Explore topic-wise InterviewSolutions in .

This section includes InterviewSolutions, each offering curated multiple-choice questions to sharpen your knowledge and support exam preparation. Choose a topic below to get started.

1.

When the residuals are scaled, the vanishing value is ___________(a) less than 10(b) less than 10(c) more than 10^-5(d) less than 10^-5The question was posed to me in an online interview.This is a very interesting question from Relaxation in division Discretization of the Source Term & Relaxation of Computational Fluid Dynamics

Answer»

Correct ANSWER is (d) less than 10^-5

For explanation I would say: The common RANGE of the vanishing value is from 10^-3 to 10^-5 for the scaled RESIDUALS. I can also range below this level. The integrated quantities are also used to ENSURE the convergence of the solution.

2.

Which of these statements states the need for the normalization of the residual?(a) Different variables result in different level of residuals(b) Different variables result in the same level of residuals(c) Different variables result in different residuals(d) Different variables result in same residualsThis question was posed to me at a job interview.Origin of the question is Relaxation topic in portion Discretization of the Source Term & Relaxation of Computational Fluid Dynamics

Answer»

Right OPTION is (a) Different variables result in different level of RESIDUALS

Explanation: When the influence of the sign of the residual can be RULED out by the absolute residual, the level of the absolute residual VARIES with the VALUE of the flow variables. To overcome this problem, the residuals are normalized.

3.

When the source term does not vary much, the source term is ___________(a) implicitly calculated(b) calculated from the previous iteration’s values(c) solved simultaneously(d) calculated form the current valuesI have been asked this question in a national level competition.I need to ask this question from Source Term Discretization topic in chapter Discretization of the Source Term & Relaxation of Computational Fluid Dynamics

Answer»

Right choice is (b) calculated from the PREVIOUS iteration’s values

The explanation is: As the source TERM is a FUNCTION of the flow VARIABLE, it can be calculated using the available Φ values. In an ITERATIVE process, the available values are the previous iteration’s flow variable values.

4.

Which of these is the denominator while finding the root mean square residual?(a) Sum of the absolute residuals(b) Sum of the actual residuals(c) Number of elements(d) Sum of the scaled residualsThis question was addressed to me in quiz.My question comes from Relaxation in section Discretization of the Source Term & Relaxation of Computational Fluid Dynamics

Answer» RIGHT answer is (c) NUMBER of elements

The best I can EXPLAIN: The ROOT mean square is the ratio of the square root of the SUM of squares of the absolute residuals to the number of residuals. The number of residuals is the same as the number of elements.
5.

When the field of the flow variable is exact, the residual will be __________(a) negative(b) positive(c) zero(d) oneThis question was posed to me in quiz.The origin of the question is Relaxation topic in section Discretization of the Source Term & Relaxation of Computational Fluid Dynamics

Answer»

The correct answer is (c) zero

The best I can explain: When the SOLUTION FIELD is exact, it means that the solutions converged. Therefore, the residual will be zero. The correction will ALSO be zero in this CASE. But, in real, the solution will not reach the exact solution. Therefore, the residual will never be zero.

6.

Which of these values is used to find the normalized residual?(a) The minimum of all the residuals(b) The maximum of all the residuals(c) The sum of all the residuals(d) The product of all the residualsThe question was asked at a job interview.Question is taken from Relaxation topic in division Discretization of the Source Term & Relaxation of Computational Fluid Dynamics

Answer»
7.

The standard form of the equations is solved for __________ and the residual form is solved for _________(a) flow variables, residuals(b) flow variables, corrections(c) corrections, flow variables(d) residuals, flow variablesThis question was posed to me in final exam.This key question is from Relaxation in portion Discretization of the Source Term & Relaxation of Computational Fluid Dynamics

Answer»

Correct answer is (B) FLOW VARIABLES, corrections

The best EXPLANATION: The standard form of the equations is SOLVED for the flow variables so that the algebraic equations are satisfied. The residual form of the discretized equations is solved for the corrections needed to satisfy those equations.

8.

Which of these transport phenomena do not involve any source term?(a) Heat conduction(b) Heat radiation(c) Turbulence models(d) Chemical reactionsThis question was addressed to me in final exam.The question is from Source Term Discretization in portion Discretization of the Source Term & Relaxation of Computational Fluid Dynamics

Answer» CORRECT option is (a) Heat conduction

The explanation is: Many of the PHYSICAL phenomena include the source and sinks. The equations of TURBULENCE models, chemical reactions, radiation heat transfer and multiphase flows contain source terms. Pure heat conduction PROBLEM does not include any source term.
9.

The time-step advancement of the E-factor relaxation is dependent on ___________(a) the convergence(b) the stability(c) the accuracy(d) the cell volumeThis question was addressed to me in exam.The origin of the question is Under-Relaxation in chapter Discretization of the Source Term & Relaxation of Computational Fluid Dynamics

Answer»

The correct ANSWER is (d) the cell volume

For explanation I would SAY: The time-step ADVANCEMENT of the E-factor relaxation DEPENDS on the grid size. The solution in the smaller element advances more slowly than the solution in the larger element.

10.

Relaxation techniques are used to ensure __________(a) convergence(b) stability(c) accuracy(d) boundednessThe question was asked in exam.This question is from Under-Relaxation in division Discretization of the Source Term & Relaxation of Computational Fluid Dynamics

Answer»

The correct option is (a) convergence

For EXPLANATION I WOULD say: Relaxation techniques are USED to increase the convergence of the solution by CHANGING the values of the variables during the iterative process. It actually relaxes the conditions which should be satisfied to get the SOLUTIONS.

11.

What is the relation between the E of the E-factor relaxation and the relaxation factor λ?(a) E=\(\frac{1}{1-\lambda}\)(b) E=\(\frac{\lambda}{1-\lambda}\)(c) E=\(\frac{\lambda}{1+\lambda}\)(d) E=\(\frac{1}{1+\lambda}\)I got this question by my school teacher while I was bunking the class.My doubt is from Under-Relaxation in division Discretization of the Source Term & Relaxation of Computational Fluid Dynamics

Answer»

Right choice is (a) E=\(\FRAC{1}{1-\lambda}\)

To explain: The RELAXATION factor is expressed in terms of E factors in the E-factor relaxation. In general, the E factors RANGE from 4 to 10. This range CORRESPONDS to the under-relaxation factors of range 0.75 and 0.9.

12.

Which of these relaxation techniques is used in the SIMPLE algorithm?(a) Explicit over-relaxation(b) Implicit over-relaxation(c) Explicit under-relaxation(d) Implicit under-relaxationThis question was posed to me by my school teacher while I was bunking the class.This question is from Under-Relaxation topic in division Discretization of the Source Term & Relaxation of Computational Fluid Dynamics

Answer»

Correct answer is (c) Explicit under-relaxation

The EXPLANATION is: The very common ALGORITHM which uses the relaxation technique is the SIMPLE algorithm. It uses the explicit under-relaxation technique to DECREASE the effect of the correction FACTORS in the pressure and velocity correction equations.

13.

What is the disadvantage of over-relaxation?(a) Stability is decreased(b) Divergence is increased(c) Oscillations are increased(d) Convergence is increasedThis question was addressed to me at a job interview.My doubt is from Under-Relaxation topic in portion Discretization of the Source Term & Relaxation of Computational Fluid Dynamics

Answer»

Right answer is (a) STABILITY is DECREASED

The EXPLANATION: When the relaxation factor is more than one, the PROCESS is called over-relaxation. This will lead to a higher rate of convergence and leads to faster convergence. But, the disadvantage is that stability will be decreased.

14.

The explicit under-relaxation method means that __________(a) the changes are made before each iteration(b) the changes are made before the iteration process(c) the changes are made after the iteration process(d) the changes are made after each iterationI got this question in an interview.My doubt stems from Under-Relaxation in section Discretization of the Source Term & Relaxation of Computational Fluid Dynamics

Answer» CORRECT answer is (c) the CHANGES are made after the iteration process

The explanation is: Relaxation can be PERFORMED either after obtaining the solution of each iteration (explicitly) or before the process of iteration at each step (IMPLICITLY). IMPLICIT methods are most commonly used.
15.

Which of these statements about the Patankar’s under-relaxation is true?(a) The value form the previous iteration is modified(b) The diagonal coefficients are modified(c) The whole equation is modified(d) The neighbouring coefficient is modifiedI have been asked this question in an internship interview.The doubt is from Under-Relaxation in section Discretization of the Source Term & Relaxation of Computational Fluid Dynamics

Answer»

The correct option is (B) The diagonal coefficients are modified

To explain: Patankar’s under-relaxation modifies the VALUE from the previous iteration, the diagonal coefficients and the NEIGHBOURING coefficients. The WHOLE equation REMAINS unmodified.

16.

The maximum value of residual is used to __________(a) decrease the importance of sign(b) compare with the vanishing value(c) include the sign of the residual(d) increase the importance of signThis question was posed to me in an internship interview.My doubt stems from Relaxation in chapter Discretization of the Source Term & Relaxation of Computational Fluid Dynamics

Answer»

Right choice is (b) COMPARE with the vanishing value

The EXPLANATION: The maximum value of residual is found by comparing the values of the absolute residuals. If this maximum value becomes less than the vanishing quantity (provided by the user), then the RESULT is CONVERGED.

17.

Why is the residual form of the discretized equations used?(a) It increases the rate of convergence(b) It increases the stability(c) It increases the accuracy(d) Numerical errors are lessI had been asked this question at a job interview.Question is from Relaxation topic in portion Discretization of the Source Term & Relaxation of Computational Fluid Dynamics

Answer»

The correct choice is (d) Numerical errors are less

For EXPLANATION: The residual form of the discretized equations are mathematically equivalent to the STANDARD form. In this form, the numerical errors are less when the variations are small for large flow VARIABLE values.

18.

When the relaxation factor is less than one, which of these will occur?(a) Increase the speed of convergence(b) Slow down the speed of convergence(c) Decrease the stability(d) Increase the divergenceI have been asked this question during an interview.My doubt stems from Under-Relaxation topic in division Discretization of the Source Term & Relaxation of Computational Fluid Dynamics

Answer»

Correct choice is (b) SLOW down the speed of CONVERGENCE

Explanation: The process is called under-relaxation when the relaxation factor is less than one. This decreases the rate of convergence of the RESULTS. But, the ADVANTAGE is that the stability of the solution is increased.

19.

Which of these methods is recommended for the source term treatment in general?(a) Treat sinks explicitly and sources implicitly(b) Treat sinks implicitly and sources explicitly(c) Treat the source term explicitly(d) Treat the source term implicitlyI got this question during a job interview.The question is from Source Term Discretization in division Discretization of the Source Term & Relaxation of Computational Fluid Dynamics

Answer»

Right CHOICE is (b) Treat sinks implicitly and SOURCES explicitly

Explanation: If the source TERM is properly TREATED, the robustness of the problem will increase. In general, it is better to treat the sinks (negative values) implicitly and the sources (positive values) explicitly.

20.

The relaxation techniques slow down the __________(a) whole iterative process(b) effect of the sources(c) effect of the neighbouring elements and the source terms(d) effect of the neighbouring elementsThis question was posed to me in quiz.The above asked question is from Under-Relaxation topic in division Discretization of the Source Term & Relaxation of Computational Fluid Dynamics

Answer»

The correct option is (c) effect of the neighbouring elements and the SOURCE terms

The explanation: It SLOWS down the effects of the neighbouring elements and the source TERM on the central ELEMENT. It is because these two impose the constraint on the value of the central element.

21.

Which of these physical properties of the flow problems is affected by the source term?(a) Order of accuracy(b) Reduction of error(c) Stability(d) AccuracyI had been asked this question in an international level competition.My doubt is from Source Term Discretization in section Discretization of the Source Term & Relaxation of Computational Fluid Dynamics

Answer»

Correct choice is (c) STABILITY

The explanation is: The physics of the problem is greatly affected by the SOURCE TERM. Moreover, talking from the analysis SIDE, the stability condition of the problem differs for the problems with sources and the problems WITHOUT sources.

22.

The source term is ____________(a) equal to the square of the source term(b) equal to the source term(c) a function of the flow variable(d) a function of the product of flow variable and the sink termThe question was posed to me during an internship interview.Question is from Source Term Discretization topic in section Discretization of the Source Term & Relaxation of Computational Fluid Dynamics

Answer»

The CORRECT answer is (c) a function of the flow variable

The EXPLANATION is: The SOURCE term QC is a function of the DEPENDENT variable which is the flow variable. GIVING this mathematically,

QC=Q(ΦC).

23.

Which of these equations can be written in the residual form?(a) The discretized equations(b) The governing equations(c) The PDEs(d) The ODEsThis question was addressed to me during an interview for a job.This is a very interesting question from Relaxation in section Discretization of the Source Term & Relaxation of Computational Fluid Dynamics

Answer»

Correct ANSWER is (a) The discretized equations

Easy EXPLANATION: The residual FORM can be taken by the discretized algebraic equation. While the other form of the equation is CALLED the standard or direct form, the residual form can also be called correction form.

24.

The absolute residual is calculated __________(a) to overcome high values of residuals(b) to decelerate the convergence process(c) to overcome the sign problems in the actual residual value(d) to increase the rate of convergenceThis question was posed to me in an interview for job.This is a very interesting question from Relaxation in section Discretization of the Source Term & Relaxation of Computational Fluid Dynamics

Answer» RIGHT choice is (c) to overcome the sign problems in the actual residual value

For explanation: The residual may be a positive or a negative QUANTITY. As the sign is not needed, the ABSOLUTE value of the residual is found. If the absolute residual decreases with ITERATIONS, the solution CONVERGES.
25.

For linearizing the source term, which of these methods is used?(a) Weighted average(b) Series expansion(c) Normalization(d) Central differencingI got this question in an interview for job.Asked question is from Source Term Discretization in division Discretization of the Source Term & Relaxation of Computational Fluid Dynamics

Answer»

Correct answer is (B) Series EXPANSION

The best I can explain: To reduce the effects of the highly VARYING SOURCE term on the process, the term should be linearized. For this linearization, a series expansion like the Taylor series expansion is USED.

26.

When the source term varies highly, which of these properties is affected?(a) Consistency(b) Boundedness(c) Stability(d) Rate of convergenceThe question was asked during an interview for a job.The origin of the question is Source Term Discretization in chapter Discretization of the Source Term & Relaxation of Computational Fluid Dynamics

Answer»

The correct option is (d) RATE of convergence

For EXPLANATION I would say: When the source term is a constant or small, the analysis is not AFFECTED by it. But, when the variation of the source term is large, the rate of convergence of the numerical PROCESS is GREATLY affected.

27.

There is no relaxation when the relaxation factor is __________(a) positive infinity(b) negative infinity(c) one(d) zeroI had been asked this question by my school teacher while I was bunking the class.The doubt is from Under-Relaxation topic in section Discretization of the Source Term & Relaxation of Computational Fluid Dynamics

Answer»

The correct option is (d) zero

The best explanation: If the relaxation factor is zero, it MEANS that the effect of the EXTERNAL FACTORS is completely removed. There is no relaxation if the relaxation factor is one. The same effect as the original one is taken for consideration.