employees to quickly identify the list of cosmetic product that have reached the minimum quantity and also keep a track of expired date for each cosmetic product. It should help the employees to find the rack number in which the product is placed.It is also Faster and more efficient way.
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptxR&R Consult
CFD analysis is incredibly effective at solving mysteries and improving the performance of complex systems!
Here's a great example: At a large natural gas-fired power plant, where they use waste heat to generate steam and energy, they were puzzled that their boiler wasn't producing as much steam as expected.
R&R and Tetra Engineering Group Inc. were asked to solve the issue with reduced steam production.
An inspection had shown that a significant amount of hot flue gas was bypassing the boiler tubes, where the heat was supposed to be transferred.
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It is always satisfying when we can help solve complex challenges like this. Do your systems also need a check-up or optimization? Give us a call!
Work done in cooperation with James Malloy and David Moelling from Tetra Engineering.
More examples of our work https://www.r-r-consult.dk/en/cases-en/
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdffxintegritypublishin
Advancements in technology unveil a myriad of electrical and electronic breakthroughs geared towards efficiently harnessing limited resources to meet human energy demands. The optimization of hybrid solar PV panels and pumped hydro energy supply systems plays a pivotal role in utilizing natural resources effectively. This initiative not only benefits humanity but also fosters environmental sustainability. The study investigated the design optimization of these hybrid systems, focusing on understanding solar radiation patterns, identifying geographical influences on solar radiation, formulating a mathematical model for system optimization, and determining the optimal configuration of PV panels and pumped hydro storage. Through a comparative analysis approach and eight weeks of data collection, the study addressed key research questions related to solar radiation patterns and optimal system design. The findings highlighted regions with heightened solar radiation levels, showcasing substantial potential for power generation and emphasizing the system's efficiency. Optimizing system design significantly boosted power generation, promoted renewable energy utilization, and enhanced energy storage capacity. The study underscored the benefits of optimizing hybrid solar PV panels and pumped hydro energy supply systems for sustainable energy usage. Optimizing the design of solar PV panels and pumped hydro energy supply systems as examined across diverse climatic conditions in a developing country, not only enhances power generation but also improves the integration of renewable energy sources and boosts energy storage capacities, particularly beneficial for less economically prosperous regions. Additionally, the study provides valuable insights for advancing energy research in economically viable areas. Recommendations included conducting site-specific assessments, utilizing advanced modeling tools, implementing regular maintenance protocols, and enhancing communication among system components.
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block diagram and signal flow graph representation
Triple Integral
1.
2. Triple Integral
Definition of the Triple Integral
Theorem for Evaluating Triple Integrals
Theory
Meaning
Rules For Solving
Polar ( cylindrical ) Coordinates
Examples
References
3. Let f(x,y,z) be a continuous function of three variables defined over a solid Q. Then
the triple integral over Q is defined as
∭ 𝑓( 𝑥, 𝑦, 𝑧) = 𝑙𝑖𝑚 ∑ 𝑓( 𝑥, 𝑦, 𝑧)∆𝑥∆𝑦∆𝑧
𝑄
where the sum is taken over the rectangular solids included in the solid Q and lim is
taken to mean the limit as the side lengths of the rectangular solid.
DefinitionoftheTripleIntegral
Let f(x,y,z) be a continuous function over a solid Q defined by
a < x < b h1(x) < y < h2(x) g1(x,y) < z < g2(x,y)
Then the triple integral is equal to the triple iterated integral.
TheoremforEvaluatingTripleIntegrals
∭ f(x, y, z) = ∫ ∫ ∫ f(x, y,z, )dz dy dx
g2(x,y)
g1(x,y)
h2(x)
h1(x)
b
a𝑄
4. As the name implies, triple integrals are 3 successive integrations, used
to calculate a volume, or to integrate in a 4th dimension, over 3 other
independent dimensions. Examples:
Theory
∭ 𝑓 ( 𝑥, 𝑦, 𝑧) 𝑑𝑉
𝑉
0
∫ ∫ 1
3X−2
0
5
1
∫ (2X + eyz)dz dy dx
COS(X+Y)
SIN(X+Y)
∫ 1
2𝜋
0
∫ 1
2
0
∫ 𝑟 𝑑𝑧 𝑑𝑟 𝑑𝜃
3
−3
To understand triple integrals, it is extremely important to have an
understanding of double integrals, coordinate geometry in 3 dimensions,
and polar (cylindrical) coordinates. Sums of triple integrals are based on
these topics and cannot be solved without this prior knowledge.
Just as a single integral over a curve represents an area (2D), and a double
integral over a curve represents a volume (3D), a triple integral represents a
summation in a hypothetical 4th dimension. To understand this, imagine a
slightly different scenario, where the first 3 dimensions are space, space, and
time, and that the fourth dimension is the third space dimension: suppose
you have an integral of z where z is a function of x, y, and t, and x and y are
also functions of t. Integrating z with respect to x and y gives us the volume
as a function of t. If we plug in a value for t, this gives us the numerical
volume at a particular instance of time.
Meaning
5. However, as the volume is a function of t, it changes with respect to time.
Thus, if we integrate this result with respect to t, we are adding up all the
different volumes over a period of time. For example, imagine a balloon that
is being inflated. At any particular instant of time, we can use a double
integral to calculate its volume. However, if we wanted to sum up all the
volumes over the entire inflation process, we must use a triple integral as
described above.
Meaning(Contd.)
Triple Integrals can also be used to represent a volume, in the same way that
a double integral can be used to represent an area. In the triple integral
∫ ∫ ∫ 𝑓 ( 𝑥, 𝑦, 𝑧 ) 𝑑𝑧 𝑑𝑦 𝑑𝑥
𝑧
0
𝑏
𝑎
𝑑
𝑐
If 𝑓( 𝑥, 𝑦, 𝑧, ) = 1 then this triple integral is the same as
∫ ∫ 𝑧 ( 𝑥, 𝑦 ) 𝑑𝑦 𝑑𝑥
𝑏
𝑎
𝑑
𝑐
Which is simply the volume under the surface represented by 𝑧 ( 𝑥, 𝑦 ) .
6. RulesForSolving
In general, if you are evaluating a triple integral of f( x,y,z ) over a volume V, by
properly choosing the limits, you can integrate with respect to the 3 variables
in any order. For example, if V represents a rectangular box, then for x, y, and
z, the limits of integration will all be constants and the order does not matter
at all.
∫ ∫ ∫ 𝑓 𝑑𝑧 𝑑𝑦 𝑑𝑥 = ∫ ∫ ∫ 𝑓 𝑑𝑥 𝑑𝑧 𝑑𝑦 = ⋯
𝑓
𝑒
𝑏
𝑎
𝑑
𝑐
𝑏
𝑎
𝑑
𝑐
𝑓
𝑒
and so on, for 6 different possible orders of integration.
Now consider the case where you want to find the triple integral
∭ 𝑓 ( 𝑥, 𝑦, 𝑧 ) 𝑑𝑉
𝑉
0
where V is the volume under the plane
𝑧+2𝑥+3𝑦=6, in the first quadrant.
Since V is in the first quadrant, it is bounded by the 3 planes 𝑥=0,𝑦=0,𝑧=0 in
addition to the plane whose equation is given above.
Clearly, the shape of V is a tetrahedron with the vertices (3,0,0), (0,2,0), (0,0,6),
and (0,0,0).
7. One way to set up the integral is to first consider the z direction. In this direction
we enter through 𝑧=0 and leave through 𝑧=6−2𝑥−3𝑦. If we do this first, then
we can consider the x or y direction next. If y, we enter through 𝑦=0, and leave
through 𝑦 = −
2
3
𝑥 + 2. Thus, x must be given the limits 0 to 3, and our triple
integral is:
∫ ∫ ∫ 𝑓 ( 𝑥, 𝑦, 𝑧) 𝑑𝑧 𝑑𝑦 𝑑𝑥
6−2𝑥−3𝑦
0
−
2
3
𝑥+2
0
3
0
Consider the same volume, but now first we will go through in the x direction. In
this direction we enter through x=0 and leave through 𝑥=
1
2
(6−𝑧−3𝑦). If we do
this first, then we can consider the z or y direction next. If y, we enter through
𝑦=0, and leave through 𝑦=−
1
3
𝑧+2, and z must be from 0 to 6. Thus the integral
would be
∫ ∫ ∫ 𝑓 ( 𝑥, 𝑦, 𝑧 ) 𝑑𝑥 𝑑𝑦 𝑑𝑧
1
2
(6−𝑧−3𝑦)
0
−
1
3
𝑧+2
0
6
0
Both these integrals are correct and either one can be used to solve the sum and
obtain the same value. It is important to see that choosing the order of
integration depends on how the limits are chosen. However, this is entirely
independent of the function 𝑓(𝑥,𝑦,𝑧). In the first case, z must be integrated first,
since the limits were chosen such that z is dependent on (x,y). After this, since y
is chosen to be dependent on x, y is integrated next. Lastly, x as the most
independent variable is integrated. It is important to note that the third
(outermost) integral MUST always have limits of integration that are constants,
and the result should be a number. If any variables are surviving after the
integral is evaluated, most probably you have made a mistake somewhere.
8. Polar(cylindrical)Coordinates
Triple integrals can also be used with polar coordinates in the exact same
way to calculate a volume, or to integrate over a volume. For example:
∫ ∫ ∫ 𝑟 𝑑𝑧 𝑑𝑟 𝑑𝜃
3
−3
2
0
2𝜋
0
is the triple integral used to calculate the volume of a cylinder of height 6 and
radius 2. With polar coordinates, usually the easiest order of integration is 𝑧, then
𝑟 then 𝜃 as shown above, though it is not necessary to do it in this order.
NOTE: It is very important to remember that in polar and cylindrical
coordinates, there is an extra 𝒓 in the integral, just like in double integrals. It is
very easy to forget this 𝒓 which will lead to a wrong answer.
9. 1. Integrate the function 𝑓(𝑥,𝑦,𝑧)=𝑥𝑦 over the volume enclose by the planes
𝑧=𝑥+𝑦 and 𝑧=0, and between the surfaces 𝑦=𝑥2 and 𝑥=𝑦2.
SOLUTION:
Since z is expressed as a function of (x,y), we should integrate in the z direction first.
After this we consider the xy-plane. The two curves meet at (0,0) and (1,1). We can
integrate in x or y first. If we choose y, we can see that the region begins at 𝑦=𝑥2
and ends at 𝑦=√𝑥, and so x is between 0 and 1. Thus the integral is:
∫ ∫ ∫ f(x, y, z)dz dy dx
x+y
0
√x2
x2
1
0
∫ ∫ 𝑥𝑦 (
𝑧 = 𝑥 + 𝑦
𝑧 = 0
[ 𝑧]) 𝑑𝑦𝑑𝑥
√ 𝑥
𝑥2
1
0
∫ ∫ xy(x + y)dy dx
√x
x2
1
0
∫ ∫ ( 𝑥2
𝑦 + 𝑦2
𝑥) 𝑑𝑦 𝑑𝑥
√ 𝑥
𝑥2
1
0
∫
𝑦 = √ 𝑥
𝑦 = 𝑥2
(
𝑥2
𝑦2
2
+
𝑦3
𝑥
3
) 𝑑𝑥
1
0
1
2
∫ ( 𝑥2
√ 𝑥
2
− 𝑥2( 𝑥2) 2) 𝑑𝑥 +
1
3
∫ (√ 𝑥
3
𝑥 − ( 𝑥2)3
𝑥)𝑑𝑥
1
0
1
0
1
2
∫ ( 𝑥3
− 𝑥6) 𝑑𝑥 +
1
3
∫ ( 𝑥
5
2 − 𝑥7) 𝑑𝑥
1
0
1
0
1
2
(
1
4
−
1
7
) +
1
3
(
2
7
−
1
8
) =
3
28
Examples
10. 2. In the following integral, exchange the order of integrationof y and z:
∫ ∫ ∫ f(x, y,z)dz dy dx
1−y
0
1
√x
1
0
SOLUTION:
With a problem like this, it helps to draw the figure enclose by the surfaces. From
the integrals, it can be seen that z enters the volume at 𝑧=0 and leaves through
the plane 𝑧=1−𝑦. In the 𝑥𝑦 plane, 𝑦 enters through 𝑦=√ 𝑥 and leaves through
𝑦=1. These 2 conditions alone are enough to draw the figure and see that
0≤𝑥≤1.
The shape is like a tetrahedron with the vertices A(0,0,0), B(0,0,1), C(1,1,0), and
D(0,1,0), but with a curved surface between vertices A, B, C.
Rewriting the equation of the plane as 𝑦=1−𝑧, and looking at this figure,
clearly, √ 𝑥≤𝑦≤1−𝑧. Consider the projection of this surface in the 𝑧𝑥 plane. It is
a 3-sided figure bounded by 𝑥=0,𝑧=0,and 𝑧=1−√ 𝑥.
Again, it can be seen that these conditions are sufficient to obtain the limits of x
as 0≤𝑥≤1.
Thus, the integral is:
∫ ∫ ∫ f(x, y,z)dy dz dx
1−z
√x
1−√x
0
1
0
11. 3. Evaluate ∭ 𝐸 xdV where E is enclosed by 𝑧=0,𝑧=𝑥+𝑦+5,𝑥2+𝑦2=4 and
𝑥2+𝑦2=9.
SOLUTION:
We will use cylindrical coordinates to easily solve this sum. Converting the
given outer limits of E we get: 𝑧=0,𝑧=𝑟cosθ+𝑟sinθ+5,𝑟=2 and 𝑟=3. Since
there is no limitation on the values of θ, we assume it has the values of 0 to
2π. This is also in accordance with the diagram which is obtained by drawing
these surfaces. Also, we substitute 𝑥=𝑟cosθ in the argument of the integral.
Thus the integral is:
∫ ∫ ∫ (𝑟 cos 𝜃)𝑟 𝑑𝑧 𝑑𝑟 𝑑𝜃
𝑟𝑐𝑜𝑠 𝜃+𝑟 sin 𝜃+5
0
3
2
2𝜋
0
= ∫ ∫ (𝑟2
cos 𝜃) (𝑟 cos 𝜃 + 𝑟 sin 𝜃 + 5) 𝑑𝑟 𝑑𝜃
3
2
2𝜋
0
∫
𝑟 = 3
𝑟 = 2
[
𝑟4
4
𝑐𝑜𝑠2
𝜃 +
𝑟4
4
cos 𝜃 sin 𝜃 +
5
3
𝑟3
cos 𝜃]
2𝜋
0
𝑑𝜃
∫ [
65
8
(1 + cos 2𝜃) +
65
8
𝑠𝑖𝑛 (2𝜃) +
95
3
cos 𝜃]
2𝜋
0
𝑑𝜃
=
65
8
(2𝜋 + 0 −
1
2
+ 0 − 0 +
1
2
) +
95
3
(0)
=
65𝜋
4
12. References
Calculus – Sixth Edition James Stewart
Rohit Agarwal – Math Scholar at Academic Resource Center
Illinois Institute of Technology
WIKIPEDIA