EIE Question Bank: Numerical Methods
EIE Question Bank: Numerical Methods
NASARATHPET, POONAMALLEE,
IV SEMESTER EIE
QUESTION BANK
i
PANIMALAR ENGINEERING COLLEGE
Department of Electronics & Instrumentation Engineering
ii
College Vision
To transform the budding engineers into academically excellent, highly intellectual and self
disciplined engineering graduates to mould them as good citizens with the spirit of integrity and
morality that would cater to the needs of our nation.
College Mission
To impart quality education with high standards of excellence in engineering and technology,
to provide an excellent infrastructure in a serene and conducive atmosphere that would motivate the
students in their pursuit of knowledge in the field of engineering and technology.
Department Vision
To produce technically competent Electronics and Instrumentation Engineers with ethical and
moral values, who can tackle the challenges facing the society and industry at national level and
global level.
Department Mission
M1: To provide fundamental knowledge and quality technical education through effective teaching-
learning process.
M2: To prepare graduates to meet the needs of industry through creative projects, soft skills and
industry interaction.
M3: To create passion for learning to pursue higher studies and research towards serving society with
moral and ethical standard.
PEO 3: To train students in carrying out project works to synthesize the platforms and fields
of engineering.
PEO 4: To produce ethical engineers with adequate soft skill to exhibit professionalism in
multi-disciplinary field.
PEO 5: To create interest for lifelong learning to excel in higher studies and research.
iii
Program Outcomes (POs)
PO 1: Engineering knowledge: Apply the knowledge of mathematics, science, engineering
fundamentals, and an engineering specialization to the solution of complex engineering
problems.
PO 5: Modern tool usage: Create, select, and apply appropriate techniques, resources, and
modern engineering and IT tools including prediction and modeling to complex engineering
activities with an understanding of the limitations.
PO 6: The engineer and society: Apply reasoning informed by the contextual knowledge to
assess societal, health, safety, legal and cultural issues and the consequent responsibilities
relevant to the professional engineering practice.
PO 8: Ethics: Apply ethical principles and commit to professional ethics and responsibilities
and norms of the engineering practice.
iv
PO 11: Project management and finance: Demonstrate knowledge and understanding of
the engineering and management principles and apply these to one’s own work, as a member
and leader in a team, to manage projects and in multidisciplinary environments.
PO 12:Life-long learning: Recognize the need for, and have the preparation and ability to
engage in independent and life-long learning in the broadest context of technological change.
PSO 2: Apply appropriate techniques and tools to identify, formulate, design and analyze
engineering problems in the field of electronics, instrumentation and process control.
PSO 3: Understand ethical issues, environmental impact and acquire managerial skills to
communicate effectively in industry and society.
v
CONTENT
SUBJECT
S.NO. SUBJECT NAME PAGE NO.
CODE
vi
NUMERICAL METHODS
MA8491-NUMERICAL METHODS
COURSE OUTCOMES
Course
Statement
Outcome
CO - PO MAPPING
CO1 3 3 - - - - - - - - - 1 - - -
CO2 3 3 - - - - - - - - - 1 - - -
CO3 3 3 - - - - - - - - - 1 - - -
CO4 3 3 - - - - - - - - - 1 - - -
CO5 3 3 1 - - - - - - - - 1 - - -
CO6 3 3 1 - - - - - - - - 1 - - -
AVG 3 3 1 - - - - - - - - 1 - - -
UNIT-I
Solution of equations and eigen values
PART-A
1. State the order of convergence and the criterion for the convergence in Newton’s
method. [M/J12,N/D14,N/D15, M/J16,A/M17,N/D17,A/M18]
xn
x n 12
2
2 xn
2 xn xn 12 xn 12
2 2 2
2 xn 2 xn
3. Evaluate 15 using Newton-Raphson’s formula. [M/J14]
Let x 15
Hence x 2 15 0
Let f x x 2 15 and f x 2 x
Now f 3 32 15 6 = -ve
f 4 4 2 15 1 = + ve
Therefore, the root lies between 3 and 4
By Newton Raphson method, we have
f xn
x n 1 x n Let x0 3.5
f x n
f x0 f 3.5
x 1 x0 3.5 3.89
f x0 f 3.5
f x1 f 3.89
x 2 x1 3.89 3.87
f x1 f 3.89
f x 2 f 3.87
x 3 x2 3.87 3.87
f x2 f 3.87
Therefore, the value of 15 is 3.87 .
4. Using Newton’s method, find the root between 0 and 1 of x3 = 6x – 4 [N/D11]
Given x 3 6 x 4
x3 6 x 4 0
Let f x x 3 6 x 4
Hence f x 3 x 2 6
Let x0 0
f xn
By Newton’s formula, x n 1 x n
f x n
f x0 4 2
x1 x0 0 0.67
f x0 6 3
f x1 0.2807
x2 x1 0.67 0.7303
f x1 4.6533
f x2 0.0076
x3 x 2 0.7303 0.732
f x2 4.3999
Hence the root is 0.73
5. Write the iterative formula for finding N where N is a real number, by Newton’s
method. [N/D 06,A/M 08,A/M15,N/D16,N/D16]
Let x N
Hence x 2 N 0
Let f x x 2 N
Hence f x 2 x
By Newton method, x n 1 xn
f xn
xn
xn N
2
1 N
xn
f x n 2 xn 2 xn
6. Derive Newton’s algorithm for finding the p th root of a number N , where N 0 .
Let x p N 0 [N/D15]
Let f x x p N
Hence f x p x p 1
By Newton method, x n 1 x n
f xn
x p N
x n n p 1
p xn p xn p N
f x n p xn p x n p 1
p 1 xn p N
.
p x n p 1
Hence x 3 N 0
Let f x x 3 N
Hence f x 3 x 2
f xn
By Newton’s formula, x n 1 x n
f x n
xn 1 xn
x n
3
N
3xn xn N
3 3
2 xn N
3
.
2 2 2
3 xn 3xn 3 xn
8. Find an iterative formula to find the reciprocal of a given number N. [M/J13]
1
Let x
N
1 1
Hence N , N 0
x x
1 1
Let f ( x ) N and f ( x )
x x2
1
f xn N
xn 1 xn hence xn 1 xn
, xn 1 2 xn N xn2 x
f xn 1
x2
9. Write down the order of convergence and the condition for convergence of fixed
point iteration method. [N/D12,A/M17]
What do you mean by the order of convergence of an iterative method for finding
the root of the equation f x 0 . [N/D13]
Order of convergence = 1
Given f x 0
Write f x as x x provided x 1 for all x in I .
10. Write sufficient condition for convergence of an iterative method for f x 0 ;
written as x g x . [A/M10,M/J16,N/D16]
g x 1 , x I
11. Find the positive root of x2 + 5x – 3 = 0 using fixed point iteration starting with 0.6 as
first approximation. [N/D08]
Given : x 5 x 3
2
x x 5 3
3
x
x5
x 1 x0 0.6
3
0.5357
0.6 5
x2 x1 0.5357
3
0.5419
0.5357 5
x3 x2 0.5419
3
0.5413
0.5419 5
x4 x3 0.5413
3
0.5413
0.5413 5
Hence the root is 0.5413 .
13. What are the advantages of iterative methods over direct methods for solving a
system of linear equations? [N/D12]
Direct method Iterative method
i) We get exact solution i) Approximate solution
ii) Simple, take less time ii) Time consuming laborious.
A , B
5 4 15
3 7 12
5 4 15
R2 5 R2 3 R1
0 23 12
15
By back substitution, we have 5 x 4 y 15 and 23 y 15 implies y
23
15 60 285 57
5 x 4 15 implies 5 x 15 implies x
23 23 23 23
57 15
Hence x and y .
23 23
18. Solve the equations x 2 y 1 and 3 x 2 y 7 by Gauss Elimination method.
The augmented matrix is [N/D13]
A , B
1 2 1
3 2 7
1 2 1
R2 R2 3R1
0 8 4
1
By back substitution, we have x 2 y 1 and 8 y 4 implies y
2
1
x 2 1 implies x 1 1 implies x 2
2
1
Hence x 2 and y .
2
19. State the rate of convergence of Gauss Jacobi and Gauss Seidel method.[N/D17]
The rate of convergence in Gauss-seidel method is roughly two times that of Gauss-
Jacobi method.
20. Why Gauss-seidel method is better than Gauss-Jacobi method? [A/M18]
Since the current value of the unknowns at each stage of iteration are used in proceeding
to the next stage of iteration, the convergence in Gauss-seidel method will be more rapid
than in Gauss-Jacobi method.
21. Write down the condition for the convergence of Gauss-Seidel iteration scheme.
[M/J 07,A/M 08]
The absolute value of the leading diagonal element is greater than the sum of the
absolute values of the other elements in that row, which is called diagonally
dominant.
22. Which of the iterative methods for solving linear system of equations converge
faster? Why? [A/M15,N/D16]
In Gauss Seidel method the latest values of unknowns at each stage of iteration are
used in proceedings to the next stage of iteration. Hence the convergence in Gauss Seidel
method is faster than Gauss Jacobi method.
23. Write the procedure involved in Gauss Jordan method. [A/M15,N/D15]
In Gauss Jordan, the co-efficient matrix is reduced to a diagonal matrix with row
operations and we get the solution without using the back substitution method.
24. Compare Gaussian elimination and Gauss-Jordan methods in solving the linear
system[ A ] { X } = { B }. [N/D07]
Gauss Elimination Gauss Seidel
i.Direct method i.Indirect method
ii.Used to find inverse of ii. Used to solve system of
the matrix also. equations only
iii.Diagonally dominant condition iii. Diagonally dominant condition
is not insisted. is insisted.
1 3
25. Find the inverse of A by Gauss-Jordan method. [N/D08,N/D14,M/J16]
2 7
A , I
1 3 1 0
2 7 0 1
1 3 1 0
R2 R1 2 R2
0 1 2 1
1 0 7 3
1 2 1
R1 R1 3 R2
I , A 1
0
7 3
Hence A 1 .
2 1
26. What is the use of Power method ? [M/J13]
Power method is used to find the dominant eigen value.
27. Write down the procedure to find the numerically smallest Eigen value of a matrix
by power method. [A/M10]
Procedure:
Find A 1
Find the largest eigen value of A 1 and eigen vector v of A 1 using
power method.
1
Smallest eigen value of A and the corresponding eigen vector = v .
28. Define Eigen value and Eigen vector. [N/D07]
Let A be a square matrix of order n . We can find a column matrix X and a constant
such that A X X .
On expansion of A I 0 , we get n th degree equation in called the
characteristic equation. Its roots i i 1, 2 , ...... , n are called eigen values and the
corresponding to each eigen value, A I X 0 will have a non-zero solution
X x1 x2 ........ xn which is known as the eigen vector.
T
29. To what kind of a matrix, can the Jacobi’s method be applied to obtain the
Eigen values of a matrix? [N/D 10]
Symmetric matrix.
PART-B
1. Solve for a positive root of the equation x 4 x 10 0 using Newton-Raphson method.
[A/M10]
2. Find the approximate root of x e 3 by Newton’s method correct to 3 decimal places.
x
[A/M11 , M/J16]
3. Find an iterative formula to find the reciprocal of a given number N and hence find the
1
value of . [N/D11]
19
4. Find the Newton’s iterative formula to calculate the reciprocal of N and hence find the
1
value of . [N/D12]
23
5. Using Newton’s method find the real root of x log 10 x 1.2 correct to five decimal
places. [A/M10,N/D13,A/M15,N/D16]
6. Find by Newton-Raphson method, the real root of e 2 x 1 0 correct to four decimal
x
places. [A/M11]
7. Using Newton’s method, find the root between 0 and 1 of x 6 x 4 correct to 2
3
decimals. [M/J12,A/M17]
8. Find by Newton’s Raphson method a positive root of the equation 3 x cos x 1 0 .
[N/D14 , M/J16]
9. Using Newton Raphson method find the real root of f x 3 x sin x e x 0 by
choosing initial approximation x0 0.5 . [A/M15]
10. Find the smallest positive root of 3 x 1 sin x correct to three decimal places by
iterative method. [N/D10]
11. Solve e x 3 x 0 by the method of fixed point iteration. [M/J12,N/D15]
12. Find a real root of the equation cos x 3 x 1 correct to three decimal places using fixed
point iteration method. [A/M17]
3
13. Find the smallest positive root of x -2x-5=0 by the fixed point iteration method, correct
to three decimal places. [N/D17]
14. Find the root of 4 x e x 0 that lies between 2 and 3 by Newton-Raphson method.
[N/D15]
4 1 2
15. By Gauss elimination method find the inverse of the given matrix A 2 3 1 .
1 2 2
[A/M10]
16. Using Gauss elimination method, solve x 2 y z 5 , x y 6 z 12 and
3x y z 4. [N/D11]
17. Solve by Gauss elimination method 3 x 4 y 5 z 18 , 2 x y 8 z 13 and
5 x 2 y 7 z 20 . [M/J12]
18. Solve the system of equations x 2 y z 8 , 2 x 3 y 4 z 20 , 4 x 3 y 2 z 16
using Gauss elimination method. [N/D16]
19. Solve the following system of equations by Gauss Elimination method,
x 2 y 5 z 9 , 3x y 2 z 5 , 2 x 3 y z 3. [A/M17]
20. Apply Gauss – Jordan method to solve the following system of equations x y z 9 ,
2 x 3 y 4 z 13 , 3 x 4 y 5 z 40 . [A/M11]
21. Apply Gauss – Jordan method to find the solution of the following system
10 x y z 12 , 2 x 10 y z 13 , x y 5 z 7 . [N/D11, M/J16]
22. Solve the system of equations by Gauss-Jordan method; 5 x1 x2 9 ;
x1 5 x2 x3 4 ; x2 5 x3 6 . [M/J14]
23. Using Gauss-Jordan method to solve 2 x y 3z 8, x2 y z 4,
3x y4 z 0 . [N/D14,M/J16,N/D16]
0 1 2
24. Find the inverse of the matrix by Gauss – Jordan method 1 2 3 . [A/M10]
3 1 1
0 1 1
25. Find the inverse of the matrix A 1 2 0 using Gauss-Jordan method.
3 1 4
[N/D11]
4 1 2
26. Find the inverse of A 2 3 1 by using Gauss-Jordan method.
1 2 2
[N/D10,N/D15,N/D17]
1 1 3
27. Using Gauss-Jordan method, find the inverse of the matrix 1 3 3 .
2 4 4
[M/J12,A/M17]
1 2 6
28. Using Gauss-Jordan method, find the inverse of the matrix 2 5 15 [N/D12]
6 15 46
.
3 1 1
29. Find the inverse of the matrix 15 6 5 using Gauss-Jordan method. [N/D13]
5 2 2
2 2 6
30. Using Gauss-Jordan method, find the inverse of 2 6 6 [M/J14,A/M15,N/D15]
4 8 8
1 1 1
31. Find the inverse of A 4 3 1 by Gauss-Jordan method. [N/D16]
3 5 3
1 2 1
32. Using Gauss-Jordan method, find the inverse of the matrix A 4 1 0 . [A/M17]
2 1 3
4 1 2
33. Consider the system of equations of the form AX=B, where A 2 3 1
1 2 2
x 7
X= y and B= 3 .Find by using Gauss-Jordan method, i)A-1 and ii) the numerical
z 7
solution of the given system. [A/M18]
34. Using Gauss-Seidel iterative method to obtain the solution of the equations
9 x y 2 z 9 , x 10 y 2 z 15 , 2 x 2 y 13 z 17 . [A/M10]
35. Solve by Gauss-Seidel method, the system of equations 20 x y 2 z 17 ,
3 x 20 y z 18 , 2 x 3 y 20 z 25 [N/D10,M/J16,M/J16,N/D16,N/D16,A/M18]
36. Solve the following system by Gauss-Seidel method, x y 54 z 110 ,
27 x 6 y z 85 , 6 x 15 y 2 z 72 . [A/M11]
37. Solve by Gauss-Seidel method, the following system, 28 x 4 y z 32 ,
x 3 y 10 z 24 , 2 x 17 y 4 z 35 . [N/D11,N/D15,N/D17]
38. Apply Gauss-Seidel method to solve the equations 20 x y 2 z 17 ,
3 x 20 y z 18 , 2 x 3 y 20 z 25 . [M/J12,N/D14]
39. Solve the following system of equations by Gauss-Seidel method: 8 x 3 y 2 z 20 ;
4 x 11 y z 33 ; 6 x 3 y 12 z 35 . [N/D10]
40. Solve the given system of equations by Gauss-Seidel method 8 x y z 18 ;
2 x 5 y 2 z 3 ; x y 3 z 6 . [A/M11]
41. Solve the following system of equations using Gauss-Seidel method 10 x 2 y z 9 ,
x 10 y z 22 , 2 x 3 y 10 z 22 . [N/D12,N/D13]
42. Using Gauss-Seidel method, solve the following system of linear equations
4 x 2 y z 14 ; x 5 y z 10 ; x y 8 z 20 . [M/J14,A/M15,A/M17]
43. Solve the following system of equations, starting with the initial vector of 0 , 0 , 0 using
Gauss-Seidel method 6 x1 2 x2 x3 11 , 2 x1 7 x2 2 x3 5 , x1 2 x2 5 x3 1 .
[A/M15]
44. Solve the following system by Gauss-Seidel iterative procedure : 10 x 5 y 2 z 3 ,
4 x 10 y 3 z 3 , x 6 y 10 z 3 . [N/D15]
45. Find the solution of the system of following equations by Gauss-Seidal method (Upto 4
iterations). x 2 y 5 z 12 , 5 x 2 y z 6 , 2 x 6 y 3 z 5 . [A/M17]
46. Find the dominant Eigen value and the corresponding Eigenvector of the matrix
1 6 1
A 1 2 0 [A/M10]
0 0 3
47. Find by power method, the largest Eigen value and the corresponding Eigenvector of a
1 3 1
matrix A 3 2 4 with initial vector 1 1 1T . [N/D10,A/M18]
1
4 10
48. Determine the largest eigen value and the corresponding eigen vector of the matrix
1 3 1
3 2 4 with 1 0 0 as the initial vector by power method.
T
[N/D13]
1 4 10
1 6 1
49. Find the largest Eigen value and corresponding eigen vector of a matrix 1 2 0 by
0 0 3
T
using Power method starting with initial vector (1 0 0) . [N/D 11,N/D15,N/D17]
50. Determine the largest Eigen value and the corresponding Eigen vector of the matrix
2 1 0
1 2 1 . [M/J 12,A/M15]
0 1 2
25 1 2
51. Find numerically largest eigen value of A 1 3 0 and the corresponding eigen
2 0 4
vector. [N/D10,N/D11,M/J14,N/D14,M/J16]
1 2
52. Find the dominant eigen value of A by power method and hence find the
3 4
other eigenvalue also. [M/J12]
5 0 1
53. Find all the eigen values of A 0 2 0 using power method.
1 0 5
[A/M15,N/D15,N/D16,N/D16,A/M17]
54. Using power method find the dominant eigen value and the corresponding eigen
15 4 3
vector for the given matrix A 10 1 2 6 . [M/J16]
20 4 2
UNIT-II
Interpolation
PART-A
e x e x eh e x eh 1 e x
2 e x e h 1 e x
2
2 x
e E 1 2 e x E 1 e h 1 e x e h 1 E 1 x e h 1 e x h
E
2 2 2
2 x E e x exh
2
e . 2 x e h 1 e x h .
e2 x
ex .
E e e 1 e
h 2 x
e x
4. Name two interpolation methods for unequal intervals. [M/J12]
(i) Newton’s divided difference method.
(ii) Lagrange’s method.
5. Find the polynomial which takes the following values [N/D06]
x 0 1 2
y 1 2 1
Difference table
x y y 0 2 y 0
0 1
1
1 2 -2
-1
2 1
u u 1 2 u u 1u 2 3
Newton’s forward formula, y y0 u y 0 y0 y0
2! 3!
x x0 x0
where u x
h 1
x x 1
y 1 x (2) 2 x x 1x 2 1
2 6
1
y x 3 3 x 2 16 x 6
6
Hence y 4
581
.
3
9. Find the interpolating polynomial for the given data: [A/M10]
x -1 0 1 2
f 4 2 2 4
Difference table
x y y 0 2 y 0 3 y 0
-1 4
-2
0 2 2
0 0
1 2 2
2
2 4
10. Fit a polynomial from the following data using Newton’s forward difference
interpolation formula [A/M11]
x 0 2 4 6
f 2 4 14 32
Difference table
x y y 0 2 y 0 3 y 0
0 2
2
2 4 8
10 0
4 14 8
18
6 32
Difference table
x y y 0 2 y 0 3 y 0 4 y 0
0 3
9
1 12 60
69 -10
2 81 50 -21
119 -31
3 200 19
-
4 100 100
13. Find a polynomial for the following data by Newton’s backward difference
formula [M/J06]
x 0 1 2 3
f(x) -3 2 9 18
Difference table
0 -3
5
1 2 2
7 0
2 9 2
9
3 18
x y y n 2 yn 3 yn
x 2 3 5
y 0 14 102
17. Obtain the divided difference table for the following data [N/D06]
x -1 0 2 3
f(x) -8 3 1 12
-1 -8
38
11
0 1
0 3 1 11
4
1 3 2 1
1 44
20 2
2 1 11 1 3 1
4
12 1 3 0
11
3 2
3 12
a 1
a2
a b
a2 b2
b 1 ab bc ca
b2
b c a2 b2 c2
b2 c2
c 1
c2
19. Obtain a divided difference table for the following data: [A/M08]
x 5 7 11 13 17
y 150 392 1452 2366 5202
5 150
121
7 392 24
265 1
11 1452 32 0
457 1
13 2366 42
709
17 5202
x -1 1 2 4
y -1 5 23 119
23. What is the nature of nth divided difference of a polynomial of nth degree?
The nth divided differences of a nth degree polynomial are constants. [N/D17]
24. Obtain the Newton’s divided difference table for the following data [A/M11]
x 1 2 4 6
y -26 12 256 844
25. Form the divided difference table for the data 0 , 1 , 1 , 4 , 3 , 40 and
4 , 85 . [A/M 10,N/D15]
Divided difference table
0 1
3
1 4 5
18 1
3 40 9
45
4 85
26. Find the first and second divided differences with arguments a , b , c of the function
f x .
1
[N/D10,M/J14,A/M18]
x
Divided difference table
a 1
a 1
ab
b 1 1
b 1 abc
c bc
1
c
3 1 1
27. Show that
bcd a abcd
. [A/M15,N/D15]
Let f a
1
a
Then
1 1 a b
f b f a b a a b b a 1
f a , b
ba ba ba a b b a ab
1 1 a c
f b , c f a , b b c a b abc
f a , b , c
ca ca ca
c a 1
a b c c a a b c
1 1 a d
f b , c , d f a , b , c b c d a b c abcd
f a , b , c , d
d a d a d a
d a 1
a b c d d a abcd
28. Construct the divided difference table for the following data [M/J12]
x 0 1 2 5
f(x ) 2 3 12 147
30. Find the second degree polynomial through the point 0 , 2 , 2 ,1 , 1, 0 using
Lagrange’s formula. [N/D14]
By Lagrange’s formula,
x x1 x x2 x x0 x x2 x x0 x x1
y y0 y1 y
x0 x1 x0 x2 x1 x0 x1 x2 x2 x0 x2 x1 2
y
x 2x 1 2 x 0x 1 1 x 0x 2 0
0 20 1 2 02 1 1 01 2
1 2
2
x 3x2
1 2
2
1
1
x x x2 3 x 2 x2 x 2 x2 4 x 2
2 2
y x 2 x 1
2
x x 2
y0 1 x x 1 2 x.
1 1 21
32. Using Lagrange’s formula, find the polynomial to the given data. [M/J13]
X : 0 1 3
Y : 5 6 50
x x1 x x2 x x0 x x2 x x0 x x1
y y0 y1 y
x0 x1 x0 x2 x1 x0 x1 x2 x2 x0 x2 x1 2
1
47 x 2 41 x 30
y
6
33. Given y f x is the exact curve and y Pn x is the interpolating polynomial
curve, write the error in polynomial interpolation for any x where x 0 x x n and
x0 c xn . [M/J12]
u u 1u 2 .......... u r r 1 x x0
Error
r 1!
y
xc
where u
h
34. State Lagrange’s interpolation formula for unequal intervals. [N/D11]
( x x1 )( x x 2 )( x x3 ).......( x x n )
y f ( x) y0
( x 0 x1 )( x 0 x 2 )( x 0 x3 ).......( x 0 x n )
( x x0 )( x x 2 )( x x3 ).......( x x n )
y1
( x1 x0 )( x1 x 2 )( x1 x3 ).......( x1 x n )
+…………..…….+
( x x 0 )( x x1 )( x x 2 )( x x3 ).......( x x n 1 )
yn
( x n x 0 )( x n x1 )( x n x 2 )( x n x3 ).......( x n x n 1 )
xi x 3 M i 1 x xi 1 3 M i xi x yi 1 h M i 1
2
S x
1
6h h 6
x xi 1 h2
i
y Mi .
h 6
37. For cubic splines, what are the ( n – 1 ) conditions required to evaluate the
unknowns. [M/J12,N/D15]
6
yi 1 2 yi yi 1 , where i 1, 2 , 3, .........., n 1 .
M i 1 4 M i M i 1
h2
38. What are the advantages of cubic spline fitting. [A/M15]
Cubic spline provide better approximation to the behaviour of functions that have
abrupt local changes. Further splines perform better than higher order polynomial
approximation.
PART-B
1. Given the following table, find the number of students whose weight is between 60 and
70 lbs: [A/M10]
Weight(in lbs) x 0-40 40-60 60-80 80-100 100-120
No. of students 250 120 100 70 50
2. Find the value of tan 45 15 by using Newton’s forward difference interpolation
formula for [N/D10,A/M18]
x 45 46 47 48 49 50
tan x 1.00000 1.03553 1.07237 1.11061 1.15037 1.19175
Estimate the population increase during the period 1946 to 1976. [N/D11]
4. Find the value of y when x 5 using Newton’s interpolation formula from the
following table: [N/D12,N/D17]
x 4 6 8 10
y 1 3 8 16
5. The table gives the distance in nautical miles of the visible horizon for the given heights
in feet above the earth’s surface [A/M15]
x=height 100 150 200 250 300 350 400
y=distance 10.63 13.03 15.04 16.81 18.42 19.9 21.27
Find the values of y when x 218 ft using Newton’s forward interpolation formula.
6. From the following table, estimate the number of students who obtained marks between
40 and 45 [A/M 10 ,N/D 11]
Marks 30-40 40-50 50-60 60-70 70-80
No. of students 31 42 51 35 31
7. Find the value of y at x 21 and x 28 from the following data, using Newton’s
interpolation formula: [N/D 10,M/J 12,N/D16]
x 20 23 26 29
y 0.3420 0.3907 0.4384 0.4848
9. Using Newton’s forward interpolation formula, find the cubic polynomial which takes
the following values: [N/D14,N/D15]
x 0 1 2 3
f x 1 2 1 10
10. Find a polynomial of degree two for the data by Newton’s forward difference formula.
[A/M17]
x 0 1 2 3 4 5 6 7
f x 1 2 4 7 11 16 22 29
11. From the following table find f x and hence f 6 using Newton’s interpolation
formula [M/J12]
x 1 2 7 8
f x 1 5 5 4
12. For the following data prepare the finite difference table and express y as a function of
x using Newton’s backward difference formula and hence find y when x 3.5 [A/M11]
x 0 1 2 3 4
y 7 10 13 22 43
14. Estimate sin 38 from the data given below: [A/M15,M/J16]
x 0 10 20 30 40
sin x 0 0.17365 0.34202 0.5 0.64279
15. Derive Newton’s backward difference formula by using operator method. [M/J12]
16. Given : sin 45 0.7071 , sin 50 0.7660 , sin 55 0.8192 , sin 60 0.8660 .
Find sin 52 by Newton’s interpolation formula. [N/D16]
th
17. The values of y are consecutive terms of a series of which 23.6 is the 6 term. Find the
first and tenth terms of the series: [N/D16]
x: 3 4 5 6 7 8 9
y: 4.8 8.4 14.5 23.6 36.2 52.8 73.9
18. The following table gives the values of density of saturated water for various
temperatures of saturated steam.
Temperature C 100 150 200 250 300
Density hg/m 3 958 917 865 799 712
Find by interpolation, the density when the temperature is 275 . [N/D13,M/J16]
19. Find the function f x from the following table using Newton’s divided difference
formula [A/M10]
x 0 1 2 4 5 7
f(x) 0 0 -12 0 600 7308
21. Determine f x as a polynomial in x for the following data, using Newton’s divided
difference formulae. Also find f 2 . [N/D11]
Find f 1 by using divided difference interpolation from the following data: [A/M17]
x -4 -1 0 2 5
f(x) 1245 33 5 9 1335
22. Using Newton’s divided difference formula, find f x from the following data and
hence find f 4 . [N/D12,M/J16,N/D16]
x 0 1 2 5
f(x) 2 3 12 147
24. Find the value of f 6 for the data f 1 1 , f 2 5 , f 7 5 and f 8 4 by using
Newton’s divided difference formula. [N/D11]
25. Find f 3 by Newton’s divided difference formula for the following data: [M/J14]
x -4 -1 0 2 5
y 1245 33 5 9 1335
26. Using Newton’s divided difference formula find f 3 from the data: [N/D15]
x 0 1 2 4 5
f x 1 14 15 5 6
27. Use Lagrange’s formula to find a polynomial which takes the values f 0 12 ,
f 1 0 , f 3 6 and f 4 12 . Hence find f 2 . [A/M10]
28. Use Lagrange’s interpolation formula to fit a polynomial to the given data f 1 8 ,
f 0 3 , f 2 1and f 3 2 . Hence find the value of f 1 . [N/D10,A/M18]
29. Find the expression of f x using Lagrange’s formula for the following data : [A/M11]
x 0 1 4 5
f(x) 4 3 24 39
30. Find the value of x when y 20 using Lagrange’s formula from the following table
[A/M11]
x 1 2 3 4
y=f(x) 1 8 27 64
31. Using Lagrange’s interpolation, calculate the profit in the year 2000 from the following
data: [M/J12,N/D15]
year 1997 1999 2001 2002
Profit in lakhs of
43 65 159 248
Rs.
32. Use Lagrange’s method to find log 10 656 , given that log 10 654 2.8156 ,
log 10 658 2.8182 , log 10 659 2.8189 and log 10 661 2.8202 . [N/D12]
33. Using Lagrange’s formula for interpolation find y9.5 given: [N/D10,M/J12]
x 7 8 9 10
y 3 1 1 9
46. Find the natural cubic spline approximation for the function f x defined by the
following data: [N/D10,N/D17A/M18]
x 0 1 2 3
f(x) 1 2 33 244
Hence find the value of f 2.5 and f 2.5 .
47. Find the cubic spline approximation for the function y f x from the following data,
given that y0 y3 0 . Hence find y 0.5 [A/M11,N/D12]
Hence find y 0.5 , y 0.5 and y 1.5 [A/M17]
x -1 0 1 2
f(x) -1 1 3 35
48. Find the cubic polynomial which takes the following values: [M/J12]
x 0 1 2 3
f(x) 1 2 1 10
Find the cubic splines and evaluate y 1.5 and y 3 . [M/J12,A/M15,N/D15,A/M17]
50. Fit the cubic spline for the following table of values: [N/D11,M/J16]
x 1 2 3
- -
f(x) 16
6 1
Hence evaluate y1.5 and y 2
51. Fit the cubic splines for the following data: [M/J14]
x: 1 2 3 4 5
y: 1 0 1 0 1
53. Fit a cubic spline curve that passes through 0 ,1 , 1, 4 , 2 , 0 and 3 , 2 with the
natural end boundary conditions s 0 0 , s 3 0 . [N/D16]
UNIT-III
Numerical Differentiation and integration
PART-A
dy d2y
1. Write down the expressions for and at x x 0 by Newton’s forward
dx dx 2
difference formula. [M/J06,M/J16,N/D17]
dy 1 1 1 1
y 0 2 y 0 3 y 0 4 y 0 ............
dx x x0 h 2 3 4
d2y 1 11 4
2 2 2 y 0 3 y 0 y 0 ...............
dx x x0 h 12
dy d2y
2. Write down the expressions for and at x x n by Newton’s backward
dx dx 2
difference formula. [N/D06,N/D10,A/M11,M/J14,M/J16]
dy 1 1 1 1
y n 2 y n 3 y n 4 y n ............
dx x xn h 2 3 4
d2y 1 11 4
2 2 2 y n 3 y n y n ...............
dx x xn h 12
3. Write the formula for y'(x) and y''(x) using Newton’s backward differences.
[A/M18]
dy 1 2v 1 2 3v 6v 2 3
2
4v 18v 22v 6 4 3 2
y n yn yn y n ............
dx h 2 6 24
d y
2
1 6v 8v 11 4
2
2 2 2 y n (v 1) 3 y n y n ...............
dx h 12
4. What is the order of the error in trapezoidal rule? [M/J08]
The order of the error in Trapezoidal rule is h 2 .
rd
1
5. State the local error term in Simpson’s rule. [N/D14]
3
12
7. Evaluate sin x dx by Trapezoidal rule by dividing ten equal parts. [M/J13]
0
ba 0
Here n 10 , y f x sin x and h
n 10 10
3 2 3 7 4 9
x
0 10 5 10 5 2 5 10 5 10
y
0 0.309 0.5878 0.809 0.9511 1 0.9511 0.809 0.5878 0.309 0
By Trapezoidal rule,
sin x dx 2 y y10 2 y1 y 2 y3 y 4 y5 y 6 y 7 y8 y9
h
0
0
0 0 2 0.309 0.5878 0.809 0.9511 1 0.9511 0.809 0.5878 0.309
10
2
sin x dx 1.9835
0
2
dx
8. Taking h 0.5 , evaluate 1 x
1
2
using Trapezoidal rule. [M/J14,M/J16]
Given h 0.5 , y f x
1
1 x 2
x 1 1.5 2
1
y 0.5 0.3077 0.2
1 x2
1 x
dx
2
h
y0 y 2 2 y1 0.5 0.5 0.2 2 0.3077 0.32885 .
1
2 2
6
dx
9. Evaluate 1 x
0
2
using Trapezoidal rule. [N/D13]
ba 6 0
1 , y f x
1
Let n 6 , then h
n 6 1 x 2
x 0 1 2 3 4 5 6
1
y 1 0.5 0.2 0.1 0.0588 0.0385 0.027
1 x2
1 x
dx
2
h
y0 y6 2 y1 y 2 y3 y 4 y5
1
2
2
dx
1 x 2
1
1 0.027 2 0.5 0.2 0.1 0.0588 0.0385 1.4108 .
1
2
1
dx
10. Evaluate 1 x
0
using Trapezoidal rule. [N/D10]
ba 1
Let n 4 h 0.25
n 4
x 0 0.25 0.5 0.75 1
1
y 1 0.8 0.66 0.57 0.5
1 x
By Trapezoidal rule
I y 0 y 4 2 y1 y 2 y3
h
2
I
0.25 1 0.5 2 0.8 0.66 0.57 0.695 .
2
11. Write down the Newton-cote’s formula for equidistant ordinates. [A/M11,M/J16]
xn
n2 1 n3 n 2 2 1 n4
f x dx h n y 0 y 0 y 0 n 3 n 2 3 y 0 ...............
x0 2 2 3 2 6 4
1
dx
12. Evaluate 1 x
0
2
using Trapezoidal rule. [N/D12]
ba 1
Let n 4 h 0.25
n 4
By Trapezoidal rule
I y 0 y 4 2 y1 y 2 y3
h
2
I
0.25 1 0.5 2 0.94 0.8 0.64 0.7825 .
2
1
1
13. Evaluate x dx by Trapezoidal rule, dividing the range into 4 equal parts.
1
2
[N/D15]
1
1
ba 2 0.125
Let n 4 h
n 4
By Trapezoidal rule,
I y 0 y 4 2 y1 y 2 y3
h
2
I
0.125 2 1 2 1.6 1.3333 1.1429 0.697 .
2
14. Compare Trapezoidal rule and Simpson’s 1/3 rule for evaluating numerical
integration. [N/D07,N/D16]
i) In Newton Cotes Quadrature formula, if we put n = 1 we get Trapezoidal rule
whereas if we put n = 2, we get Simpson’s 1/3rd rule.
ii) In Trapezoidal rule, the interpolating polynomial is linear whereas in Simpson’s
1/3rd rule, the interpolating polynomial is of degree 2.
iii) In Trapezoidal rule, there is no restriction on the number of intervals whereas in
Simpson’s 1/3rd rule, the number of intervals should be even.
15. What approximation is used in deriving Simpson’s rule of integration? [N/D10]
h 4 is the approximation used in deriving Simpson’s rule of integration.
16. Give the order of error in the Simpson’s 1/3 rd rule. [M/J12]
The order of error in the Simpson’s 1/3 rd rule is h .4
17. When do you apply Simpson’s 1/3 rd rule, and what is the order of the error in
Simpson’s 1/3 rule. [A/M11]
4
The number of subintervals n should be even and order of error is h .
18. State Simpson’s one-third rule. [N/D11,M/J13,A/M17]
Simpson’s one-third rule is given by
x x0 x1 x2 ……………………….. xn
y y0 y1 y2 ……………………….. yn
I
h
y0 y n 2 y0 y2 ....... 4 y1 y3 .........
3
4
19. Evaluate f x dx
1
from the table by Simpson’s 3/8 rule [M/J06]
x 1 2 3 4
f(x ) 1 8 27 64
Here n 3
I
3h
y0 y3 2 0 3 y1 y 2
8
I 1 64 3 8 27
3 255
63.75 .
8 4
20. State the formula of Simpson’s 3/8 th rule. [M/J07]
Simpson’s 3/8 th rule is given by
x x0 x1 x2 ……………………….. xn
y y0 y1 y2 ……………………….. yn
3h
I y0 yn 2 y3 y6 ....... 3 y1 y 2 y4 y5 .........
8
21. Write Simpson’s 1/3 rd and 3/8 th formulae. [N/D09]
Simpson’s one-third rule is given by
x x0 x1 x2 ……………………….. xn
y y0 y1 y2 ……………………….. yn
h
I y0 y n 2 y0 y2 ....... 4 y1 y3 .........
3
Simpson’s 3/8 th rule is given by
x x0 x1 x2 ……………………….. xn
y y0 y1 y2 ……………………….. yn
3h
I y0 yn 2 y3 y6 ....... 3 y1 y 2 y4 y5 .........
8
22. Under what condition , Simpson’s 3/8 rule can be applied and state the formula.
[M/J12,N/D15]
The number of subintervals n should be a multiple of 3 .
23. State the Romberg’s integration formula with h1 and h2 . Further, obtain the
h
formula when h1 h and h2 . [A/M10]
2
I h Ih
h
I h , Ih 2
2 2 3
1
dx
24. Use two-point Gaussian quadrature formula to solve 1 x
1
2
.
[A/M10,M/J12,A/M17,A/M17,A/M18]
1 1
1 1
dx dt
11 x 2 11 t 2 f 3 f 3 where f t 1 t 2
1
e
x2
25. Evaluate dx by two point Gaussian quadrature formula. [N/D10,N/D15]
0
a b ba ba
Let x t , dx dt
2 2 2
x 1 t , dx dt
1
I e 1 t dt
2
1
Let f t e 1 t
2
4
26. Using two point Gaussian quadrature formula evaluate I sin dt .
1
4
[A/M15]
Here f t sin
t 1
4
By two point Gaussian quadrature formula, we have
1
t 1 1
4
I sin dt f f
1
4 4 3 3
1 1
sin 1 sin 1
4 4 3 4 3
I 0.9454 0.3259 0.9985 .
4
2 x
27. Evaluate e
2
2
dx by Gauss two point formula. [N/D13]
Here a 2 and b 2
ab b a b a
Let x t dx dt
2 2 2
x 2 t and dx 2 dt
2 x 1 1
e
2
2
dx e t 2 dt 2 e t dt
1 1
Here f t e t
1
29. Write down the three point Gaussian quadrature formula to evaluate f x dx .
1
[N/D12,A/M15]
b 1
a b ba
transformation x t
2 2
1
Then f t dt A f t A f t A f t
1
1 1 2 2 3 3 where A1 A3 0.5555 , A2 0.8888
[N/D06,N/D07,N/D15]
1 1
Gaussian two point quadrature formula is I f f .
3 3
1
1
31. Evaluate 1 x
1
4
dx using Gaussian quadrature with two points. [N/D08]
Let f x
1
1 x 4
1 1
Gaussian two point formula is I f f 0.9 0.9 1.8 .
3 3
PART-B
1. From the following table of values of x and y , obtain y x and y x for x 16
[N/D10,A/M18]
x 15 17 19 21 23 25
y 3.873 4.123 4.359 4.583 4.796 5
2. Find the first two derivatives of x 3 at x 50 and x 56 , for the given table: [N/D11]
1
x 50 51 52 53 54 55 56
3. A slider in a machine moves along a fixed straight rod. Its distance x cm along the rod is
given below for various values of the time 't ' seconds. Find the velocity of the slider
when t 1.1 second. [M/J12]
1.
t 1.0 1.1 1.2 1.4 1.5 1.6
3
9.
7.98 8.40 8.78 9.45 9.75 10.0
x 12
9 3 1 1 0 31
9
4. Find f x at x 1.5 and x 4.0 from the following data using Newton’s formulae for
differentiation. [N/D12,M/J16]
[OR] Find the first and second derivatives of the function tabulated below at x 1.5
[N/D13,M/J16]
5. Find the value of sec 31 from the following data [N/D11,A/M15]
31 32 33 34
tan 0.6008 0.6249 0.6494 0.6745
6. The population of a certain town is given below. Find the rate of growth of the population
in the year 1931 and 1945 [M/J12,N/D16]
Year x 1931 1941 1951 1961 1971
Population in thousand y 40.6 60.8 79.9 103.6 132.7
7. For the given data, find the first two derivatives at x 1.1 [M/J14,A/M15]
9. Using backward difference, find y 2.2 and y 2.2 from the following table: [A/M17]
x 1.4 1.6 1.8 2.0 2.2
y 4.0552 4.9530 6.0496 7.3891 9.0250
10. Given the following data, find y 6 and the maximum value of y (if it exists)
[A/M10]
x 0 2 3 4 7 9
y 4 26 58 112 466 922
11. Find the first derivative of f x at x 2 for the data f 1 21, f 1 15 , f 2 12
and f 3 3 using Newton’s divided difference formula. [N/D10,A/M18]
12. Find f 10 from the following data [A/M11,N/D15]
x 3 5 11 27 34
-
f(x) 23 899 17315 35606
13
13. Find the first and second derivatives of y with respect to x at x=10 from the following
data: x : 3 5 7 9 11 [N/D17]
y: 31 43 57 41 27
14. Find the values f 8 and f 9 from the following table, using divided difference
interpolation formula: [A/M11]
x 4 5 7 10 11
f(x) 48 100 294 900 1210
15. Find f 3 and f 3 for the following data : [N/D15]
x : 3.0 3.2 3.4 3.6 3.8 4.0
f x : - 14 -10.032 -5.296 - 0.256 6.672 14
1
dx 1 1 1
16. Find the approximate value of I 1 x
0
using Trapezoidal rule with h , ,
2 4 8
and then by Romberg’s method. [A/M11]
6
1
17. Evaluate I 1 x dx using Trapezoidal rule and check by direct integration. [M/J12]
0
18. By dividing the range into ten equal parts evaluate sin x dx
0
by Trapezoidal and
1 1
x2 1
20. Find the value of log 2 3 from 0 1 x 3 dx using Simpson’s 3 rule with h 0.25 .
[M/J16]
21. The velocity v (km/min) of a moped which starts from rest, is given at fixed intervals of
time t (min) as follows:
x : 0 2 4 6 8 10 12
y : 0 10 18 25 29 32 20
Estimate approximately the distance covered in 12 minutes, by Simpson’s 1/3rd rule.
Estimate the acceleration at t 2 seconds. [ A/M15]
22. The velocities of a car running on a straight road at intervals of 2 minutes are given
below: [N/D13]
Time (min) : 0 2 4 6 8 10 12
Velocity (km/hr) : 0 22 30 27 18 7 0
1
Using Simpson’s - rd rule find the distance covered by the car.
3
23. The velocity v of a particle at a distance s from a point on its path is given by the table
below:
s(ft) 0 10 20 30 40 50 60
v(ft/sec) 47 58 64 65 61 52 38
Estimate the time taken to travel 60 feet by Simpson’s 1/3 rd rule and Simpson’s 3/8 th
rule. [A/M10,N/D14,N/D16]
24. The following data gives the corresponding values for pressure (p) and specific
volume(v) of a superheated steam. Find the rate of change of pressure with respect to
volume when v =2:
v: 2 4 6 8 10
p: 105 42.7 25.3 16.7 13 [N/D17]
0.6
step-size=0.1. [N/D17]
6
1
26. Evaluate I 1 x dx by
0
using (i) direct integration (ii) Trapezoidal rule (iii)
2
27. Compute sin x dx using Simpson’s 3/8 rule. [N/D12,M/J16]
0
1.3
28. Taking h 0.05 , evaluate
1
x dx using Trapezoidal rule and Simpson’s three-eighth
rule. [M/J14]
1
1
29. Use Romberg’s integration to evaluate 1 x
0
2
dx . [A/M10,A/M11]
1
1
30. Using Romberg’s rule evaluate 1 x dx correct
0
to three decimal places by taking
1
dx
32. Evaluate 1 x
0
and correct to 3 decimal places using Romberg’s method and hence
[A/M17]
x 0 0.125 0.25 0.375 0.5 0.675 0.75 0.875 1
y 1 0.9846 0.9412 0.8767 0.8 0.7191 0.64 0.5664 0.5
34. Use the Romberg’s method to get an improved estimate of the integral from x 1.8 to
x 3.4 from the data in table with h 0.4 [A/M15]
x : 1.6 1.8 2.0 2.2 2.4 2.6
f x : 4.953 6.050 7.389 9.025 11.023 13.464
x : 2.8 3 3.2 3.4 3.6 3.8
f x : 16.445 20.056 24.533 29.964 36.598 44.701
2
1
35. Evaluate 1 x
1
3
dx using Gauss three point formula. [A/M11,N/D14,M/J16]
x2 2 x 1
2
36. Evaluate
0 1 x 1
2
dx by Gaussian three point formula. [M/J13,N/D15]
1
1
37. Evaluate I
1
1 t 2
dt by one-point, two-point and three-point Gaussian formula and
3
dt
38. Apply Gaussian three point formula to evaluate 1 t .
2
[N/D10,A/M17]
3 x
1
39. Using Gaussian three-point formula evaluate 2
5 x 4 dx . [M/J12]
1
1
sin x
40. Apply three point Gaussian quadrature formula to evaluate
0
x
dx [N/D13]
1.5
e
x2
41. Evaluate dx using three point Gaussian quadrature formula. [A/M15]
0.2
1
1
42. Evaluate 1 x 2 dx using Gauss three point formula. [N/D16]
0
5
43. Evaluate log 1 x dx by three points Gauss quadrature formula.
0
10 [A/M17]
1
1
44. Use Romberg’s method to compute 1 x
0
2
dx correct to 4 decimal places. Also
evaluate the same integral using three-point Gaussian quadrature formula. Comment on
the obtained values by comparing with the exact value of the integral which is equal to
. [M/J12,N/D15]
4
1.2 1.4
dx dy
45. Evaluate x y
1 1
by trapezoidal formula by taking h k 0.1 . [A/M10]
4 1
5
46. Evaluate dx dy by trapezoidal rule in x -direction with h 1 and Simpson’s
1 1
x y
one-third rule in y -direction with k 1 . [N/D10]
1 1
1
47. Evaluate x y 1 dx dy by using Trapezoidal rule taking h 0.5 and k 0.25 .
0 0
[A/M11,N/D14,N/D15]
2 2
dx dy
48. Using Trapezoidal rule, evaluate x
1 1
2
y2
numerically with h 0.2 along x -
[N/D10,N/D15]
3 2
e
x2 y
50. Evaluate dx dy by Trapezoidal rule with x 0.5 and Simpson’s one-third
1 0
2.4 4.4
51. Evaluate x y dx dy
2 4
by Trapezoidal rule taking h k 0.1 [N/D13]
2
52. Evaluate cos x y dx dy by using Trapezoidal rule by taking h k 4 .
0
[M/J16]
2
1.4 2.4
1
53. Evaluate xy
dx dy using Trapezoidal rule by taking h k 0.1 and verify with
1 2
actual integration. [N/D16]
/2 /2
54. Evaluate sin x y dx dy by using Trapezoidal rule. [N/D16]
0 0
2 2
55. Evaluate
0 0
f ( x, y ) dx dy by Trapezoidal rule for the following data, correct to three
decimal places:
x 0 0.5 1 1.5 2
y
0 2 3 4 5 6
1 3 4 6 9 11
2 4 6 8 11 14
2.6 4.4
1
56. Apply Simpson’s rule to evaluate the integral I xy
2 4
dx dy . [A/M10,A/M18]
1 1
dx dy
57. Numerically evaluate 1 x 2 y 2 by taking x y 0.25 using Simpson’s 1/3rd
0 0
rule. [A/M11]
2 1
1 1
58. Evaluate 4 x y dx dy using Simpson’s rule by taking h 4
0 0
and k .
2
[N/D12,M/J16]
1 1
1 2 2
sin x y
59. Taking h k
4
, evaluate
0 0
1 x y
dx dy using Simpson’s rule. [M/J14]
22
60. Evaluate sin x y dx dy by Simpson’s rule taking h k
4
. Compare with the
00
actual value. [A/M17]
1 1
1 dx dy
61. Using Simpson’s
3
rule, evaluate 1 x y
0 0
with h k 0.25 . [A/M17]
UNIT-IV
Initial value problems
PART-A
1. Find y 0 from the following table [A/M15]
x : 0 1 2 3 4 5
y : 4 8 15 7 6 2
Difference table
x y y 0 2 y 0 3 y 0 4 y 0 5 y 0
0 4
4
1 8 3
7 -18
2 15 -15 40
-8 22 -72
3 7 7 -32
-1 -10
4 6 -3
-4
5 2
2! 3! 2 6
3. Write Taylor’s series formula to solve y f x , y with y x 0 y 0 . [M/J07]
h2 h3
y n 1 y n h y n y n y n .................... .
2! 3!
y 2 x , y0 1 .
dy
4. Find by Taylor’s series method, the value of y at x 0.1 from
dx
[A/M15]
Here x0 0 , y0 1 , h 0.1
Also given y y 2 x y 0 y 0 x0 1 0 1
2
y 2 y y 1 y0 2 y0 y0 1 211 1 3
y 2 y y 2 y 2
2
y0 2 y0 y0 2 y0 213 21 6 2 8
2
1 0.11
0.12 3 0.13 8 ...... 1 0.1 0.005 0.0013 1.1063 .
2! 6
5. Find the Taylor series upto x term satisfying 2 y y x 1 , y0 1 . [N/D08]
3
y
1
x y 1 y 0 0
2
y 1 y
1
y 0 0.5
2
y
y y0 0.25
2
h2
y1 y 0 h y 0
y0
h3
y0 1 0.10
0.1 0.5 0.1 0.25 1.0024 .
2 3
2! 3! 2 6
6. State the merits and demerits of Taylor’s series method of solution.
[A/M10,M/J14,N/D15]
Merits: (i) It is easily derived for any order according to own interest.
(ii) The values of y for any x are easily obtained.
Demerits: This method suffers from the time consumed in calculating the
higher derivatives.
7. What is the major drawback of Taylor series method? [M/J12]
If it is possible to find the successive derivatives in easy manner then only Taylor
series method is powerful.
8. State Euler’s Formula [M/J13]
Given y’ = f ( x ) , y ( x0 ) = y0
Formula: yn + 1 = yn + h f ( xn , yn )
h2
y1 y 0 h y 0 y 0
h3
y0 1 0.12
0.1 2 0.1 2 1.1103 .
2 3
2! 3! 2 6
10. Find y 1.1 , given x y , y 1 2 by Euler’s method.
dy
[M/J06,M/J13]
dx
Given x0 1 , y 0 2 , h 0.1 , y’ = x+y
Let f x , y x y , Hence f x0 , y0 x0 y0 3
Euler’s formula is y1 y0 h f x0 , y0
y1 2 0.1 f 1, 2 2 0.1 3 2.3 .
y1 1 0.11 1.1 .
f x , y with initial
dy
17. Give the modified Euler’s method to find y(x1) for solving
dx
condition y x 0 y 0 . [M/J12]
Given y f x , y , yx0 y0
Modified Euler’s formula is
y1 y 0 h f x0 , y 0 f x0 , y 0 .
h h
2 2
18. Use Euler’s method to find y 0.2 and y 0.4 given x y , y 0 1 .
dy
dx
Given x0 0 , y 0 1 , h 0.2 , y x y [A/M 10,A/M15]
Let f x , y x y
f x0 , y 0 x0 y 0 1
Euler’s formula is y1 y0 h f x0 , y0
y1 1 0.21 1.2 .
Hence x1 0.2 , y1 1.2
f x1 , y1 x1 y1 1.4
y2 y1 h f x1 , y1 1.2 0.21.4 1.48
f x , y with y x 0 y 0 .
dy
21. State Euler’s method to solve [N/D11]
dx
Given y f x , y , y x0 y 0
y n 1 y n h f xn , y n .
22. Using Euler’s method find the solution of the initial value problem y y x 2 1 ,
y0 0.5 at x 0.2 taking h 0.2 . [N/D13]
Here h 0.2 , x0 0 , y 0 0.5
y f x , y y x 2 1
By Euler’s formula, we have
y1 yx1 y0.2 y0 h f x0 , y0 y0 h y0 x0 1 2
0.5 0.2 0.5 0 2 1 0.8 .
23. Using Euler’s method, find the solution of the initial value problem
f x , y with y x 0 y 0 .
dy
25. Write Runge-Kutta’s 4th order formula to solve
dx
Given y f x , y , yx0 y0 [M/J07,N/D12,M/J16]
Runge-Kutta’s 4th order formula is given by
k1 h f x0 , y0
h k
k 2 h f x0 , y 0 1
2 2
h k
k 3 h f x0 , y 0 2
2 2
k 4 h f x0 h , y 0 k 3
Let y
1
k1 2 k 2 2 k3 k 4
6
y1 y0 y0 .
26. What is Predictor – Corrector method? [N/D07]
Predictor – corrector methods are methods which require the values of y at
xn , xn 1, xn 2 ,.......... for computing the values of y at x n 1 . We first use a formula to
find the value of y at x n 1 and this is known as a predictor formula. The value of y so
got is improved or corrected by another formula is known as corrector formula.
27. Mention the multistep methods available for solving ordinary differential equation.
[N/D07]
The multistep methods available for solving ordinary differential equation are
Milne’s predictor-corrector method
Adam-Bashforth predictor-corrector method.
28. What are multi-step methods? How are they better than single step method?
[A/M18]
The multistep methods available for solving ordinary differential equation are
Milne’s predictor-corrector method
Adam-Bashforth predictor-corrector method.
Multi step methods are better than single step methods since it use information about
the solution at more than one point.
29. Write down the Milne’s predictor – corrector formula.
yn 1 , p yn 3 4h
3
2 y n 2 y n 1 2 y n [N/D10,M/J14,N/D14,N/D16,A/M17]
y n 1 , c y n 1
h
3
y n 1 4 y n y n 1
30. Define single step and multi step methods for the solution of the differential
f x , y , y x 0 y 0 .
dy
equation [N/D11]
dx
In solving the differential equation y f x , y , if only one initial value yx0 y0 is
given then it is called single step method.
If there are four initial values y0 , y1 , y 2 , y3 then it is called multi step meyhod.
31. Give the error for Milne’s predictor formula. [M/J12]
5
14h 5
The truncation error in Milne’s predictor formula is y ( )
45
h5 5
The truncation error in Milne’s corrector formula is y ( )
90
33. How many values are needed to use Milne’s predictor-corrector formula prior to
the required value? [M/J16]
Four values are needed to use Milne’s predictor-corrector formula prior to the required
value.
34. State Adams – Bashforth predictor and corrector formula.
[M/J 06,N/D 06,A/M 08,N/D 08,N/D 09,A/M 11,N/D13,N/D15,A/M17,A/M18]
yn 1 , p yn
h
24
55 y n 59 y n 1 37 y n 2 9 y n 3
yn 1 , c yn
h
24
9 y n 1 19 y n 5 y n 1 y n 2
35. Distinguish between single step methods and multi step methods. [A/M15,N/D16]
In solving difference equation y f x , y , if only one initial value yx0 y0 is
given then it is called single step method. If there are four initial values y0 , y1 , y 2 , y3 ,
then it is called multistep method.
PART-B
1. Use Taylor series method to find y 0.1 and y 0.2 given that 3 e x 2 y , y0 0 ,
dy
dx
correct to 4 decimal accuracy. [A/M10]
x 2 y 1 , y0 1 , by Taylor’s series
dy
2. Find the value of y at x 0.1 , 0.2 given
dx
method up to four terms. [N/D10,N/D16,A/M17]
x 2 y 1 , y0 1 . [N/D14]
dy
3. Using Taylor’s series method, find y at x 0 if
dx
x y given y1 1 , and find y 1.1 and y 1.2 by Taylor’s series method.
dy
4. Solve
dx
[N/D10]
5. Using Taylor’s series method, compute y 0.2 correct to 4 decimal places given
1 x y and y0 0 .
dy
[A/M11]
dx
1
6. Using Taylor series method, find y 1.1 correct to four decimal places given
dy
x y3
dx
and y1 1 . [M/J12]
7. Obtain y by Taylor’s series method, given that y x y 1 , y0 1 , for x 0.1 and 0.2
correct to four decimal places. [N/D13]
dy
8. Using Taylor’s series method, find y at x 1.1 by solving the equation x2 y2 ;
dx
y1 2 . Carryout the computations upto fourth order derivative. [M/J14,M/J16]
9. Solve y x y ; y0 1 by Taylor’s series method. Find the values of y at x 0.1 and
x 0.2 . [A/M15]
24. Find y 0.8 correct to 4 decimal places by using Runge-Kutta method of 4th order if
y y x 2 , y0.6 1.7379 . [A/M10]
25. Find the value of y1.1 using Runge-Kutta method of 4 th
order for the given equation
y 2 x y ; y1 1 .
dy
[M/J16]
dx
26. Apply the fourth order Runge-Kutta method to find y 0.2 given that y x 3 y ,
y0 2 . [A/M11]
27. Using Runge-Kutta method of fourth order,find the value of y at x 0.2 , 0.4 , 0.6 given
34. Using Runge-Kutta method of order four, find y when x 1.2 in steps of 0.1 given that
y x 2 y 2 and y1 1.5 [N/D13]
35. Employ the classical fourth order Runge-Kutta method to integrate y 4 e 0.8 t 0.5 y
from t 0 to t 1 using a stepsize of 1 with y0 2 . [A/M15]
36. Find y0.8 given that y y x 2 , y0.6 1.7379 by using Runge-Kutta method of
order four. Take h 0.1 . [N/D15]
37. Solve for y 0.1 and z 0.1 from the simultaneous differential equations
dy
2 yz;
dx
y 3 z ; y0 0 , z 0 0.5 using Runge-kutta method of the fourth order. [N/D12]
dz
dx
47. Use Milne’s method to find y0.8 , given y , y0 2 , y0.2 2.0933 ,
1
x y
y0.4 2.1755 , y0.6 2.2493 . [N/D13]
56. Find y 0.4 given x y , y0 1 , y0.1 1.01 , y0.2 1.022 , y0.3 1.023
dy 1
dx 2
by Adam’s method. [M/J12,M/J16,N/D17]
x 2 1 y , y1 1 , y1.1 1.233 , y1.2 1.548 , y1.3 1.979 ,
dy
57. Given
dx
evaluate y1.4 by Adam’s-Bashforth method. [A/M15,N/D15]
58. Find y0.1 , y0.2 and y0.3 from y x y 2 , y0 1 by using Runge-Kutta method
of Fourth order and then find y0.4 by Adam’s method. [N/D15]
UNIT-V
Boundary value problems
PART-A
B 2 4 AC 0 4 x 4 x
B 2 4 A C 0 when x 0 , implies parabolic.
B 2 4 A C 0 when x 0 , implies elliptic.
B 2 4 A C 0 when x 0 ,implies hyperbolic.
4. Classify the differential equation f xx 2 f xy f yy 0 . [A/M10,M/J16]
Given A 1 , B 2 , C 1
B 2 4 AC 4 4 0
Therefore, the given pde is parabolic.
2u 2u 2 u u u
5. Classify the following equation 4 4 2 2 0.
x 2
x y y x y
Here A 1 , B 4 , C 4 [A/M15,N/D16]
B 2 4 AC 4 4 14 16 16 0
2
1
u i , j 1
4
u i 1, j 1 u i 1, j 1 u i 1, j u i 1, j
15. State whether the Crank Nicholson’s scheme is an explicit or implicit scheme. Justify.
[M/J14]
The solution value at any point i , j 1 on the j 1th level is dependent on the
j 1th level and j th level values. Hence it is an implicit method.
16. Write down the explicit formula to solve the hyperbolic equation utt 9u xx
1 1 1 1
when Δx=0.25 and t .Given a2=9, x h , t k ,therefore .
16 4 16 4
9
ui , j 1 2 1 ui , j
9
u i 1, j u i 1, j u i , j 1
16 16
2u 2 u
2
17. Express 2 c in terms of difference approximation. [A/M15]
t x 2
Given c 2 u xx utt 0 ...............1
u i 1 , j 2 u i , j u i 1, j ui , j 1 2 u i , j u i , j 1
Substituting u xx and u tt in 1 , we
h2 k2
have
u i 1, j 2 u i , j u i 1, j u i , j 1 2 u i , j u i , j 1
c2 0
h2 k2
k c u i 1, j 2 k c u i , j k c u i 1, j h u i , j 1 2 h 2 u i , j h 2 u i , j 1 0
2 2 2 2 2 2 2
2 2 2
k 2 k 2 k 2
c u i 1, j 2 c u i , j c u i 1, j u i , j 1 2 u i , j u i , j 1 0
h h h
2 ui , j 2 2 c 2 ui , j 2 c 2 ui 1, j ui 1, j u i , j 1 ui , j 1
ui , j 1 2 1 2 c 2 ui , j 2 c 2 ui 1, j ui 1, j ui , j 1 where
k
h
.
4 yi 1 8 yi 4 yi 1 yi 0
4 yi 1 9 yi 4 yi 1 0 ..................... 2
Substituting i 1 in 2 , we have
4 y0 9 y1 4 y 2 0
Given y 0 0 , y 2 1 , we have 4 0 9 y1 4 1 0 implies
9 y1 4 implies
4
y1 .
9
1
x 0 1
2
4
y 0 1
9
20. Write down the finite difference scheme for the differential equation
d2y dy
2
3 2. [M/J06]
dx dx
Given y n 3 y n 2
y n 1 2 y n y n 1 y n 1 y n 1
2 3 2
h 2h
2 y n 1 2 y n y n 1 3 h y n 1 3 h y n 1 2 2 h 2
2 3 h yn 1 2 yn 2 3 h yn 1 4 h 2 .
d2y
21. Obtain the finite difference scheme for the differential equation 2 y 5.
dx 2
Given 2 y n y n 5 [N/D06,N/D07,M/J13,M/J16]
y n 1 2 y n y n 1
2 yn 5
h2
2 y n 1 2 y n y n 1 h 2 y n 5
2 y n 1 h 2 2 y n 2 y n 1 5h 2
d2y
22. State finite difference approximation for and state the order of truncation
dx 2
error. [A/M08]
y n 1 2 y n y n 1
y n
h2
23. Write the finite difference scheme for the second order differential equation
1
y f , h . [N/D09]
n
y n 1 2 y n y n 1
y n
h2
Given y f x , y hence y n f xn , y n and h
1
n
Therefore, f xn , y n n 2 y n 1 2 y n y n 1
dy d2y
24. State central finite difference expression for and . [A/M11,N/D14, N/D15]
dx dx 2
y n 1 y n 1 y n 1 2 y n y n 1
y n y n
2h h2
25. Write down the difference equation to solve y 4 y 4 y 0 , y0 0 , y1 1 .
Given y n 4 y n 4 y n 0 [N/D11]
y n 1 2 y n y n 1 y n 1 y n 1
4 4 yn 0
h2 2h
ba 1
h
n 4
Hence 2 y n 1 7 y n 6 y n 1 0 for n 1, 2 , 3 ,........
PART-B
1. Deduce the standard five point formula 2 u 0 . Hence solve it over the square region
by the boundary conditions as in the figure below: [A/M10,N/D15]
2. Solve the elliptic equation u xx u yy 0 for the following square mesh with boundary
values as shown: [M/J12,N/D15]
2u 2u
3. Solve the Laplace’s equation 0 at the interior points of the square region
x 2 y 2
given as below: [M/J16]
0 11.1 17.0 19.7 18.6
u1 u2 u3
0 21.9
u4 u5 u6
0 21.0
0 u7 u8 u9 17.0
uuuuuuu u1
1 2
2 1
C D
2 1
5. Solve u xx u yy 0 over the square mesh of side 4 units satisfying the following
boundary conditions [A/M 10,N/D 11,M/J 12,N/D14,N/D16 ,A/M18]
(i) u0 , y 0 for 0 y 4
(ii) u4 , y 12 y for 0 y 4
(iii) ux , 0 3 x for 0 x 4
(iv) ux , 4 x 2 for 0 x 4
6. Given the values of u x , y on the boundary of the square in fig. evaluate the function
u x , y satisfying the Laplace equation 2 u 0 at the pivotal points of this fig. by
Gauss Seidel method. [A/M15]
58 II YEAR EIE QUESTION BANK PEC
NUMERICAL METHODS
u1 u2
2000 500
u3 u4
2000 0
1000 500 0 0
7. Solve u 8 x y in the square region 2 x , y 2 with u 0 on the boundaries
2 2 2
u1 u2 u1
u2 u3 u2
u1 u2 u1
12. By iteration method solve the elliptic equation u x x u y y 0 over the square region of
side 4 , satisfying the boundary conditions. [N/D13]
i u 0 , y 0 , 0 y 4
59 II YEAR EIE QUESTION BANK PEC
NUMERICAL METHODS
ii u 4 , y 8 2 y , 0 y 4
x2
iii u x , 0 , 0 x 4
4
iv u x , 4 x 2 , 0 x 4
Compute the values at the interior points correct to one decimal with h k 1 .
13. Solve numerically 4 u xx utt with the boundary conditions u0 , t 0 , u4 , t 0 and
the initial conditions ut x , 0 0 and ux , 0 x 4 x , taking h 1 (for 4 time steps)
[N/D10,N/D15,M/J16,A/M17,A/M17]
14. Solve 25 u xx utt 0 for u at the pivotal points, given u0 , t u5 , t 0 , ut x , 0 0
and ux , 0 x 5 x for one half period of vibration (taking h 1 ). [A/M11]
2u 2u u
15. Solve 2 , 0 x 1 , t 0 given ux , 0 0 , x , 0 0 , u0 , t 0 and
t 2
x t
u1, t 100 sin t . Compute ux , t for four times steps with h 0.25 .[N/D10,A/M18]
2u 2u
16. Solve the equation 2 , 0 x 1 , t 0 satisfying the conditions ux , 0 0 ,
x 2 t
u
x , 0 0 , u0 , t 0 and u1, t 1 sin t . Compute ux , t for 4 time- steps by
t 2
1
taking h . [N/D12]
4
2 u 2 u
17. Solve the wave equation , 0 x 1 , t 0 , u 0 , t u 1, t 0 , t 0 ,
x2 t2
1 , 0 x 0.5 u
u x , 0 and x , 0 0 , using h k 0.1 , find u for three time
1 , 0.5 x 1 t
steps. [M/J14]
18. Evaluate the Pivotal values of the equation ut t 16 u x x taking x 1 upto t 1.25 .
The boundary conditions are u0 , t u 5 , t ut x , 0 0 and ux , 0 x 2 5 x .
[A/M15,N/D16]
19. Solve yt t y x x upto t 0.5 with a spacing of 0.1 subject to y0 , t 0 y 1, t ,
yt x , 0 0 and yx , 0 10 x 1 x . [A/M15]
20. Solve ut t u x x , 0 x 2 , t 0 subject to u x , 0 0 , ut x , 0 100 2 x x 2 ,
u 0 , t 0 , u 2 , t 0 , choosing h
1
compute u for four time steps. [N/D13]
2
2 f f
21. Given
t
, f 0 , t 0 f 5 , t , f x , 0 x 2 25 x 2 , find f in the range
x 2
22. Solve ut u xx in 0 x 5 , t 0 given that u0 , t 0 , u5 , t 0 , ux , 0 x 2 25 x 2 .
Compute u up to t 2 with x 1 , by using Bender-Schmidt formula. [N/D10]
u u
, given u0 , t 0 , u5 , t 0 , ux , 0 x 2 25 x 2 , find u in the range
2
23. Solve
x 2
t
taking h 1 up to 3 seconds using Bender-Schmidt recurrence equation. [A/M11]
2 u u
24. Sol , subject to u0 , t u 1, t 0 , ux , 0 sin x , 0 x 1 using
ve x
2
t
Bender-Schmidt method. [M/J12,N/D15]
2 u u
25. Using Bender-Schmidt’s method solve given u 0 , t 0 , u 1, t 0 ,
x2 t
u x , 0 sin x , 0 x 1 and h 0.2 . Find the value of u upto t 0.1 . [M/J14,N/D16]
2 u u
26. Solve given u0 , t 0 , u4 , t 0 , ux , 0 x 4 x assuming h k 1 . Find
x 2 t
the value of u upto t=4 with Δx=Δt=1. [A/M11,N/D17]
27. Solve u xx 32 ut , h 0.25 for t 0 , 0 x 1 , u0 , t 0 , ux , 0 0 , u1, t t . [M/J16]
k c2
28. Obtain the Crank-Nicholson finite difference method by taking 1 . Hence
h2
2 u u
find ux , t in the rod for two times steps for the heat equation , given
x 2 t
ux , 0 sin x , u0 , t 0 , u1, t 0 . Take h 0.2 . [A/M10]
u 2u
29. Solve the equation subject to the condition ux , 0 sin x , 0 x 1 ;
t x2
u0 , t u1, t 0 using Crank-Nicholson method. [A/M15]
u 2 u
Using Crank-Nicholson method, solve 2 subject to ux , 0 0 , u0 , t 0 and
t x
u1, t t (i) taking h 0.5 and k and (ii) taking h and k . [A/M10,N/D16]
1 1 1
8 4 8
2 u u
30. Use Crank-Nicholson method to solve the equation , satisfying the conditions
x 2 t
ux , 0 0 , u0 , t 0 and u1, t 200 t . Compute u for one time step, taking x 0.25
and t 0.125 . [A/M11]
u 2 u
31. Solve 2 in 0 x 5 , t 0 given that ux , 0 20 , u0 , t 0 and u5 , t 100 .
t x
Compute u for one time step with h 1 by Crank-Nicholson method. [N/D11]
32. Using Crank-Nicholson implicit scheme, solve the heat equation
u xx ut , t 0 , 0 x 1 subject to the conditions ux , 0 0 , u0 , t 0 and u1, t t for
two time steps. [M/J12]
u 2 u
33. Using Crank-Nicolson’s scheme, solve 16 , 0 x 1 , t 0 subject to
t x2
u x , 0 0 , u 0 , t 0 , u 1, t 100 t . Compute u for one step in t direction taking
1
h . [N/D13,A/M17]
4
2u u
34. Solve by Crank-Nicholson’s method for 0 x 1 , t 0 given that
x2 t
u0 , t 0 , u1, t 0 and ux , 0 100 x 1 x . Compute u for one time step with
1 1
h and k . [N/D14,A/M17]
4 64
35. Find the values of the function ux , t satisfying the differential equation ut 4 u xx and
x2
the boundary condition u0 , t 0 u8 , t and u x , 0 4 x at the point x i ,
2
1
i 0 ,1, 2 , 3 , 4 , 5 , 6 , 7 , 8 , t j , j 0 ,1, 2 , 3 , 4 , 5 . [N/D15]
8
u 2u
, u 0 , t 0 , u4 , t 0 and u x , 0 16 x 2 . Find
x
36. Given that
t x 2
3
ui j ; i 1, 2, 3, 4 and j 1, 2 by using Crank-Nicholson method. [M/J16]
37. Solve the boundary value problem y x y subject to the conditions y0 y 0 1 ,
COURSE OUTCOMES
Course
Statement
Outcome
CO - PO MAPPING
CO1 3 - - - - - - - - - - - 3 - -
CO2 3 - - - - - - - - - - - 3 - -
CO3 3 - - - - - - - - - - - 3 - -
CO4 3 - - - - - - - - - - - 3 - -
CO5 3 1 - - - - - - - - - - 3 1 -
CO6 3 1 - - - - - - - - - - 3 1 -
AVG 3 1 - - - - - - - - - - 3 1 -
UNIT – I
Measurement of Force, Torque and Speed
PART-A
19. Mention the advantages and disadvantages of stroboscope. [Nov-Dec 2015] [R]
Advantages:
Imposes no load on the shaft hence no power loss.
non contact type hence, no attachments needed.
convenient to use for spot checks on machinery speeds and laboratory work.
Disadvantages:
The variable frequency oscillator circuit cannot be stabilized to give a fixed
frequency hence less accurate than digital meters.
cannot be used where ambient light is above a certain level.
requires well defined lightening conditions for efficient operations.
errors are caused due to slight variation in the frequency.
20. Write the formula for determining the actual speed in a stroboscope. [U]
Actual speed, fr = flfn [n-1] / [ fn - fl ], where
fn is the highest flashing speed
fl is the lowest flashing speed
n is the no. of flashing frequencies
21. Define load cell. Mention its types. [Nov-Dec 2016] [R]
A load cell is a transducer that is used to create an electrical signal whose magnitude
is directly proportional to the force being measured. The various load cell types include
hydraulic, pneumatic, and strain gauge.
22. Write down the range, accuracy and resolution in hydrostatic or hydraulic load cell.
Range of force measurement = 0 to 30000 N [U]
Accuracy= 0.1%
Resolution= 0.02%
23. Why magneto elastic load cell is also called pressductor load cell? [R]
The degree of change has a direct relationship with the applied stress or force. So it is
called pressductor load cell.
24. What are the advantages of magneto elastic load cell? [R]
Extremely robust transducer
Produces relatively high output signal levels
Overload ratings are as high as 15 times the rated loads
25. How force is measured using piezoelectric load cell? [Nov-Dec 2015] [U]
Piezoelectric load cells work on the principle of Piezoelectric Effect which is the
ability of certain materials to generate an electric charge in response to applied
mechanical stress. Piezoelectric load cells are useful for dynamic measurements of force.
The figure shows the centers of symmetry of the charges move apart on the application
of force and charge can be measured at the top and bottom of the crystal.
26. What is magneto elastic effect? [APRIL/MAY 2017][R]
The inverse magnetostrictive effect (also known as magnetoelastic effect or Villarian
effect) is the name given to the change of the magnetic susceptibility of a material when
subjected to a mechanical stress.
Magnetostriction is a property of ferromagnetic materials that causes them to change
their shape when subjected to a magnetic field. The effect was first identified in 1842 by
James Joule when observing a sample of nickel. This effect can cause losses due to
frictional heating in susceptible ferromagnetic cores.
27. Write down the excitation voltage and accuracy of strain gauge load cell. [U]
Excitation voltage may be a.c. or d.c in the range of 5 to 25 volts.
Accuracy is +0.1% of the full scale output.
PART–B
1. Explain in detail the strain gauge type load cells and piezo-electric load cell.
[Apr-May2017][Nov-Dec 2016][U]
2. Derive the relationship between gauge factor and pistons ratio for a given strain gauge.
[Nov-Dec 2017] [U]
3. Explain the construction and operation of hydraulic load cell and pneumatic load cell.
[Apr-May 2015] [U]
4. Explain the construction and operation of magneto elastic type load cell.
[Nov-Dec 2015][Nov-Dec 2016][U]
5. Explain any two types of torque measurement with neat sketch. [Nov-Dec 2016] [U]
6. List the basic means of force measurement techniques. [Apr-May 2015] [R]
7. Explain speed measurement using capacitive tacho and drag cup type tacho.
[Nov-Dec 2015][U]
8. Describe the construction and working of differential pressure type densitometer.
[Nov-Dec 2017][AP]
9. Explain how calibration of pressure gauge is carried out using dead weight tester and
mentions the factors affecting the accuracy of dead weight. [Nov-Dec 2017] [U]
PART-C
1. In a LVDT pick up the output voltage is a linear function of the core position, the stoke
being 2cm from the null positions and the maximum output is 21V. Determine the change
in output voltage when sensing a displacement of 0.1cm. If the noise voltage is 50mV,
what is the maximum possible resolution? [Nov-Dec 2015] [AP]
2. What is meant by tacho generators? Explain about A.C and D.C Tacho generators.
[Apr-May2017] [Nov-Dec 2015] [U]
3. Illustrate with a neat diagram, the principle of operation, construction and working of
Stroboscope [Apr-May2017] [Nov-Dec 2016] [AP]
4. A piezoelectric type accelerometer has a sensitivity of 100Mv/g. The transducer is
subjected to a constant acceleration of 5g. Find the steady state output of the transducer
[Nov-Dec 2015] [AP]
5. A strain gauge has a gauge factor of 4. If the strain gauge is attached to a metal bar, that
stretches from 0.25m to 0.258 m when strained. What is the percentage of change in
resistance? If the unstained value of the gauge is 120 ohm, what is the resistance value of
the gauge after it is stained? [Nov-Dec 2017] [AP]
UNIT – II
Measurement of Acceleration, Vibration and Density
PART-A
PART-B
1. Write short notes on variable reluctance type accelerometer and strain gauge
accelerometer [Apr-May2017] [Nov-Dec 2016][Nov-Dec 2015][U]
2. Write a short note on Calibration of vibration pickup. [Nov-Dec 2015][U]
3. Explain the construction and operation of Float type, ultrasonic type densitometer.
[Nov-Dec 2016], and Hydrostatic type densitometer [Nov-Dec 2016][U]
4. Derive and explain the amplitude and phase response of seismic Accelerometer.
[Nov-Dec 2016][U]
5. Explain the construction and operation of Bridge type densitometer and Pressure head type
densitometer. [Apr-May 2015][U]
6. Derive the expression of output from drag cup rotor AC tachogenerator
[Apr-May 2015][Nov-Dec 2017][AP]
7. Explain the construction and operation of mechanical type vibrometers [U]
8. Describe the construction and working of differential pressure type densitometer.
[Nov-Dec 2017] [AP]
9. Describe the working of following gas densitometer with neat sketch a) Electromagnetic
suspension type b) Thermal conductivity densitometer. [Apr-May 2017][R]
PART-C
1. Illustrate with a neat diagram, the principle of operation, construction and working of
LVDT type Accelerometer and piezo electric type Accelerometer .
[Apr-May2017][Nov-Dec 2015/2017] [AP]
2. A seismic instrument has a natural frequency of 4 Hz and a damping ratio of 0.66. If the
system is excited by a frequency 6Hz, determine the error due to the proximity of excited
frequency with natural frequency of the instrument [Apr-May 2015] [AP]
3. Seismic instrument as an accelerometer and vibrometer. Justify. [Nov-Dec 2015] [E]
4. Analyse three stages of measuring system for seismic mass accelerometer with the help of
neat sketch. [Nov-Dec 2017] [AZ]
UNIT-3
Measurement of Viscosity, Humidity & Moisture
PART-A
capacitance. Typical capacitance at 50% relHum is 100 to 500pF, with 0.2 to 0.5pF
change per 1% relHum.
As the sensor uses water vapour in the air, placing the sensor in the path of moving air
allows it to respond faster. Relative humidity is directly dependant on the temperature
and the sensor has a thermistor used for calibration.
34. How microwave type moisture measurement instruments work? [R]
In materials with bipolar molecular structure, (i.e. water), the electric field of
microwaves can induce oscillations whilst travelling through the medium. During
transmission, (where the substance to be analysed is placed between the micro wave
emitter and detector) the micro wave intensity arriving at the detector decreases with
increasing of moisture. The moisture content can then be calculated by taking into
account the absorption of the dry substance and some geometrical factors.
In reflection the procedure is equivalent, except that both micro wave emitter and
detector are mounted on the same side of the substance.
35. List the advantages of micro wave moisture determination technique. [R]
MWs are not sensitive to pH and conductivity of the material to be measured.
Total moisture (surface as well as inherent) is measured.
Contactless measurement: No abrasion of the sensors, no sticking of material, no
interference with the process.
The measurement gives instantaneous results ("real time measurement") and can be
utilised for process control.
36. List the materials whose moisture content is measured using micro wave moisture
determination technique. [R]
Some examples of material which can be measured are coal, sand, gravel, wood chips,
potatoes, pommes chips, tobacco, seed corn etc.
37. Limitations of micro wave moisture determination technique. [R]
Nearly all bulk goods can be measured by means of microwaves with few restrictions.
The water molecules are not able to oscillate, if they are captured in small areas like
capillaries which causes problem in the measurement. For the same reason crystal water
and ice do not respond to the measurement are the few limitations of microwave
moisture measurement technique.
38. How an IR type moisture measuring instrument works? [R]
A portion of the light (typically quartz halogen bulb), collimated and filtered into
specific wavelengths is directed onto the surface of the product whose moisture has to be
measured. The reflected light falls on the detector (usually lead sulfide). Specific
wavelengths of light are absorbed by water content (moisture) in the product. The
amplitude of the reflected wavelengths will be proportionate to the amount of water in
the product.
39. How a resistive type moisture measuring instrument works? [R]
The measuring electrode forming a part of the bridge circuit is permitted to contact
the sample. A regulated voltage applied to the electrodes maintains a small current flow
through the material. Changes in the moisture level of the sample result in a change of
electrode current and bridge imbalances. The amount of imbalance is related to the
moisture content.
40. List the limitations of resistive type moisture measuring instrument. [R]
The measurement is strongly influenced by contact pressure between sample and
electrodes, operating temperature, packing density and particle size.
The resistance measured by the instrument is very high therefore good insulation is
required at the electrodes to prevent leakage currents from introducing an error into the
instrument.
41. How a NMR type moisture measuring instrument works? [R]
NMR is capable of distinguishing the different atoms in a sample, based on the
different absorption characteristics of the nucleus of these atoms of radio frequency
energy, when the atoms are placed in a constant magnetic field.
42. List the advantages and disadvantages of NMR type moisture measuring instrument. [R]
Advantages: Disadvantage:
Speed ● high cost
Accuracy
Non-destructive testing
PART – B
1. Explain the construction and principle of operation of dry bulb psychrometer with neat
sketch. N/D-14, N/D-15, A/M-15, M/J-16 [U]
2. Summarize the principle of humidity measurement. Explain the working principle of any
one type of hygrometer with neat sketch. N/D-14, N/D-15, A/M-15, M/J-16 [U]
3. Explain how moisture is measured in granular materials and solid penetrable materials.
N/D-14, N/D-15, A/M-15, M/J-16 [U]
4. Discuss the principle of operation of different methods of moisture measurement. [C]
5. Generalize commercial type dew point meter and rotameter type viscometer in detail with
a neat sketch. N/D-14, N/D-15, A/M-15, M/J-16 [U]
6. Analyze consistency meters with neat sketch. N/D-14, A/M-15, M/J-16 [AZ]
7. Describe the moisture measurement using distillation method with a block diagram.
N/D-15 [U]
PART-C
1. A rotameter uses a cylindrical float of 3.5 cm height, 3.4 cm diameter and density of
3985 kg/cm3. The maximum inside diameter of the metering tube is 6cm. Determine the
maximum flow rate handling capacity in [m3/sec] of the rotameter if the fluid id water.
Assume Cd = 0.75. [E]
2. Determine the nominal flow velocity [in cm/sec] at the orifice [diameter: 30mm] kept in
a pipe of 60mm diameter. Reynolds number R is 105. Assume density of water= 1000
kg/m3 and kinematic viscosity [k] is 10-2 cm2/sec. [E]
3. The flow of cooling water is measured with the help of a horizontal venturimeter with
200 mm inlet and 100 mm throat. A U-tube manometer connected between the inlet and
UNIT - 4
Temperature Measurement
PART- A
1. Define temperature. [R]
The temperature of a substance is a measure of hotness or coldness of that substance.
6. Give the relationship between Celsius scale, Fahrenheit scale and Kelvin scale? [U]
C/5 = [F-32]/9 = [K+273]/5
7. Write the relationship between Kelvin scale & Rankine scale? [U]
The Kelvin scale measures thermodynamic temperature with the kelvin being a
base unit of the International System [SI] of units, whereas Rankine is typically
associated with the imperial system or the US customary system of units;
They are related by a scale factor: 1 R = [5/9] K.
8. Define triple point. [R]
A particular temperature and pressure at which three different phases of one substance
can exit in equilibrium is known as ―triple point‖.
9. Mention the properties of good manometric liquid. [Nov-Dec 2015] [R]
it should be of high density.
it should be of low vapour pressure.
78 II YEAR EIE QUESTION BANK PEC
INDUSTRIAL INSTRUMENTATION – I
Rugged construction.
Absence of need of electric power.
25. List some of the disadvantages of bimetallic thermometers. [U]
Possibility of calibration change due to rough handling.
Not very accurate
Not suitable for measuring lower temperature as the metals and metallic alloys show
nearly same expansion or contraction in lower range of temperature.
Availability of indication type only.
26. What are the methods used for thermometer calibration? [April-May 2015][R]
Ice point method
boiling point method
triple point method
27. How an IC sensor measures temperature? [U]
Transistors are sensitive to temperature variations. It has been found that if two
identical transistors are operated at a constant ratio of collector current densities, then the
difference in their base-emitter voltages will be directly proportional to absolute
temperature.
Therefore as temperature decreases the base bias must be increased to maintain the
collector current constant. The base bias voltage is usually converted to current by a low
temperature coefficient thin film resistor. The current output units are usually set for a
one microampere output change per kelvin (Celsius), while the voltage output
configuration generates 10mV per degree kelvin
28. Define first law of thermocouple. [R]
The thermal emf of a thermocouple with junctions at T1 and T2 is totally unaffected
by temperature elsewhere in the circuit if two metals used are each homogenous.
29. List the types of thermocouple. [Apr-May 2015] [R]
Nickel-alloy thermocouples : Type E, Type J, Type K, Type M, Type N, Type T
Platinum/rhodium-alloy thermocouples: Type B, Type R, Type S
Tungsten/rhenium-alloy thermocouples: Type C, Type D, Type G
30. What are the two types of signal conditioning? [R]
Analog Digital
31. What are the possible ways of signal conditioning? [R]
Linearisation signal transmission
Conversion Digital interface
32. Define heat radiation. [R]
When a body is heated, it emits thermal energy known as heat radiation.
33. Define Stefan Boltzmann law. [Nov-Dec 2016][R]
Stefan-Boltzmann law, statement that the total radiant heat energy emitted from a
surface is proportional to the fourth power of its absolute temperature. If E is the radiant
heat energy emitted from a unit area in one second and T is the absolute temperature [in
degrees Kelvin], then E= σT4, the Greek letter sigma [σ] representing the constant of
proportionality, called the Stefan-Boltzmann constant.
This constant has the value 5.670367 × 10−8 watt per metre2 per K4. The law applies
only to blackbodies, theoretical surfaces that absorb all incident heat radiation.
34. Define pyrometry. [R]
Pyrometry is the technique for measuring the body‘s temperature by measuring it‘s
electromagnetic radiation.
35. What are the two types of pyrometer? [R]
Radiation pyrometer
Optical pyrometer.
36. Give the values of temperature coefficient of resistance in platinum and nickel? [R]
Pt - 0.004, Ni – 0.005
37. What is the advantage of optical pyrometer? [R]
It is used to measure high temperature.
38. How the calibration is adjusted in optical pyrometer? [E]
By adjusting the emissivity.
39. What are the errors in total radiation pyrometer? [R]
They are sensitive to emittance errors.
Sensitive to any obstructions in the line of sight between the pyrometer and the hot
body.
40. List some of the applications of total radiation pyrometer? [Apr-May2017][R]
used for moving target.
used in furnaces.
used for the temperatures above the practical operating range of thermocouple.
41. What are the advantages of total radiation pyrometer? [R]
High temperature measurement.
Fast response speed.
Moderate cost and high output.
42. State the radiation pyrometer principle. [Apr-May 2015][R]
The radiation pyrometer measures the heat emitted by a hot object. The radiation
pyrometers operate on the principle that the energy radiated from a hot body is a function
of its temperature. The energy radiated by the hot body whose temperature is measured is
focused by the lens to the detector. The detector is a thermocouple or bolometer
[bolometer is a thermal device that changes electrical resistance with temperature
change]. The detector output is given to a PMMC instrument, digital display or recorder.
PART-B
1. Explain in detail about RTD. Explain the need and working of 3 lead and 4lead RTD.
[Nov-Dec 2015][U]
2. Write short notes on [U]
i. Bimetallic thermometer [Apr-May 2017] [Nov-Dec 2016/2017]
ii. Thermistor [Nov-Dec 2015]
iii. Different standards and units of temperature scale
3. Write short notes on [U]
i. Calibration thermometer
ii. Vapour pressure filled system thermometer
4. Explain in detail about different types of filled system thermometers with neat sketch.
Explain how they are calibrated. [Apr-May 2017][R]
5. What is the need for reference junction compensation in thermocouples? Describe the
various methods of practical thermocouple reference junction compensation.
[Nov-Dec 2017][R]
PART-C
1. What are the Different sources of errors in filled system thermometers and explain their
compensation. [Nov-Dec 2017][Nov-Dec 2016][Apr-May 2015] [R]
2. Explain the construction and working of Special techniques for temperature
measurement. [U]
3. Explain the construction and working of Response of thermocouple and describe any
three references or cold junction compensation. [Apr-May 2017][U]
4. Explain the construction and working of Laws of thermocouple and Fiber optic method
to measure temperatures. [Nov-Dec 2017] [U]
5. Explain in details the Thermocouple signal conditioning circuit and its characteristics [U]
6. Explain how fiber optic temperature measurement is advantageous than other methods.
[Apr-May2015] [U]
7. Suggest a suitable measuring system to measure the inside temperature of nuclear
reactor. [Nov-Dec 2017][E]
UNIT - 5
Pressure Measurement
PART - A
1. What are the main parts of an electrical pressure transducer? [R]
Pressure sensing element such as a bellow, a diaphragm or a bourdon tube.
Primary conversion element. e.g., resistance or voltage.
Secondary conversion element.
2. Draw the diagram to show the range of different pressures. [R]
24. List out the limitations of ionization gauge. [Apr-May 2015] [R]
The lower range of hot cathode gauges is limited by the residual current.
Therefore, the measurement has an increasingly high uncertainty, if the pressure
is smaller than 3 to 4 times the x-ray limit.
The life time of the hot cathode gauge is typically limited by the contamination
by the vacuum system or by the depletion of the filament coating layer.
25. Determine the range of pressure which can be measured by Pirani gauge &
thermocouple gauge [U]
-5
In Pirani gauge-> Pressure range from 10 torr to 1 torr can be measured.
In thermocouple gauge-> Pressure range from 10-4 torr can-be measured.
26. What are the disadvantages of LVDT pressure transducer? [R]
Large core displacement are required for appreciable amount differential output.
Temperature affects the performance of the transducer.
They are sensitive to stray magnetic fields.
27. Write the principle of operation of an ionization gauge? [U]
Operation of ionization gauge follows Boyle's law
[i.e.,] at constant temperature, the ratio of pressure of two
gases is equal to the ratio of the two densities. A hot
filament emits electrons which are accelerated to go inside
a cylindrical wire cage. In the cage the electrons hit rest gas
molecules and ionize them. The ions are collected at the
wire in the middle of the cage and the current from that
wire is a measure for the pressure. The ion current is proportional to the pressure of the
rest gas.
28. What is the principle of operation of a capacitive pressure transducer? [U]
A linear change in capacitance with changes in the physical position of the moving
element may be used to provide an electrical indication of the element‘s position. It is
based on the principle of the capacitance equation of the parallel plate capacitor
C = ε0εrA/d farad
where, ε0 = 8.85 * e -12 farad / m
εr = Dielectric constant
A = Area of each plate
d->Distance between two plates.
From this equation, it is seen that capacitance increases if the effective area of the
plate is increased, and if the material has a high dielectric constant. The capacitance is
reduced if the spacing between the plates is increased. Transducers which make use of
these three methods of varying capacitance have been developed.
PART-B
1. Describe the methods of measurement of Low pressure using
i. Ionization type vacuum gauge [Apr-May 2017][R] [Apr-May 2015][AP]
ii. Thermal Conductivity gauge
2. Discuss the methods of pressure measurement using [R]
i. Bourdon tube
ii. Bellows
iii. Diaphragm
3. State the Different Types of Manometer and explain the construction and working of any
three. [U]
4. With neat sketch describe the method of differential pressure using [AP]
i. capacitive transducer
ii. resonator pressure sensor [Apr-May 2015]
5. Describe working of capacitive type pressure gauge and potentiometric pressure gauge
[Nov-Dec 2015/2016] [AP]
6. Explain in detail about electrical method of pressure measurement using neat diagram.
[Apr-May 2017][R]
PART-C
1. Explain capacitive type pressure gauge and Strain gauge type pressure sensor with
diagram and application. [U]
2. Explain how calibration of pressure gauge is carried out using dead weight tester and
mention and what are the factors affect the accuracy of dead weight tester?
[Nov-Dec 2015/2016] [U]
3. Explain the construction and operation of McLeod Gauge and Resonator type pressure
transducer [Nov-Dec 2015][U]
4. How LVDT can be used for process pressure measurement? Explain. [Nov-Dec 2017] [U]
COURSE OUTCOMES
Course
Statement
Outcome
CO - PO MAPPING
CO1 3 2 3 2
CO2 3 3 3 2
CO3 3 3 2 2 3 2
CO4 3 3 3 2
CO5 3
3 3 2
CO6 3 2 3 2
AVG 3 2.67 2 2 3 2
UNIT I
IC Fabrication
PART – A
2. State the limitations of IC technology. (N/D 17) (N/D 16) (A/M 16) [U]
Devices using ICs must generally be designed to work with discrete inductors
(coils) external to the ICs themselves.
High-power operation necessitates a certain minimum physical mass and volume
because the components generate a lot of heat. Effective removal of this heat
requires hefty objects, such as heatsinks.
3. Distinguish between dry and wet etching. (N/D 17) (A/M 16) [AZ]
7. Classify ICs on the basis of application, device used and chip complexity.
(N/D 15) [R]
11. Give the difference between monolithic and hybrid ICs [AZ]
12. What are basic processes involved in fabricating ICs using planar technology? [R]
Silicon wafer (substrate) preparation
Epitaxial growth
Oxidation
Photolithography
Diffusion
Ion implantation
Isolation technique
Metallization
Assembly processing & packaging
13. List out the steps used in the preparation of Si – wafers. [R]
Crystal growth &doping
Ingot trimming & grinding
Ingot slicing
Wafer policing & etching
Wafer cleaning
14. Write the basic chemical reaction in the epitaxial growth process of pure silicon. [R]
The basic chemical reaction in the epitaxial growth process of pure silicon is the
hydrogen reduction of silicon tetrachloride.
1200oC
SiCl4 + 2H2 <-----------> Si + 4 HCl
15. What are the two important properties of SiO2? [R]
SiO2 is an extremely hard protective coating & is unaffected by almost all reagents
except by hydrochloric acid. Thus it stands against any contamination.
By selective etching of SiO2, diffusion of impurities through carefully defined
windows in the SiO2 can be accomplished to fabricate various components.
16. Explain the process of oxidation. [U]
The silicon wafers are stacked up in a quartz boat & then inserted into quartz furnace
tube. The Si wafers are raised to a high temperature in the range of 950 to 1150oC & at the
same time, exposed to a gas containing O2 or H2O or both. The chemical action is
Si + 2H2O -----------> Si O2+ 2H2
17. What is meant by molecular beam epitaxy (MBE)? [R]
In the molecular beam epitaxy, silicon along with dopants is evaporated. The
evaporated species are transported at a relatively high velocity in a vacuum to the substrate.
The relatively low vapour pressure of silicon & the dopants ensures condensation on a low
temperature substrate. Usually, silicon MBE is performed under ultra high vacuum (UHV)
condition of 10-8 to 10-10 Torr.
18. What are the advantages of Molecular Beam Epitaxy( MBE )? [U]
It is a low temperature process, useful for VLSI. This minimizes out diffusion & auto
doping.
It allows precise control of doping& permits complicated profiles to be generated.
Linear doping profile desirable for varactor diode in FM, can be obtained with MBE.
Wider choice of dopants can be used.
93 II YEAR EIE QUESTION BANK PEC
LINEAR INTEGRATED CIRCUITS AND APPLICATIONS
PART – B
2. Elaborate the fabrication of MOS ICs with suitable diagram. (A/M 18) [R]
3. Explain the basic process used in silicon planar technology with neat diagram.
(N/D 17) [U]
4. Write a note on classification of IC and IC packages. (N/D 17) (A/M 15) [R]
5. With neat illustrations explain the various steps involved in the IC fabrication process.
(A/M 17) [U]
6. With circuit diagram explain the steps involved in the fabrication of the circuit shown
below using IC technology. (A/M 17) [U]
7. Describe about epitaxial growth process. (N/D 16) (A/M 15) [U]
8. Explain in detail about the Photolithography process with neat diagram. (N/D 16) [U]
9. Write a note on masking and etching process in IC fabrication. (N/D 16) [R]
10. State the limitations of IC technology. (A/M 16) [U]
11. Distinguish between dry etching and wet etching. (A/M 16) [AZ]
12. Why IC 741 is not used for high frequency applications. (A/M 16) [U]
13. Explain the various steps involved in fabrication of a typical transistor into monolithic
ICs. (N/D 15) [U]
14. What is thin and thick film technology ? Explain various methods used for deposition of
thin film technology. (N/D 15) [R]
15. Briefly explain the various process involved in fabrication monolithic IC which
integrates diode, capacitance and FET. (A/M 15) [U]
PART – C
1. What are the new trends in Integrated Circuit technologies and explain about its scope
for future technologies. (A/M 18) (N/D 17) (N/D 16) [U]
2. Write a note on recent fabrication technologies of FET for industrial applications.
(A/M 18) [R]
3. Explain in detail the recent fabrication methods of diode and capacitance for industrial
applications. (N/D 17) [U]
4. Write a note on recent fabrication methods of FET for industrial applications.
(N/D 16) [U]
UNIT II
Characteristics of OP-AMP
PART – A
2. Compare the ideal and practical op-amp characteristics. (A/M 18) [AZ]
4. Write the advantages of ICs over discrete circuits. (N/D 16) (A/M 15) [U]
Minimization & hence increased equipment density.
Cost reduction due to batch processing.
Increased system reliability
Improved functional performance.
97 II YEAR EIE QUESTION BANK PEC
LINEAR INTEGRATED CIRCUITS AND APPLICATIONS
Matched devices.
Increased operating speeds
Reduction in power consumption
5. Draw the circuit diagram of a symmetrical emitter coupled differential amplifier.
(A/M 17) [R]
10. What do you mean by input offset current and offset voltage ? (A/M 15) [R]
The input terminals conduct a small value of dc current to bias the input transistors.
Since the input transistors cannot be made identical, there exists a difference in bias
currents. The difference between the bias currents at the input terminals of the op-amp is
called as input offset current. A small voltage applied to the input terminals to make the
output voltage as zero when the two input terminals are grounded is called input offset
voltage.
11. Define CMRR. (A/M 15) [R]
The relative sensitivity of an op-amp to a difference signal as compared to a common –
mode signal is called the common –mode rejection ratio. It is expressed in decibels.
CMRR= AD/AC
12. What is OPAMP? [R]
An operational amplifier is a direct coupled high gain amplifier consisting of one or
more differential amplifiers, followed by a level translator and an output stage. It is a
versatile device that can be used to amplify ac as well as dc input signals & designed for
computing mathematical functions such as addition, subtraction, multiplication,
integration & differentiation.
13. What are the different kinds of packages of IC741? [R]
Metal can (TO) package
Dual- in- line package
Flat package or flat pack
14. What are the assumptions made from ideal opamp characteristics? [R]
The current drawn by either of the input terminals (non-inverting/inverting) is
negligible.
The potential difference between the inverting & non- inverting input terminals is
zero.
PART – B
1. Explain the working principle of emitter coupled differential amplifier. (A/M 18) [U]
2. How common mode rejection ratio can be increased using constant current source ?
(A/M 18) [U]
3. Draw the inverting amplifier circuit of an op-amp in closed loop configuration. Obtain
the expression for the closed loop gain. (A/M 18) [R]
4. For a non-inverting amplifier using an op-amp assume R1 = 470 Ω and R2 = 4.7 kΩ.
Calculate the closed loop voltage gain of the amplifier. (A/M 18) [A]
5. Explain the following terms in an op-amp : (N/D 17) [U]
i. Bias current
ii. Thermal drift
iii. Input offset voltage and current
iv. Virtual ground
6. Draw the circuit of a symmetrical emitter coupled differential amplifier and derive for
CMRR. (N/D 17) [R]
7. Determine the output voltage for the following circuits : (A/M 17) [A]
8. With diagram explain the working principle of V/I converter. (A/M 17) [U]
9. Write a note on stability criterion and compensation techniques applicable to opamp
circuit. (A/M 17) [R]
10. Discuss in detail about the DC and AC characteristics of op-amp. (N/D 16) [R]
11. Explain the differential amplifier using op-amp. (N/D 16) [U]
12. Discuss the frequency response characteristics and compensation of an operational
amplifier. (A/M 16, 15) (N/D 15) [R]
13. Explain the application of op-amp as differentiator. (A/M 16) [U]
14. Find V0 for the given circuit. (A/M 16) [A]
15. What is slew rate ? List the causes of the slew rate and explain its significance in
applications. (N/D 15) [R]
16. Draw and explain the operation of a current to voltage converter. (N/D 15) [R]
17. What are the limitations of an ordinary op-amp differentiator ? Draw the circuit of a
practical differentiator that will eliminate these limitations. (N/D 15) [U]
18. Design an op-amp circuit to give an output voltage V0 = 4V1 – 3V2 + 5V3 – V4 where V1
,V2 ,V3, V4 are inputs. (A/M 15) [C]
19. Explain voltage to current converter using operational amplifier. Also explain the
application of op-amp as integrator. (A/M 15) [U]
20. What is slew rate and how it can be improved ? (A/M 15) [R]
21. Draw the circuit diagram of op-amp differentiator, integrator and derive an expression
for the output in terms of the input. [R]
22. Explain in detail about voltage series feedback amplifier. [U]
23. Derive the gain of inverting and non-inverting. [A]
24. Explain and derive the condition for DC-characteristics of an operational amplifier. [U]
PART – C
3. Obtain the closed loop voltage gain of the circuit shown below. [AZ]
UNIT III
Applications of OP-AMP
PART – A
1. What is the use of sample and hold circuit ? (A/M 18) (N/D 17, 16) (A/M 16) [U]
A sample and hold circuit is one which samples an input signal and holds on to its last
sampled value until the input is sampled again. This circuit is mainly used in digital
interfacing, analog to digital systems, and pulse code modulation systems.
The excessive noise spikes above a certain level can be limited or clipped in FM
transmitters by using the series clippers.
For the generation of new waveforms or shaping the existing waveform.
The typical application of diode clipper is for the protection of transistor from
transients
These are frequently used in test equipment, sonar and radar systems.
For the protection of the amplifiers from large errant signals clampers are used.
Clampers can be used as voltage doublers or voltage multipliers.
4. Which is the fastest ADC ? State reason. (A/M 17) [U]
The flash ADC is the fastest type ADC. A flash ADC uses comparators one per voltage
step and a string of resistors. A 4-bit ADC will have 16 comparators, an 8-bit ADC will
have 256 comparators. The conversion speed of the flash ADC is the sum of the
comparator delays and the logic delay.
5. What is Zero crossing detector ? (A/M 15) [R]
A zero crossing detector is a type of voltage comparator, used to detect a sine waveform
transition from positive and negative. It changes the o/p between +Vsat & –Vsat when
the i/p crosses zero reference voltage.
6. Draw the circuit diagram of a zero cross detector with input and output waveforms.
(A/M 17) [R]
7. Draw the circuit of a log amplifier using two op-amps. (N/D 15) [R]
amplified So that it can drive the indicator or display system. This function is performed by
an instrumentation amplifier.
9. List the features of instrumentation amplifier. [R]
High gain accuracy
High CMRR
High gain stability with low temperature co-efficient
Low dc offset
Low output impedance
10. What is a comparator? [R]
A comparator is a circuit which compares a signal voltage applied at one input of an
op-amp with a known reference voltage at the other input. It is an open loop op - amp with
output + Vsat.
11. What is a Schmitt trigger? [R]
Schmitt trigger is a regenerative comparator. It converts sinusoidal input into a square
wave output. The output of Schmitt trigger swings between upper and lower threshold
voltages, which are the reference voltages of the input waveform.
12. What is a multivibrator? [R]
Multivibrators are a group of regenerative circuits that are used extensively in timing
applications. It is a wave shaping circuit which gives symmetric or asymmetric square output.
It has two states stable or quasi- stable depending on the type of multivibrator.
13. What do you mean by monostable multivibrator? [U]
Monostable multivibrator is one which generates a single pulse of specified duration
in response to each external trigger signal. It has only one stable state. Application of a
trigger causes a change to the quasi-stable state. An external trigger signal generated due to
charging and discharging of the capacitor produces the transition to the original stable state.
14. What is an astable multivibrator? [R]
Astable multivibrator is a free running oscillator having two quasi-stable states. Thus,
there is an oscillation between these two states and no external signals are required to
produce the change in state.
15. What is a bistable multivibrator? [R]
Bistable multivibrator is one that maintains a given output voltage level unless an
external trigger is applied. Application of an external trigger signal causes a change of state,
and this output level is maintained indefinitely until an second trigger is applied. Thus, it
requires two external triggers before it returns to its initial state
16. List the broad classification of ADCs. [R]
Direct type ADC.
Integrating type ADC.
17. List out the direct type ADCs. [R]
Flash (comparator) type converter
Counter type converter
Tracking or servo converter
Successive approximation type converter
PART – B
10. Write a note on logarithmic and antilog amplifier using op-amp. (N/D 16) [R]
11. Explain the working of SAR type and flash type A/D converter. (N/D 16) [U]
12. Design a Schmitt trigger using op-amp. (A/M 16) (A/M 15) [A]
13. Draw the instrumentation amplifier using 3 op-amp and derive its output voltage
equation. (A/M 16) [U]
14. Explain the first order low pass butterworth filter with a neat diagram. Derive its
frequency response and plot the same. (A/M 16) [U]
15. Design a second order butterworth low pass filter having upper cut-off frequency of 1
kHz. (N/D 15) [C]
16. Explain how to measure the phase difference between two signals. (N/D 15) [U]
17. Draw a sample and hold circuit and explain its operation. (N/D 15) [R]
18. Design a circuit of a clipper which will clip the input signal below a reference voltage.
(N/D 15) [C]
19. Discuss the second order high pass filter with its frequency response and design the
circuit with the cut-off frequency of 5 kHz. (A/M 15) [C]
20. Explain the working of Instrumentation amplifier. (A/M 15) [U]
21. Explain the working of any one of sinusoidal oscillators. [U]
22. Explain how a comparator can be used as a zero crossing detector. [U]
23. Draw the circuit of a first order and second order butter worth active low pass filter and
derive its transfer functions. [A]
PART – C
1. Explain the operation of Dual slope ADC with neat illustrations? Also prove that this ADC
is free from drifts? [U]
2. With neat schematic representations explain the operation of the following circuits.
i. Positive Peak follower.
ii. Active positive clamper to clamp the input signal above ground state by 5 V. [U]
UNIT IV
Special ICs
PART – A
1. Define the terms lock range and capture range with respect to PLL.
(A/M 18) (A/M 16) (N/D 15) [R]
When PLL is in lock, it can trap freq changes in the incoming signal. The range of
frequencies over which the PLL can maintain lock with the incoming signal is called as
lock range. The range of frequencies over which the PLL can acquire lock with the input
signal is called as capture range.
2. Mention the applications of analog multipliers. (A/M 18) (N/D 17) (A/M 17) [U]
Ring modulator
Product detector
Frequency mixer
Squelch
Analog signal processing
Automatic gain control
True RMS converter
3. Define PULL time of PLL. (N/D 17) [R]
The total time taken by the PLL to establish lock is called pull- in time.
5. Draw the circuit diagram of a PLL circuit used as an AM modulator. (A/M 17)[R]
Voltage squarer
Frequency doubler
Voltage divider
Square rooter
Phase angle detector
Rectifier
7. Draw the functional block diagram of 555 timer IC. (N/D 16) [R]
8. Define duty cycle in astable multivibrator using IC 555. (A/M 15) [R]
109 II YEAR EIE QUESTION BANK PEC
LINEAR INTEGRATED CIRCUITS AND APPLICATIONS
The ratio of high output and low output period is given by a mathematical parameter
called duty cycle. It is defined as the ratio of ON Time to total time. It is given by :
TON
Duty cycle =
TON TOFF
PART – B
1. Explain the functional block diagram of NE 561 phase locked loop. (A/M 18) [U]
2. Narrate the process of FSK demodulation using PLL. (A/M 18) [R]
3. Describe the working principle of the variable trans-conductance analog multiplier.
(A/M 18) [U]
4. Briefly explain the difference between the two operating modes of 555 timer.
(N/D 17) [U]
14. Discuss the operation of a FSK generator using 555 timer. (N/D 15) [R]
15. Draw the block diagram of a VCO and explain its operation. (N/D 15) [R]
16. In the astable multivibrator using 555 timer, R A = 2.2 kΩ, RB = 6.8 kΩ and C=0.01μF.
Calculate tHIGH , tLOW, free running frequency and duty cycle. (A/M 15) [C]
17. Explain the working of a voltage controlled oscillator. (A/M 15) [U]
18. Explain how frequency multiplication is done using PLL. (A/M 15) [U]
19. Draw the block diagram of an Astable multivibrator using 555timer and derive an
expression for its frequency of oscillation. [A]
20. Draw the block diagram of monostable multivibrator using 555timer and derive an
expression for its frequency of oscillation. [A]
PART – C
1. Explain with functional block diagram the operation of 566 Voltage Controlled Oscillator.
Determine the maximum and minimum output frequencies in the circuit shown below. [U]
UNIT V
Application ICs
PART – A
PART – B
1. Explain the working principle of basic linear voltage regulator using op-amp.
(A/M 18) [U]
3. Write a detailed note on switching regulators. (A/M 18) (A/M 16) [R]
4. Briefly explain the working principle of switch mode power supply with necessary
circuit diagrams and waveforms. (N/D 17) [U]
5. Write short notes on the following : (N/D 17, 16) (A/M 17, 16) [R]
LM 380 power amplifier
ICL 8038 function generator.
6. With necessary diagram and waveforms explain the working principle of switched mode
power supply. (A/M 17) [U]
7. What do you mean by the fixed voltage and variable voltage regulator. List its various
applications. (N/D 16) [R]
8. Draw and explain the functional diagram of 723 IC regulator. (N/D 15) [R]
9. Explain fold back characteristics of 723 IC regulator. (N/D 15) [U]
10. Draw the circuit diagram of a LM 380 power audio amplifier and explain its operation.
(N/D 15) (A/M 15) [U]
11. What are the applications of LM 380 power amplifier ? (N/D 15) [U]
12. Explain the working of series voltage regulator. (A/M 15) [R]
13. Explain the working principle of IC 8038 function generator. (A/M 15) [R]
14. What is the principle of switch-mode power supplies ? Discuss its advantages and
disadvantages. (A/M 15) [R]
15. Explain i) Oscillation amplifier. ii) Voltage regulator [U]
PART – C
1. Using 7805 design a current source to deliver a 0.2 A current to a 22 ohm 10 W load.
(A/M 17) [C]
2. Design an adjustable voltage regulator (5V to 15V) using a 723 voltage regulator. [C]
COURSE OUTCOMES
Course
Statement
Outcome
Analyze transfer function model for physical system and control system
CO1
components.
CO2 Analyze the time response of system and steady state error.
CO3 Analyze the open loop and closed loop frequency response of the systems.
Analyze the system stability using Routh criterion, Root Locus &Nyquist
CO4
criterion.
Design Lead, Lag & Lead-Lag compensators and P, PI, PID controllers to
CO5 meet the desired specifications, which is required in the process control
Industry.
CO - PO MAPPING
CO1 3 3 1 - 1 - - - - 1 - - 3 1 -
CO2 3 3 1 - 1 - - - - - - - 3 1 -
CO3 3 3 3 1 3 - - - - 1 - - 3 3 -
CO4 3 3 2 - 2 - - - - 1 - - 3 2 -
CO5 3 3 2 1 2 - - - - 1 - - 3 2 -
CO6 3 3 2 - - - - - - - - - 3 2 -
UNIT I
Systems and their representation
PART A
1. What is a control system? (R)
A system is a collection of components, connected together in a sequence to perform
a certain task. In a system if the output quantity is controlled by varying the input quantity,
then the system is called control system.
The output quantity is called the controlled variable or response and the input quantity
is called command signal or excitation.
2. What is an open-loop control system? (R)
The control system in which the output is not fed back to the input side for correction is
termed as open loop control system. Here, the output quantity doesn’t have any effect on the
input quantity.
3. What is a closed loop control system? (R)
The control system in which the output is fed back to the input side so as to maintain the
desired output value is termed as closed loop control system. Here, any change in the output
quantity will automatically change the input quantity.
4. What is feedback? What type of feedback is preferred for control system? (R)
The feedback is a control action in which the output is sampled and a proportional signal is
given to input for automatic correction of any changes in the desired output. Negative
feedback is usually preferred for control system.
5. Why is negative feedback preferred in control system? (U)
Negative feedback is preferred in control system as it has the following features:
Results in a stable system
Rejects the disturbance signals
Low sensitivity to parameter variations
6. Distinguish between open loop and closed loop system. (E)
corresponding weighted sum of the responses of the system to each of the individual input
signals.
8. What is a time invariant system? (R)
A system is said to be time invariant if its input output characteristics do not change
with time. i.e., if there is a delay or advance in the input to the system then the output also
should change by same amount.
Let be the response of the system to input , if the input
becomes , then the output should also be for the system to be time
invariant.
9. Define transfer function. (R)
The transfer function of a system is defined as the ratio of Laplace transform of output to the
Laplace transform of input with zero initial conditions. It can also be defined as the Laplace
transform of the impulse response of system with zero initial conditions.
10. What are basic elements used for modeling mechanical translational system? (R)
The model of mechanical translational system can be obtained by using three basic elements
mass, spring and dashpot.
11. Write the force balance equation of an ideal mass element. (AP)
Let a force f be applied to an ideal mass M. The mass will offer an opposing force
proportional to the acceleration.
M
f
f f x1 x2
B B
x X1 X2
f f
K K
14. What are the basic elements used for modeling mechanical rotational system ? (R)
The model of mechanical rotational system can be obtained by using three basic elements
mass with moment of inertia J, dashpot with rotational frictional coefficient B and the
torsional spring with stiffness K.
15. Write the torque balance equation of an ideal rotational mass element. (AP)
Let a torque T be applied to an ideal mass with moment of inertia J. The mass will offer an
opposing torque proportional to the angular acceleration.
T θ
16. Write the torque balance equation of an ideal rotational dashpot. (AP)
Let a torque T be applied to a rotational dashpot with friction coefficient B. The dashpot will
offer an opposing torque proportional to the angular velocity.
T θ B B
T θ1 θ2
17. Write the torque balance equation of an ideal rotational spring. (AP)
K K
T θ T θ1 θ2
18. Write the analogous electrical elements in force-voltage analogy for the elements of
mechanical translational system. (E)
Mechanical translational System Electrical voltage System
Force Voltage
Velocity Current
Displacement Charge
Frictional coefficient Resistance
Mass Inductance
Stiffness constant Inverse of capacitance
Newton’s second law Kirchhoff’s voltage law
19. Write the analogous electrical elements in force-current analogy for the elements of
mechanical translational system. (E)
Mechanical translational System Electrical current System
Force Current
Velocity Voltage
Displacement Flux
Frictional coefficient Conductance
Mass Capacitance
Stiffness constant Inverse of inductance
Newton’s second law Kirchhoff’s current law
20. Write the analogous electrical elements in torque-voltage analogy for the elements
of mechanical rotational system. (E)
Mechanical rotational System Electrical voltage System
Torque Voltage
Angular Velocity Current
Angular Displacement Charge
Frictional coefficient Resistance
Moment of inertia Inductance
Stiffness constant Inverse of capacitance
Newton’s second law Kirchhoff’s voltage law
21. Write the analogous electrical elements in torque-current analogy for the elements
of mechanical rotational system. (E)
Mechanical rotational System Electrical current System
Torque Current
Angular Velocity Voltage
Angular Displacement Flux
Frictional coefficient Conductance
Moment of inertia Capacitance
Stiffness constant Inverse of inductance
Newton’s second law Kirchhoff’s current law
22. What is block diagram? What are its basic components? (R)
A block diagram of a system is the pictorial representation of the functions performed by
each component of the system and shows the flow of signals. The basic elements of the block
diagram are block, branching point and summing point.
23. Questions on rules for block diagram reduction. (refer to class notes) (R)
24. What is a signal flow graph? (R)
A signal flow graph is a diagram that represents a set of simultaneous linear algebraic
equations. It is used to represent the control system graphically. It is easy to simplify and find
the transfer function of system represented by signal flow graph.
25. Define loop and non-touching loops. (R)
A loop is a closed path in a signal flow graph. Non-touching loops are those loops that don’t
have a common node.
27. What are the basic elements of the thermal system? (R)
The basic elements of the thermal system are thermal resistance and thermal capacitance.
28. Define thermal resistance. (R)
The thermal resistance for heat transfer between two substances is defined as the ratio of
change in temperature and change in heat flow rate.
The AC servomotor has low inertia rotor compared to the induction motor.
PART B
1. Derive the transfer function of armature controlled DC motor. (Nov/Dec-15) (E) (7)
2. Derive the transfer function of field controlled DC motor. [AP] (7)
3. Write short notes on electrical analogy of mechanical systems. [AP] (7)
4. Derive the transfer function of a simple thermal system. [AP] (7)
5. Construct the block diagram of armature controlled DC motor. [C] (7)
6. Construct the block diagram of field controlled DC motor. [C] (7)
7. What is a synchro? How is it used as synchro transmitter and control transformer?
[AZ] (May/June-16) (7)
8. Write short notes on D.C servomotors. (Nov/Dec-14) [AP] (7)
9. Write short notes on A.C servomotors. (Nov/Dec-14) [AP] (7)
10. Design the transfer function and draw the F-V and F-I analogous circuits for the
mechanical system shown in figure. (Nov/Dec-14) [C] (7)
X1 X2
K1 K2
f(t)
M1 M2
B12
B1 B2
11. Simplify the block diagram and obtain the shown in figure(May/June-16)(AZ)(13)
H2
-
R(s) + + + C(s)
G1 G2 G3
- - +
H1
G4
f1
k1
X1
M1
k2 f2
X2
M2
13. Build the T.F of the electrical network shown in figure [AP] (13)
R1
C1
R2
ei eo
C2
14. Demonstrate mason’s gain formula find the T.F C(s) / R(s) for the SFG shown below.
[AP]MAY/JUN-17
G7
G6
R(s) G1 G2 G3 G4 G5 1 C(s)
-H1
-H2
PART C
1. Derive the transfer function of armature controlled DC motor. Evaluate the close loop
transfer function when input R(s) is at station II. [E] (15)
2. Draw a signal flow graph and evaluate closed loop transfer function of a system using
Mason’s gain formula. [C] (15)
3. A voltage of V1(s) is applied to a RLC series circuit. A voltage V2(s) is taken across R.
Find the transfer function of the above network. [E] (15)
UNIT II
Time Response
PART A
Response in S domain,
16. What will be nature of response of second order system for different kinds of
damping? [U]
The response of second order system for various cases of damping is as follows:
For un-damped system, the response is oscillatory
For under-damped system, the response is damped oscillatory
For critically damped system, the response is exponentially rising
For over-damped system, response is exponentially rising, but rise time will be large
17. Sketch the response of second order under-damped system. [AP]
c(t)
0.5
0
t
18. What is damped frequency of oscillation? [R]
In under-damped system, the response is damped oscillatory. The frequency of damped
oscillations is given by
19. Give the expressions for natural frequency of oscillations of electrical and
mechanical systems. [R]
The natural frequency of oscillation of second order mechanical translational
system,
34. Give the relation between generalized and static error coefficients. [AP]
The following equations give the relation between generalized and static error coefficients:
35. Mention two advantages of generalized error constants over the static error
constants. [R]
Generalized error series gives error signal as a function of time
Using generalized error constants, the steady state error for any type of input can
be determined, while the static error constants can be applied only for standard
inputs.
36. What is the effect on system performance when a proportional controller is
introduced in the system? [AP]
Improves the steady state tracking accuracy
Improves the disturbance signal rejection
Improves the relative stability of the system
Increases the loop gain and hence reduces the sensitivity of system to parameter
variations.
37. What is the drawback of proportional control? [R]
The drawback of proportional control is that it produces a constant steady state error.
(offset)
38. What is the advantage and drawback of integral control action? [R]
The advantage in integral action is that it eliminates the steady state error, but the
drawback is that it can sometimes make the system unstable.
49. What is breakaway point and break-in point? How to determine them? [R]
At breakaway point, the root locus breaks from the real axis to enter into the complex
plane.
At break-in point the root locus enters the real axis from the complex plane.
To determine the break away or break-in point, form an equation for gain K from the
characteristic equation and differentiate the equation of K w.r.to S. Then find the roots
of equation dK/dS = 0. The roots are the break away or break-in points, provided for
this value of root, the gain K should be positive and real.
50. Sketch the step response of P and PI controllers. [AP]
C(t) PI control action
PD control action
Proportional control action
52. How to find the crossing point of root locus in the imaginary axis? [U]
The crossing point can be determined by two methods:
By Routh-Hurwitz criterion
By letting in the characteristic equation, separate the real and imaginary parts.
These two equations are equated to zero. Solve the two equations for . The value of
gives the point where the root locus crosses imaginary axis and the value of K is the gain
corresponding to the crossing point.
PART B
1. Determine the response of first order system for unit step input. (AZ) (8)
2. Determine the response of second order system for unit step input.
(AZ)(Nov/Dec-15) (Nov/Dec-14)(May/June-17)(13)
3. Derive the time domain specifications. (May/June-16) (AZ) (13)
4. The system shown in figure below uses a rate feedback controller. Determine the
tachometer constant Kt so as to obtain the damping ratio as 0.5. Calculate the
corresponding tp,ts,Mp and d . (AP)(13)
5. The open loop transfer function of a system with unity feedback gain is given as
G(s) = . Sketch the root locus. (AP) (8)
6. For a system with G(s) = , Calculate the generalized error co-efficients and the steady
state error. Assume r(t) = 6 +5t. May/June-17 (AP) (8)
7. A single loop negative feedback system has open loop transfer function
G(s) = . Sketch root locus. May/June-17 (AP) (13)
8. Explain briefly the PID controller action with block diagram and obtain its transfer
function model (Nov/Dec-15) (May/Jun-12) (R)
9. Explain the rules to construct root locus of a system. (Nov/Dec-15) (R)
10. Determine steady state errors of type 0, type 1, type 2 systems for unit step, unit ramp
and unit parabolic inputs. (May/Jun-12) (R)
11. Discuss the effect of P, PI, PD, PID Controllers. (Nov/Dec-11) (R)
PART C
1. For a system whoseG(s)= . Find steady state error when it’s subjected
to the input , r(t) = 1+ 2t + 1.5 t2 (AZ) (15)
2. A closed loop servo system is represented by differential equation
d2c/dt2 + 8 dc/dt = 64 c
Where c is the displacement of output shaft
r is the displacement of input shaft
e=r–c
3. Determine undamped natural frequency, damping ratio and % maximum over shoot for a
unit step input. May/June-17(AZ) (15)
4. For a given system, the time domain specification is as follows.
Tr = 0.6046 s Tp = 0.907 s % Mp = 16.3 Ts = 1.53 ( 5% error)
Find the transfer function of the system. (AZ) (15)
5. For a unity Feedback control system, the open loop transfer function is given by
G(S) = 10(s+2)/s2(S+1). Find (i) Find the position, velocity and acceleration error
coefficient. (ii) Also find the steady state error when the input is R(s) = (3/S)-
(2/S2)+(1/3S2) (May/June-16) (AZ)
6. With a neat diagram explain the effect of PD controller in detail. (May/June-16) (C)
7. Obtain the expression for dynamic error co-efficient of the following system
G(s) = 10/ S(1+S) (Nov/Dec-14) (C)
8. A unity feedback control system has an open loop transfer function,
G(S)=K/S(S2+4S+12). Sketch the Root Locus. Apr/May-18
UNIT III
Frequency Response
PART A
The frequency response is a steady state output of the system when the input is sinusoidal
signal.
2. What are the advantages of frequency response analysis? (R)
The absolute and relative stability of system can be estimated form the knowledge of
open loop frequency response
The practical testing of system can be easily carried out with available sinusoidal
signal generators
The transfer function of complicated functions can be determined experimentally by
frequency response tests
The design and parameter adjustment can be carried out more easily
The corrective measure for noise disturbance and parameter variation can be easily
carried
This method can be extended to certain nonlinear systems as well
3. What are frequency domain specifications? (R)
The frequency domain specifications are used to indicate the performance of the system in
frequency domain. Some frequency domain specifications are:
Resonant peak
Resonant frequency
Bandwidth
Cut-off rate
Gain margin and
Phase margin
4. Define resonant peak. (R)
The maximum value of the magnitude of closed loop transfer function is called resonant
peak. It is given by:
Type 2 Type 0
2nd order
1st order
Type 1
23. How is closed loop frequency response determined from open loop frequency
response using the Nichols chart? (AP)
The locus or the Nichols plot is sketched on standard Nichols Chart. The meeting
point of M contour with locus gives the magnitude of closed loop system and the
meeting point with N circle gives the argument/phase of the closed loop system.
24. What are the advantages of Nichols Chart? (R)
It is used to find closed loop frequency response from open loop frequency response.
The frequency domain specifications can be determined from Nichols chart.
The gain of the system can be adjusted to satisfy the given specifications.
PART B
PART C
1. G(s) = K e – 0.2 s, find K so that system is stable with gain margin of 2 dB. [AZ](15)
2. The open loop transfer function of a system is given by G(s) = K/[ s (s2+ s +4) ]
Using polar plot, determine the value of K, so that the phase margin is 50 o. What
is the corresponding value of gain margin. (15)[AZ]
UNIT IV
Stability and Compensator Design
PART A
10. What is the necessary and sufficient condition for stability? [R]
The necessary and sufficient condition for stability is that all of the elements in the
first column of the Routh array should be positive.
11. State Routh stability criteria. [R]
Routh criteria states that the necessary and sufficient condition for stability is that all of the
elements in the first column of the Routh array be positive. If this condition is not met, the
system is unstable and the number of sign changes in the elements of the first column of
Routh array corresponds to the number of roots of characteristic equation in the right half of
S plane.
12. What is the need for auxiliary polynomial? [R]
In the construction of Routh array a row of all zeros indicates the existence of an even
polynomial as a factor of the given characteristic equation. In an even polynomial the
exponents of S are even integers or zero only. This even polynomial factor is called auxiliary
polynomial. The coefficients of auxiliary polynomial are given by the elements of the row
just above the row of all zeros.
13. What is limitedly stable system? [R]
For a bounded input signal, if the output has constant amplitude oscillations then the system
may be stable or unstable under some limited constraints. Such a system is called limitedly
stable system.
14. State Nyquist Stability criterion? [R]
If G(S)H(S) contour in the G(S)H(S) plane corresponding to Nyquist contour in S plane
encircles the point in the anticlockwise direction as many times as the number of
right half S plane poles of G(S)H(S), then the closed loop system is stable.
15. What is compensation? [R]
Compensation is the design procedure in which the system behavior is altered to meet the
design specifications, by introducing additional devices called compensators.
16. What is compensator? What are the different types of compensators? [U]
A device inserted into the system for the purpose of satisfying the specifications is called
compensator. The different types of compensator are: lag compensator, lead compensator and
lag-lead compensator.
17. Why is compensation necessary in control system? [AZ]
In feedback control system, compensation is necessary for two reasons:
When the system is unstable, then compensation is necessary to stabilize the system
and also to meet the desired performance.
When the system is stable, compensation is required to obtain the desired
performance.
18. What is series compensation? [R]
The series compensation is a design procedure in which a compensator is introduced in series
with plant to alter the system behavior and to provide satisfactory performance.
20. What are the factors to be considered for choosing series or shunt compensation?
The choice between series, shunt compensation depends on the following: [U]
Nature of signals in the system
Power levels at various points
Components available
Designer’s experience
Economic considerations
21. What is a lag compensator? Give an example. [U]
A compensator having the characteristics of a lag network is called lag compensator. If a
sinusoidal signal is applied to a lag compensator, then in steady state the output will have a
phase lag w.r.to the input. R-C network shown below is a good example of electrical lag
network.
25. What is the effect of adding a pole to open loop transfer function of a system?
(Nov/Dec-15) [E]
The addition of pole to open loop transfer function of a system will reduce the steady state
error. The closer the pole to origin, lesser will be the steady state error. Thus the steady state
performance of the system is improved.
Also the addition of pole increases the order of the system, making it less stable than the
original system.
26. What is the effect of adding a zero to open loop transfer function of a system?[AZ]
The addition of zero to the open loop transfer function of a system improves the transient
response. The addition of a zero reduces the rise time. If the zero is introduced close to origin,
then the peak overshoot will be charger. If the zero is introduced far away from the origin in
left half of s plane then the effect of zero on the transient response will be negligible.
27. Give the transfer function of lag compensator and draw its pole-zero plot. [AZ]
The transfer function of lag compensator is: , where . The
pole of a lag compensator is nearer to origin. The pole-zero plot of lag compensator is
31. Give the transfer function of lead compensator and draw its pole-zero plot.
(May/Jun-12) (Apr/May-11) [AP]
The transfer function of lead compensator is: , where . The
zero of a lead compensator is nearer to origin. The pole-zero plot of lead compensator is
shown in fig below:
35. Give the transfer function of lag-lead compensator and draw its pole-zero plot.[AP]
PART B
1. Obtain Routh array for the system whose characteristic polynomial equation is S6 +2S5 +
8S4 + 12S3 + 20S2 + 16S + 16 = 0 . Check the stability. May/June-16, 17 [AP](8)
1
2. Construct a Nyquist plot for the system, G(s) = [AP](13)
s(1 s)(1 2s)
3. Explain the design of a lag compensator using Bode plot. (Nov/Dec-15)[C](13)
4. Explain the design of a lead compensator using Bode plot. (Nov/Dec-15[C](13)
5. Explain the design of a lag – lead compensator using Bode plot. (13)
1
6. Consider a unity feedback system , G (s) = , Design a lag compensator so
( s 1)( 0.5s 1)
that phase margin is at least 500 and steady state error to a unit step input is 0.1. [C](13)
1
7. For a system, G(s) = , H(s) =1, Design a cascade lead compensator so that the
s ( s 1)
phase margin is at least 450 and steady state error for a unit ramp input is <0.1.
May/June- 17 [AP][C](13)
1
8. Consider the following system with transfer function G(s) = . Design a
s(1 0.1s)(1 0.2s)
lag-lead compensator such that the phase margin is at least 45 0 at gain cross over
frequency around 10 rad/sec and the velocity error constant Kv is 30. [C](13)
PART C
1. A feedback system has open loop transfer function, G(s) = K e -5/ [ s (s2+ 5s +9) ].
Determine the maximum value of K for stability of closed loop system. (AP)(15)
2. Find the stability of the given system using Nyquist stability criterion , G(s) = K /
[ s ( s2+ 6 s + 10 ) ]. May/June- 17 [AP] (AP) (15)
3. Consider a unity feedback control system whose transfer function G (s) = K / [ s
(s+2) (s+8) ].Design a lag-lead compensator so that Kv = 80s-1 and dominant
closed loop poles are located at - . [C](15)
UNIT V
State Variable Analysis
PART- A
State Variables are a set of variables which describe the state of the system at any
time instant.
4. Write the state model of nth order system. [R]
The state model of a system is a combination of state equation and output equation. The state
model of a nth order system with m inputs and p outputs is given by:
Applying Laplace Transform to the output equation with zero initial conditions, we get,
10. What are the basic elements used to construct the state diagram? [R]
The basic elements used to construct the state diagram are scalar, adder and integrator.
11. A system is characterized by the differential equation, [AP]
13. Write the canonical form of state model of nth order system. [R]
The canonical form of state model is:
14. What is the advantage and disadvantage in canonical form of state model? [R]
The advantage of canonical form is that the state equations are independent of each
other.
The disadvantage is that the canonical variables are not physical variables and so they
are not available for measurement and control.
15. What is state transition matrix and how is it related to state of a system? [R]
The matrix exponential is called state transition matrix. It is used to find the state of the
system at any time instant t from the knowledge of the state at time t0.
When the input is zero,
16. Write the properties of state transition matrix. [U]
17. Write the solution of homogeneous state equations. [R]
The solution of homogeneous state equation is:
Where,
Where,
23. What is the advantage and disadvantage in Kalman’s test of controllability? [R]
The advantage is that the calculations are simpler.
The disadvantage is that we can’t find the state variable which is uncontrollable.
24. Define observability. [R]
A system is said to be completely observable if every state X(t) can be completely identified
by measurements of the output Y(t) over a finite time interval.
25. What is the need for observability test? [U]
The observability test is necessary to find whether the state variables are measurable or not.
If the state variables are measurable, then the state of the system can be determined by
practical measurements of the state variables.
26. State the condition for observability by Kalman’s method. [U]
For a nth order system described by the state equation
, the composite matrix is given by
27. What is the advantage and disadvantage in Kalman’s test of observability? [U]
The advantage is that the calculations are simpler.
The disadvantage is that the non – observable state variables cannot be determined.
PART B
1. Find the state model of electrical networks. [AP] (8)
R1
C1
R2
ei eo
C2
2. Find the state model of the given mechanical system. [AP] (8)
X1 X2
K1 K2
f(t)
M1 M2
B12
B1 B2
May/June- 17 [AP]
At
6. Find the solution of state equation, e [AP] (8)
0 1
A=
2 3
7. Consider a system with state space model given below
0 1 0 0
X= 0 0 1 x + 4 0 u ; y = [ 2 -4 0] x + ( 0 ) u
1 2 3 4
8. Verify that the system is observable and controllable. (May/June-16) [AZ] (13)
9. Derive the transfer functions of the lag-lead compensator. (Nov/Dec-15) [AZ]
10. With a neat block diagram, derive the state model and its equations of a Linear
multiinput-multi-output system. (Nov/Dec-15) [AZ]
11. Explain the frequency response of lead compensator and write step to design a lead
compensator. (May/June-12) (Nov/Dec-11) [AZ]
11. With a neat block diagram, derive the state model and its equations of a Linear
multiinput- multi-output system. (May/June-16) [AZ]
12. Explain about the effect of state feedback. (Nov/Dec-15) [AZ]
PART C
d 2x dx
2 dy
1. A system described by the following differential equation dx + 3 +2 y = x(t) is
initially at rest. For input x(t) = 2 u(t). Find the output. May/June-17[AP] (13)
2. Find the state model of the given electrical system [C] (13)
COURSE OUTCOMES
Course
Statement
Outcome
Analyze the coding efficiency using Shannon-fano and Huffman theorem for
CO4
data compression.
CO5 Analyze the errors using cyclic, convolution and viterbi error control codes.
CO - PO MAPPING
CO1 3 3 3 3
CO2 3 1 3 1
CO3 3 2 3 2
CO4 3 3 3 3
CO5 3 3 1 3 3
CO6 3 1 3 1
AVG 3 2 1 3 2
UNIT 1
Analog Modulation
PART – A
1. Define amplitude Modulation. [R]
Amplitude Modulation is the process of changing the amplitude of a high frequency
carrier signal in proportion with the instantaneous value of the modulating signal.
2. Define Modulation index and percent modulation for an AM wave. [R]
Modulation index is a term used to describe the amount of amplitude change present
in an AM waveform .It is also called as coefficient of modulation. Mathematically
modulation index ism = Em/ Ec
Where m = Modulation coefficient
Em = Peak change in the amplitude of the output waveform voltage.
Ec = Peak amplitude of the un modulated carrier voltage.
Percent modulation gives the percentage change in the amplitude of the output wave when
the carrier is acted on by a modulating signal.
3. Draw the frequency spectrum of AM. [May/June 2016][R]
PART-B
1. Write the methods to generate AM waves. [May/Jun 2016] [U]
2. Discuss in details about the working of a SSB transmitting and receiver.
[May/Jun 2018] [U]
3. Describe an expression to show that for every modulating frequency component, the
amplitude modulated wave contains,2 sideband frequencies in addition to the carrier and
also that the amplitude of sideband components is equal to mVc/2 where m and Vc are
modulation Index and amplitude of unmodulated carrier. Draw the spectrum of AM for a
signal frequency component. [May/Jun 2017][AP]
4. What are the advantages of producing FM from PM over direct FM [May/Jun17/18] [R]
5. Determine an expression to illustrate that when a modulating signal with only one
frequency component to frequency modulates a carrier. Also show the resulting
FM signal has got infinite sideband frequencies. [AZ]
6. Explain demodulation of AM using envelope detector. [U]
7. Determine an expression of AM wave and its power relations. [May/Jun 17][AP]
8. Explain modulation and demodulation of AM wave. [U]
9. Explain the indirect method of FM generation. [Nov/Dec ’17;May/Jun’16,17] [U]
10. Draw the block diagram for generation and demodulation of a VSB signal and explain the
principle of operation. [U]
11. Explain in details about FM modulation. [May/Jun 2018] [U]
12. Compare Narrow band FM and Wideband FM. [May/Jun 2015/2016][AZ]
UNIT 2
Pulse Modulation
PART – A
PART-B
UNIT – 3
Digital Modulation and Transmission
PART – A
FSK is less susceptible to errors than ASK – receiver looks for specific frequency
changes over a number of intervals, so voltage (noise) spikes can be ignored and also
popular in modern systems.
8. What does QPSK mean? [R]
Quaternary Phase Shift Keying (QPSK), or Quadrature PSK as it is sometimes
called, is another form of angle modulated, constant amplitude digital modulation. QPSK
is an M-ary encoding technique where M=4.
9. Define Bandwidth efficiency. [R]
It is defined as the ratio of the transmission bit rate to the minimum bandwidth
required for a particular modulation scheme. BW efficiency = transmission rate (bps) /
minimum BW (Hz) bits/cycle.
10. What is meant by DPSK? [R]
Differential Phase Shift Keying (DPSK) is an alternative form of digital
modulation where the binary input information is contained in the difference between
two successive signaling elements rather than the absolute phase.
11. What is meant by Probability of error & Bit Error Rate? [R]
Probability of error P (e) & Bit Error Rate (BER) are often used interchangeably,
although in practice they do have slightly different meanings. P (e) is a theoretical
expectation of the bit error rate for a given system. BER is an empirical record of a
systems actual bit error performance.
12. Compare the bandwidth efficiency of BPSK and QPSK modulated signals. [AZ]
The bandwidth efficiency of BPSK is 1 bit per cycle, where as that of QPSK is 2
bits per cycle. The bandwidth efficiency of QPSK is more because it encodes the signal
with 4 different phase shifts. Therefore it combines two successive bits.
13. Define QPSK. [R]
QPSK is Quadrature phase –shift keying. In QPSK the phase of the carrier takes
on one of the four equally spaced values Such as π/4, 3π/4, 5π/4 and 7π/4.
14. State any two advantages of MSK. [Apr/May 2017] [U]
The sidebands of PSK modulated spectrum is minimized by this modulation
technique. Hence sideband power is reduced.
The MSK or GMSK spectrum is less affected by noise and hence leads to good SNR.
This helps in achieving very stable and long distance communication.
Due to this fact, the GMSK modulation technique is being employed in GSM
technology.
15. Draw Constellation diagram of QPSK [Nov/Dec 2017] [R]
PART – B
1. Determine the expression for QPSK. [May/Jun’16, 17][AP]
2. Compare MSK and QPSK. What is the bandwidth requirement of MSK? [AZ]
3. Compare BFSK and BPSK. [Nov/Dec 2017][AZ]
4. Discuss the details about GMSK with neat diagram. [May/Jun2018] [U]
5. Explain BPSK system (transmitter and receiver). [U]
6. With neat diagram explain FSK transmitter and FSK receiver. [U]
UNIT – 4
Information Theory and Coding
PART – A
1. Define data communication codes. [R]
Data communication codes are prescribed bit sequences used for encoding
characters and symbols.
2. Define error detection. [R]
Error detection is simply the process of monitoring the received data and
determining when a transmission has occurred.
3. What is vertical redundancy checking? [R]
A group of messages are transmitted as a matrix. Each row of the matrix represent
one message. One additional row is appended to this matrix. The elements of this
additional row are selected such that number of 1’s in each column are either even or
odd. It is called vertical redundancy check or parity row. At the receiver, the elements of
this purity row are checked to detect the errors in received message matrix.
4. Define entropy. [R]
The average information per message is called entropy. It is represented in bits
per message. It is mathematically given as
Entropy, M
H= ∑ pk log2[1/pk]
K=1
5. What is meant by line coding? [R]
Line coding consists of representing the digital signal to be transported, by
a waveform that is optimally tuned for the specific properties of the physical channel
(and of the receiving equipment). The pattern of voltage, current or photons used to
represent the digital data on a transmission link is called line encoding. The common
types of line encoding are unipolar, polar, bipolar, and Manchester encoding.
6. What is information rate? [R]
The average number of bits of information per second is called information rate. It is
given as, R= rH
Here R is the information rate
R is the rate at which messages are generated.
H is the entropy or average information
7. Explain the significance of AMI code [U]
In this format successive 1’s are represented by pulses with alternate polarity and 0’s
are represented by no pulses Because of alternate polarity of pulses, AMI coded
waveform have no DC component. The ambiguities due to transmission sign inversion
are eliminated
8. State the difference between source coding and error control coding. [AZ]
Error control code: Encoder calculate extra control bits from the information that we
wish to transmit, and to transmit those control bits together with the information.
Source code: The statement that the output of any information source
having entropy H units per symbol can be encoded into an alphabet having N symbols in
such a way that the source symbols are represented by code words having a weighted
average length not less than H/logN .
9. List the type of characters used in data communication mode. [May/Jun2018][R]
ASCII : this is ANSI’s 7-bit American Standard Code for Information
Interchange
EBCDIC : this is IBM’s 8-bit Extended Binary Coded Decimal Interchange
Code.
10. Give the significance of AMI code. [May/Jun2018][U]
Eliminates DC build up on cable.
Reduces bandwidth compared to polar.
Provides error detecting; every bit error results in bipolar violation
Guarantees transitions for timing recovery with long runs of ones.
11. What is mean by channel capacity theorem. [R]
The channel capacity of the discrete memory less channel is given as maximum average
mutual information. The maximization is taken with respect to input probabilities P(xi)
C = B log2(1+S/N) bits/sec
Here B is channel bandwidth.
12. What is meant by linear code? [R]
A code is linear if modulo-2 sum of any two code vectors produces another code
vector. This means any code vector can be expressed as linear combination of other code
vectors.
13. What are the error detection and correction capabilities of Hamming codes? [R]
The minimum distance (dmin) of Hamming codes is „3‟. Hence it can be used to
detect double errors or correct single errors. Hamming codes are basically linear block
codes with dmin = 3
14. What is meant by cyclic code? [R]
Cyclic codes are the subclass of linear block codes. They have the properly that a
cyclic shift of one codeword produces another code word. For example consider the
codeword.
X = (xn-1,xn-2,……x1,x0)
Let us shift above code vector to left cyclically,
X‟ = (xn-2,xn-3,…… x0, x1,xn-1) Above code vector is also a valid code vector.
15. State any four properties of entropy. [R]
Entropy is zero if the event is sure or it is impossible
H = 0 if pk = 0 or 1
When pk = 1/M for all the „M‟ symbols, then the symbols are equally likely for
such source entropy is given as H = log2M
Upper bound on entropy is given as,
Hmax = log2M
PART - B
1. Analyze Source coding theorem, give the advantage and disadvantage of channel
coding in detail. [AZ]
2. Explain in detail Huffman coding algorithm and compare this with the other types of
coding. [Nov/Dec 2017] [AZ]
3. Discover the properties of entropy and with suitable example, explain the entropy of
binary memory less source. [AZ]
166 II YEAR EIE QUESTION BANK PEC
COMMUNICATION ENGINEERING
UNIT -5
Spread Spectrum and Multiple Access
PART – A
The transmitted signal does not utilize full bandwidth of the channel. Hence total
channel bandwidth is unused. Therefore signals from different sources can
simultaneously occupy the different frequency slots in the channel. It is called frequency
Division multiplexing.
10. Mention the advantages of CDMA system [R]
Maximum utilization of the channel takes place Synchronization is not necessary
11. Mention the application of multiple access technique in wired communication. [R]
TV transmission
Broad cast networks
Local area networks
Telephone networks
12. Define near – far problem. [May/June 2018] [R]
When the strength of unwanted signal is strong because its source is located close to t
he receiver and strength of the desired signal is weak because its transmitter is located far
from the receiver, the near-far problem arises. Because of this problem the desired signal
is suppressed. Near far problem can be avoided because of orthogonal codes.
13. Give the working principle of TDMA. [May/June 2018][U]
Time division multiple access (TDMA) is a channel access method (CAM) used to
facilitate channel sharing without interference. TDMA allows multiple stations to share
and use the same transmission channel by dividing signals into different time slots. Users
transmit in rapid succession, and each one uses its own time slot. Thus, multiple stations
(like mobiles) may share the same frequency channel but only use part of its capacity.
PART-B
1. Discuss in detail about CDMA techniques and compare the performance with FDMA
and TDMA. [U]
2. With a neat block diagram explain FDMA. Discuss the application in communication
[May/Jun 2017, 2018][AZ]
3. Describe the time division multiple access. [May/June 2018] [U]
4. Explain the application of CDMA in wireless communication
[May/Jun’16;Nov/Dec’17] [U]
5. Compare the performance of CDMA with FDMA and TDMA. [AZ]
6. Discuss about SDMA technique and its applications in wired and wireless
communication. [May/Jun’16,17][AZ]
7. Explain the model of spread spectrum and its applications. [May/Jun16;Nov/Dec17] [U]
PART – C
1. The total power content of an AM signal is 1000 W. Determine the power being
transmitted at the carrier frequency and each of the bands when the % modulation is
100%. [AZ]
2. A complete modulation waveform consisting of a sine wave of amplitude 3V and
frequency 1 KHz plus a cosine wave of amplitude 5 V and frequency 3 KHz amplitude
modulates a 500 KHz and 10 V peak carrier voltages. Plot the spectrum of modulated
wave and determine the average power when the modulated wave is fed into 50Ω load.
[AP]
3. The carrier frequency of a broadcast signal is 100 MHz The maximum frequency
deviation is 75KHz. If the higher audio frequency modulating the carrier is limited to
15KHz. What is the approximate bandwidth? [AP]
4. The maximum deviation allowed in an FM broadcast system is 75 KHz. If the
modulating signal is of 10 KHz find the bandwidth of FM signal. Find the bandwidth
when the modulating frequency is doubled. [AZ]
5. Apply the Shannon–fano coding and Huffmann coding procedure for the following
message and also find the efficiency of the coding. [AP]
Symbols A B C D E F G
Probabilities 0.4 0.2 0.12 0.08 0.08 0.08 0.04
6. Supposed that binary PSK is used for transmitting information over an AWGN with a power
1 1
spectral density of N0 =10 -10 W/Hz. The transmitted signal energy is b A 2 T , where T
2 2
is the bit interval and A is the signal amplitude. Determine the signal amplitude required to
-6
achieve an error probability of 10 when the data rate is [AP]
a) 10 kbits/s.
b) 100 kbits/s
c) 1 Mbit/s
AWGN baseband channel via M-level PAM. Determine the bandwidth required for
transmission when a) M=4. b) M=8. c) M=16. [AP]
COURSE OUTCOMES
Course
Statement
Outcome
CO1
Explain the Construction and principles of operations of DC machines
CO2 Describe the Construction and operation of single phase and three phase
Transformers
CO3
Describe the concepts of synchronous machine
CO4
Illustrate the basic operation of three phase Induction machines
CO5
Explain the basic operation of single phase Induction machines
CO6
Analyze the Special Electrical Machines and their applications
CO - PO MAPPING
CO1
3 3 2 - 1 - - - - 1 - - 3 3 -
CO2
3 3 2 - 1 - - - - - - - 3 3 -
CO3
3 3 2 - 3 - - - - 1 - - 3 3 -
CO4
3 3 1 - 2 - - - - 1 - - 3 3 -
CO5
3 3 1 - 2 - - - - 1 - - 3 3 -
CO6
3 3 2 - - - - - - - - - 3 3 -
AVG 3 3 1.6 - 1.8 - - - - 1 - - 3 3 -
UNIT I
D.C. Machines
PART - A
1. How will you find the direction of emf using Fleming’s right hand rule? [R]
The thumb, forefinger & middle finger of right hand are held so that these fingers are
mutually perpendicular to each other, then
Forefinger - field Thumb - motion Middle - current.
2. How will you find the direction of force produced using Fleming’s left hand rule? [R]
The thumb, forefinger & middle finger of left hand are held so that these fingers are mutually
perpendicular to each other, then forefinger-field thumb-motion middle-current.
3. Write down the emf equation for d.c.generator? [U]
E=(ФNZ/60)(P/A) Volts.
p--->no. of poles Z--->Total no. of conductors
Ф--->flux per pole N--->speed in rpm.
4. Why the armature core in d.c machines is constructed with laminated steel sheets
instead of solid steel sheets? [A]
Lamination highly reduces the eddy current loss and steel sheets provide low reluctance path
to magnetic field.
5. Why commutator is employed in d.c.machines? [A]
Conduct electricity between rotating armature and fixed brushes, convert alternating emf into
unidirectional emf(mechanical rectifier).
6. Distinguish between shunt and series field coil construction? [A]
Shunt field coils are wound with wires of small section and have more no. of turns. Series
field coils are wound with wires of larger cross section and have less no of turns.
7. How are armature windings are classified based on placement of coil inside the
armature slots? [U]
Single and double layer winding.
8. How will you change the direction of rotation of d.c.motor? [A]
Either the field direction or direction of current through armature conductor is reversed.
9. What is back emf in d.c. motor? [Nov/ Dec 2015][R]
As the motor armature rotates, the system of conductor come across alternate north and south
pole magnetic fields causing an emf induced in the conductors. The direction of the
emfinduced in the conductor is in opposite to current. As this emf always opposes the flow of
current in motor operation it is called as back emf.
10. What is the function of no-voltage release coil in d.c. motor starter? [R & U]
As long as the supply voltage is on healthy condition the current through the NVR coil
produce enough magnetic force of attraction and retain the starter handle in ON position
against spring force. When the supply voltage fails or becomes lower than a prescribed value
then electromagnet may not have enough force to retain so handle will come back to OFF
position due to spring force automatically.
PART - B
1. Describe with a neat diagram the principle of operation and constructional features of
DC machines. [Nov/Sec 2015] [Apr/May 2017] [E](13)
2. What are the different types of DC generators? Explain them with their schematic
diagrams. [R][U](10)
9. Discuss in detail about the N-Ia, T- Iaand N-T characteristics for a DC series, DC shunt
and DC compound Generator &motor. [Nov/Sec 2015][May/June 2016][R][U](13,10)
PART – C
UNIT II
Transformers
PART – A
1. Mention the difference between core and shell type transformers? [A]
In core type, the windings surrounded the core considerably and in shell type the core
surround the windings i.e winding is placed inside the core.
2. What is the purpose of laminating the core in a transformer? [A]
To reduce the eddy current loss in the core of the transformer.
3. Give the emf equation of a transformer and define each term? [AP]
Emf induced in primary coil E1= 4.44fФmN1 volts
Emf induced in secondary coil E2 =4.44 fФmN2 volts
f--->freq of AC input
Фm---->maximum value of flux in the core
N1,N2--->Number of primary & secondary turns.
4. Does transformer draw any current when secondary is open? [Apr/May 2017][A]
Yes, it(primary) will draw the current from the main supply in order to magnetize the core
and to supply for iron and copper losses on no load. There will not be any current in the
secondary since secondary is open.
5. Define voltage regulation of a transformer. [Apr/May 2015][R]
When a transformer is loaded with a constant primary voltage, the secondary voltage
decreases for lagging PF load, and increases for leading PF load because of its internal
resistance and leakage reactance. The change in secondary terminal voltage from no load to
full load expressed as a percentage of no load or full load voltage is termed as Regulation.
% regulation down = (V2noload-V2F.L)*100/V2noload
% regulation up = (V2noload-V2F.L)*100/V2F.L
6. Full load copper loss in a transformer is 1600W, what will be the loss at half load?[E]
If x is the ratio of actual load to full load, then copper loss = x2(F.L. copper loss)
hereWc = (0.5)2 * 1600=400W.
7. Define all day efficiency of a transformer? [R]
It is computed on the basis of energy consumed during a certain period, usually a day of 24
hrs. All day efficiency=output in kWh for 24 hrs / input in kWh for 24 hrs.
8. Why transformers are rated in kVA? [U]
Copper loss of a transformer depends on current & iron loss on voltage. Hence total losses
depend on Volt-Ampere and not on PF. That is why the rating of transformers are in kVA and
not in kW.
9. What are the typical uses of auto transformer? [AP]
1. To give small boost to a distribution cable to correct for the voltage drop.
2. As induction motor starter.
10. What are the applications of step-up & step-down transformer? [AP]
Step-up transformers are used in generating stations. Normally the generated voltage will be
either 11kV. This voltage(11kV) is stepped up to 110kV or 220kV or 400kV and transmitted
through transmission lines(simply called as sending end voltage). Step-down transformers are
177 II YEAR EIE QUESTION BANK PEC
ELECTRICAL MACHINES
used in receiving stations. The voltage is stepped down to 11kV or 22KV and again stepped
down to 3phase 400V by means of a distribution transformer and made available at consumer
premises. The transformers used at generating stations are called Power transformers.
11. Explain on the material used for core construction? [R]
The core is constructed by sheet steel laminations assembled to provide a continuous
magnetic path with minimum of air gap included. The steel used is of high silicon content
sometimes heat treated to produce a high permeability and a low hysteresis loss at the usual
operating flux densities. The eddy current loss is minimized by laminating the core, the
laminations being used from each other by light coat of core-plate vanish or by oxide layer on
the surface. The thickness of lamination varies from 0.35mm for a frequency of 50Hz and
0.5mm for a frequency of 25Hz.
12. How does change in frequency affect the operation of a given transformer? [A]
With a change in frequency, iron and copper loss, regulation, efficiency & heating varies so
the operation of transformer is highly affected.
13. What is the angle by which no-load current will lag the ideal applied voltage? [U]
In an ideal transformer, there are no copper & core loss i.e loss free core. The no load current
is only magnetizing current therefore the no load current lags behind by angle 900. However
the winding possess resistance and leakage reactance and therefore the no load current lags
the applied voltage slightly less than 900.
14. List the arrangement of stepped core arrangement in a transformer? [R]
1. To reduce the space effectively
2. To obtain reduce length of mean turn of the winding
3. To reduce I2R loss.
15. What is the function of transformer oil in a transformer? [U]
1. It provides good insulation 2. Cooling.
16. Can the voltage regulation go negative? If so under what condition? [A]
Yes, if the load has leading PF.
17. Distinguish power transformers & distribution transformers? [Apr/May 2017][A]
Power transformers have very high rating in the order of MVA. They are used in generating
and receiving stations. Sophisticated controls are required. Voltage ranges will be very high.
Distribution transformers are used in receiving side. Voltage levels will be medium. Power
ranging will be small in order of kVA. Complicated controls are not needed.
18. What is the purpose of providing Taps in transformer and where these are
provided? [A]
In order to attain the required voltage, taps are provided, normally at high voltages side(low
current).
19. What are factors on which hysteresis loss depend? [U]
It depend on magnetic flux density, frequency & volume of the material.
20. What is core loss? What is its significance in electric machines? [A]
When a magnetic material undergoes cyclic magnetization, two kinds of power losses occur
on it. Hysteresis and eddy current losses are called as core loss. It is important in determining
heating, temperature rise, rating & efficiency of transformers, machines & other A.C run
magnetic devices.
PART – B
1. Discuss the working principle and derive the emf equation of a transformer. [R][A](8)
2. Draw the phasor diagram and explain the operation of practical transformer on-load.
[May/June 2016][R](10)
3. Explain the constructional details of different types of 1-phase transformer with neat
diagrams. [U]
4. Explain the constructional details of different types of 3-phase transformer with neat
diagrams. [Nov/Sec 2015][AP][E] (16)
5. A 250/500V transformer gave the following test results: [AP][E](16)
S.C. Test with low voltage winding short circuited: 20V,12A,100W
O.C. Test : 250V, 1A, 80W on low voltage side
Determine the circuit constants and draw the equivalent circuit. Also determine the efficiency
when the output is 10A at 500V and 0.8pf lagging.
6. Explain the construction and working of current and potential transformer.
7. Discuss the application of current and potential transformer.
8. Draw the phasor diagram of the transformer under (i) Resistive load (ii) capacitive load
(iii) Inductive load [R][U](8)
9. Prove that flux remains constant in the core even under the loaded condition of
transformer. [AP]
PART – C
3. A 20 KVA,1Φ Transformer has 200 turns in the Pry & 40 turns in the Secondary. The pry
is connected to 1000V,50Hz supply. Determine i) The Secondary voltage on open circuit ii)
The current flow through the two windings on full load iii) The maximum value of flux.
[E](15)
4. A 30KVA, 2000/200V,1Φ,50Hz transformer has a pry resistance of 3.5Ω & reactance
4.5Ω. The Secondary resistance & reactance are 0.015Ω & 0.02Ω respectively. Find
equivalent resistance, reactance and impedance i)referred to primary ii) referred to
Secondary. [E](15)
UNIT III
Synchronous Machines
PART - A
13. When is a synchronous motor said to be under - excited? What will be the p.f at this
condition? [U]
Excitation emfE b less than supply voltage Eb< V, Lagging power factor.
14. What are the inherent disadvantages of synchronous motor? [R]
i) Higher cost
ii) Necessity of a dc excitation source
iii) Greater initial cost
iv) Highmaintanence cost
15. Mention four applications of synchronous motor? [AP]
i) Power factor correction
ii) Constant speed, constant load drives
iii) Voltage regulation of transmission lines.
16. What is the role of synchronous motor in a transmission line? How? [AP]
Synchronous motor acts as a voltage regulator in a transmission line. When line voltage
decreases due to inductive load, motor excitation is increased thereby increasing its power
factor which compensates for the line voltage drop. When the line voltage increases due to
line capacitive effect, synchronous motor excitation is decreased, thereby making its power
factor lagging which helps to the maintain the transmission line voltage at its normal value.
17. Enlist the advantages and disadvantages of synchronous motor.[May/June 2016][R]
Advantages of Synchronous Motors:
1. The speed is constant and independent of load.
2. These motors usually operate at higher efficiencies.
3. Electro magnetic power varies linearly with the voltage.
4. These motors can be constructed with wider air gaps than induction motors,
which make them better mechanically.
5. An Over excited synchronous motor having a leading power factor can be
operated in parallel with induction motors.
18. What are the disadvantages of Synchronous Motor? [R]
1. It cannot be started under load.
2. It requires dc excitation which must be supplied from external source.
3. It has a tendency to hunt.
4. It cannot be used for variable speed jobs as there is no possiblity of speed
adjustment
5. Collector rings and brushes are required.
19. Define pullout torque in synchronous motor. [R]
The maximum torque which the motor can develop without pulling out of step or
synchronism is called the pull out torque.
20. What is synchronous condenser? [R]
Synchronous motor is operating at an over excited condition is called synchronous condenser.
The synchronous condensers having leading power factor are widely used for improving
power factor of those power systems which employ a large number of induction motors and
other lagging power factor loads.
PART - B
1. Derive the emf equation and explain the principle of an alternator.[Apr/May 2017][AP](8)
2. Explain the effect of excitation on armature current and power factor and hence draw the
‘V’ curves and inverted ‘V’ curves. [A][AP] (16)
3. What is the principle of synchronous motor? Explain. [R](8)
4. What are the methods employed in starting of synchronous motor?
[Apr/May 2017][Apr/May 2015][U] (8)
5. Explain the synchronous impedance method of determination of voltage regulation of an
alternator. [U](16)
6. Briefly explain the application of synchronous motor in various classes of services. [U]
7. Derive the equation of induced emf for an alternator and draw the vector diagram of a
loaded alternator. [Nov/Sec 2015] [AP](16)
8. Derive an expression for the power developed in an synchronous motor. [R][AP](8)
PART – C
1. Draw and explain the vector diagram when the alternator is loaded with
(i) Resistive (ii) capacitive and (iii) Inductive [Apr/May 2015][R][U](15)
2.A 4 pole, 50Hz, star connected alternator has a flux/pole of 0.12wb. It has 4 slots/ph,
conductor/slot being 4. If the winding coil span is 150 degree, find the line Emf. [E](15)
3. Write the advantage of stationary armature and rotating field in alternator. [U](15)
UNIT IV
Induction Machines
PART- A
13. What is the effect of change in input voltage on starting torque of induction motor?
[A]
There is no change in starting torque due to change in input voltage. the motor reacts by
drawing more current at lower speeds to keep the same torque.
14. What are the characteristics of double squirrel cage motor, compared to a squirrel
cage motor? [A]
(i) High starting torque
(ii) Excellent running performance
15. What is meant by Slip power recovery Scheme? [U]
This slip power can be returned to the supply source and can be used to supply an additional
motor which is mechanically coupled to the main motor. This type of drive is known as a slip
power recovery system and improves the overall efficiency of the system.
16. What are the various methods of speed control of 3 phase induction motor? [U]
(i) stator voltage control
(ii) stator frequency control
(iii) V/f method
(iv) pole changing method
17.What is the function of slip ring in 3 phase induction motor? [A]
Slip rings are used to connect external stationary circuit to internal 2 M rotating circuit.
18.Under what condition the slip in an induction motor is ? [Nov/Sec 2015][A]
a) Negative
b) Greater than 1
a)When rotor is running at a speed above the synchronous speed slip is negative.
b)When motor is rotated in opposite direction to that of rotating field slip is greater than 1
19.What are the 2 fundamental characteristics of a rotating magnetic field? [U]
a)The resultant of three alternating fluxes separated from each other by 120 degree
has constant amplitude of 1.5 .
b)The resultant always keeps on rotating with a certain speed in space.
20. What is induction generator? [R]
When the slip of the induction motor is negative the induction motor that runs as a generator
is called induction generator.
21. What are the purposes that could be served by external resistors connected in the
rotor Circuit of phase wound induction motor? [U]
a) Increasing starting torque.
b) For speed control
c) Limiting starting current.
22. What are the merits of inner and outer cage of double cage induction motor? [R]
Merits of inner cage—
a)leakage reactance is high.
b)resistance is small.
Merits of outer cage—
a)has high starting torque.
b)resistance is high.
23. Define Synchronous speed in a 3 phase I.M? [R]
The speed at which the revolving flux rotates is called synchronous speed Ns and is given by
Ns =120f / P
Where f – Supply Frequency
P- Number of poles on the stator
24. What are the losses in induction motor? [R]
a)constant losses
b)variable losses.
25. What is crawling in I.M? [R]
The tendency of the motor to run stably at speeds as low as one seventh of its synchronous
speed with a low pitched howling sound is called crawling
26. What are the applications of 3 phase I.M motors? [AP]
a)driving fans b)blowers.
c)lathes d)lifts---etc.
PART – B
PART – C
1. The name plate details of a 1-phase , 4-pole induction motor gives the following data
output=410w,supply voltage=230v,frequency=50hertz,input current=3.2A,power factor=
0.8, speed=1410 rpm. calculate;
(1) The efficiency of the motor, and
(2) the slip of the motor when delivering the rated output. [E](15)
2. Explain in detail about construction and working principle of 3 phase induction motor
[Apr/May 2015] [May/June 2016][U](15)
3. Explain the following starters used for starti induction motors:
(i) auto-transformer starter.
(ii) star-Delta starter [Apr/May 2017][Nov/Sec 2015][U](15)
UNIT - V
Special Machines
PART – A
When motor fed supply from single phase, its stator winding produces an alternating flux,
which doesn’t develops any torque.
10. Differentiate between “capacitor start” & “Capacitor start capacitor run” single
phase induction motor? [Apr/May 2017][E]
Capacitor start – capacitor is connected series with starting winding, but it will be
disconnected from supply when motor pick up its speed.
Capacitor start capacitor run - starting winding and capacitor will not be disconnected from
supply even though motor pickup its speed.
11. What are the principal advantages of rotating field type construction? [R]
Relatively small amount of power required for field system can easily supplied to rotating
system using slip rings and brushes, more space is available in the stator part of the machine
to provide more insulation, it is easy to provide cooling system, stationary system of
conductors can easily be braced to prevent deformation.
12. What is the function of capacitor in a single phase induction motor? [R]
Capacitor is used to improve the power factor of the motor. Due to the capacitor connected in
series with the auxiliary winding, the capacitive circuit draws a leading current which
increases the split phase angle between two currents I m and Ist .
13. What is the use of shading coil in the shaded pole motor? [AP]
In shaded pole motors the necessary phase –splitting is produced by induction. These motors
have salient poles on stator and a squirrel cage type rotor . The poles are shaded ie each pole
carries a copper band one of its unequally divided part is called shading band. When single
phase ac supply is given to the stator winding due to shading provided to the poles a rotating
magnetic field is generated .
14 .Why capacitor –start induction motors advantageous? [A]
In capacitor start induction motors capacitor is connected in series with the auxiliary winding
.when speed of the motor approaches to 75 to80%of the synchronous speed the starting
winding gets disconnected due to the operation of the centrifugal switch . the capacitor
remains in the circuit only at start . the starting torque is proportional to phase angle _ and
hence such motors produce very high starting torque.
15 . List out 4 applications of shaded pole induction motor? [AP]
shaded pole motors have very low starting torque , low power factor and low efficiency. The
motors are commonly used for small fans , toy motors ,advertising displays , film projectors ,
record players ,gramophones ,hair dryers , photocopying machines etc
16. What are the drawbacks of the presence of the backward rotating field in a single
phase induction motor? [U]
Due to cutting of flux, emf gets induced in the rotor which circulates rotor current. The rotor
current produces rotor flux This flux interacts with forward component Φf to produce a
torque in one particular direction say anticlockwise direction, while rotor flux interacts with
backward component Φb to produce a torque in the clockwise direction. so if anti clock wise
torque is positive then clockwise torque is negative thus net torque experienced by the rotor is
zero at start
17. Why is hysteresis motor free from mechanical and magnetic vibrations? [A]
The stator of hysteresis motor carries main and auxiliary windings to produce rotating agnetic
field or of shaded pole type also. The rotor is smooth cylindrical type made up of hard
189 II YEAR EIE QUESTION BANK PEC
ELECTRICAL MACHINES
magnetic material .The torque in this motor is constant at all speeds it runs at synchronous
speed. there is not relative motion between stator and rotor field so the torque due to eddy
current vanishes .only hysteresis torque is present which keeps rotor running at synchronous
speeds .the high retentivity ensures continuous magnetic locking between stator and rotor .
Hence it is free from magnetic vibrations
18 . What types of motor is used in computer drives and wet grinders? [AP]
For computer drives permanent magnet dc motors are used while in wet grinders universal
motor may be used.
19. What are the specific characteristic features of the repulsion motor? [U]
Repulsion motors give excellent performance characteristics. A very high starting torque of
about 300 to350% of full load can be obtained with starting currents of about 3 to 4 times the
full load current. Thus it has got very good operating characteristics. The speed of the motor
changes with load with compensated type of repulsion motor the motor runs with improved
power factor as the quadrature drop in the field winding is neutralised. Also the leakage
between armature and field is reduced which gives better regulation.
20. Discuss characteristics of single phase series motor. [E]
To reduce the eddy current losses, yoke and pole core construction is laminated.
The power factor can be improved by reducing the number of turns. But this reduces
the field flux. But this reduction in flux increases the speed and reducing the torque.
To keep the torque same it is necessary to increase the armature turns proportionately.
This increases the armature inductance.
21. What are the demerits of repulsion motor? [U]
very expensive
speed changes with load
on no load speed is very high causing sparking at brushes
low power factor on no load
22. List four applications of reluctance motors? [AP]
This motor is used in signalling devices, control apparatus, automatic regulators, recording
instruments, clocks and all kinds of timing devices, teleprinters, gramophones .
23. What is a universal motor? [R]
There are small capacity series motors which can be operated on dc supply or single phase ac
supply of same voltage with similar characteristics called universal motors. The construction
of this motor is similar to that of ac series motor.
24. List the disadvantages of a switched reluctance motor. [R]
1. Stator phase winding should be capable of carrying magnetizing current.
2. For high speed operation developed torque has undesirable ripples is a result develops
undesirable noises or acoustic noises.3. It requires a position sensors.
25. Why rotor position sensor is essential for the operation of switched reluctance
motor? [A]
It is normally necessary to use a rotor position for commutation and speed feed back. The
turning ON and OFF operation of the various devices of power semiconductor switching
circuit are influenced by signals obtained from rotor position sensor.
SRM SyRM.
In order to have self starting The motor has the same number of
capability and bidirectional poles on stator and rotor.
control, the rotor of a SRM has
lesser poles than the stator.
PART - B
1. Describe the construction, working principle and applications of shaded pole single phase
induction motor with neat diagrams. [R][U] [AP] (16)
2. Explain the construction, working principle, characteristics and applications of Universal
motor with relevant diagrams. [May/June 2016], [Apr/May 2015][R][U][AP] (8,5)
3. With a neat diagram explain in detail the following: [R][U] (10)
(i) Capacitor start and Capacitor run induction motor
(ii) Split phase induction motor
4. With a neat diagram explain in detail the following: [R][U] (16)
(i) Repulsion motor
(ii) Hysteresis motor [May/June 2016],[Apr/May 2015] (8,5)
5. Explain with phasor diagram the double revolving field theory.
[Apr/May 2017] [Apr/May 2015][U](13,16)
6. Explain the construction, working principle, characteristics and applications of Brushless
DC motor with relevant diagrams. [Apr/May 2017][R][U][AP] (13)
7. Explain the following: [R][U] (16)
(i) Cross field theory in 1phase induction motor
(ii) Permanent magnet brushless DC motor
PART – C
1. Explain with phasor diagram the double revolving field theory. [Apr/May 2017] [U](15)
2. Explain the construction, working principle, characteristics and applications of Brushless
DC motor with relevant diagrams. [U] (15)
3.Explain the construction and various modes of excitation of VR stepper motor. [R]