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  • Ansys Autodyn for the structural analysis has a connection to the challenging engineering issues that the manufacturing unit faces. You can ask our specialists for assistance if you need help with a complicated problem relating to this subject. The program would speed up the process of helping engineers develop better structures.
  • Ansys mechanical is a program designed specifically for mechanical engineers and is used extensively by them. The engineers would be able to simulate cutting-edge materials, complex environmental loadings, and industry-specific requirements in areas like composite materials and hydrodynamics. We work on this subject and assist students in getting excellent test scores.
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  • Q1: For the above gas turbine (question 1), it has been decided that for efficiency improvement some changes are required. You have been given task of helping the organization, as a consultant. Can you recommend practical changes that can lead to efficiency improvement? One of the researchers at UA's Mechanical Engineering Department, came-up with an idea of integrating above gas turbine with a steam powered cycle, so that end combination would be combined power plant cycle. It was also recommended to use a simple ideal Rankine cycle operating between the pressure limits of 6MPa and 6kPa,for ease of calculations. Steam is heated in a heat exchanger by the exhaust gases toa temperature of 550 degrees C. The exhaust gases leave the heat exchanger at 400K. Use appropriate assumed values, where required. Gas/Steam tables available with you could be used in these questions. Being a consultant, you have been asked to evaluate this approach Can you give details of efficiency improvements by taking above approach? Also give details of numerical method used to calculate improved efficiency? See Answer
  • Q2: c) Does a linear regression model seem appropriate for these data? Briefly justify in two sentences or less.See Answer
  • Q3: d) Define the simple linear regression model, where sales is the response variable. Be sure to clearly define any variables you introduce.See Answer
  • Q4: 1) Using correlation, perform a hypothesis test to determine whether sales and dollars spent advertising in newspapers are linearly related. Be sure to clearly show all the steps of the hypothesis test.See Answer
  • Q5: e) Give the least squares regression line for the model in (d).See Answer
  • Q6: Consider the class of hypotheses consisting of all Boolean functions that can be represented as a list of if-then rules of the form: If l, then b1, else if l, then b2, ..., else b. where l; (for all 1 <i < k) is a literal, that is, a variable x; or its negation T; and b; E {1,0} is the assigned label. For example, "If x2 then 1, else if æ1 then 0, else 1"is a decision list. Assuming that only n variables can be used. Is the class of decision lists learn-able in the PAC model? Justify your answer with a formal argument (in maximum2 pages. O For the class H of axis-aligned n-dimensional rectangles in R", that is H = {[01, b1] × --- x [a,, bn] : a;, b; € R} O Give a PAC-learning algorithm. Prove that your algorithm satisfies the conditions for PAC learnability. How does the sample complexity vary as a function of n? Your answer should not exceed 2 pages.See Answer
  • Q7: Consider the following hypothetical scenario. A car company would like to use a Bayesian Network model to better predict whether a certain customer will buy a specific car, so they can focus their efforts on developing certain car models. Specifically, they want to label pairs of customers and car models according to whether they belong to the target class 'buys'. The manufacturer has selected eight attributes, each taking values from {yes, no}, namely Basic features of the car: - '5-star safety rating': whether the car model has been awarded with the highest safety rating (5-stars in this case) - 'side-airbags':whether the car model includes side airbags ʻlarge engine capacity': whether the car has a capacity of at least 2 litres 'expensive' whether the car is expensive Characteristics of the client: 'young': whether the client is young • 'rich': whether the client is rich 'family':whether the client is a family • 'interested': whether the client is interested in the carSee Answer
  • Q8: For the hypothesis class H defined by the following family of subsets of the real line: [r,r+ 1] U [r + 2, 0), with r e R Determine the VC-dimension of H. Justify your answer, by giving a proof (in maxi-mum 1 page).See Answer
  • Q9: H=\bigcup_{i=1}^{k} H_{i} Consider two alternative approaches: 1. Learn on the sample using the ERM rule. 2. Divide that sample into a training set of size (1 – a)m, and a validation set of size amfor some a e (0,1). Then apply the approach of model selection using validation, i.e.: • First, train each class H¡ on the (1 – a)m training examples using the ERM rulew.r.t. H; and let h1,..,h be all the resulting hypotheses. • Second, apply the ERM rule w.r.t. to the finite class {h1,..,hg} on the am vali-dation examples. Under which conditions is the second approach better? Justify your answerformally (using maximum 2 pages). Let H1, … · ,Hk be hypothesis classes such that H1 C H2 C … c Hk and |H1 = 2', for every i E {1,..,k}. Suppose you are given a sample of size m (with each element chosen i.id.), and you want to learn the union of all these classes, that is you would like to learn the hypothesis classSee Answer
  • Q10: SAS Question: A researcher wants to investigate the relationship between money invested in newspaper advertisement and product sales. Data have been collected and can be downloaded: sales.csv. Note that the data are in thousands of dollars.All (and only) relevant SAS code and output must be submitted with this question. a) Calculate the correlation between the two variables.See Answer
  • Q11: The bracket in blue is welded to a support. A force of 10 kN is applied through bearing force on the lower half of the circle (distributed load on the lower half of the circle with a resultant of 10kN). The thickness of the bracket is 50 mm. ANSYS Workbench requirements: 1. Solve the problem :as a 3-dimensional problem using 3D solid element. 2. Solve the problem as a 2-dimensional problem using plane stress element. 3. Compare the results. 4. Verify the model and results. 1. There is no need to draw the support when solving the problem). 2. You may ignore the fillet during the 2D modelling of the problem. 3. Submit a report along with discussions (together with photos of your work). 4. Create a cover page on your own.See Answer
  • Q12:The steps to conducting CFD simulations in ANSYS CFX are a. Import geometry (static.x_t-available in week 8 ilearn page) b. Construct a suitable mesh c. Set up the CFD model that requires the following steps: Setup General: Select solver as a steady state solution • • Models: Turn on energy equations and select viscous model (laminar or turbulence) • Add material properties i.e. water • Assign the boundary conditions, including two inlets and one outlet with the correct boundary conditions according to your student ID. Solution • Methods: Conduct the simulation using the correct flow regime (laminar/turbulent flow) • Solution: Set the relaxation factors and/or residuals (convergence criteria). • Initialisation: Initialise domain - flow field can be initialized with 0 m/s velocity • Report files and Report definitions: identify parameters, values, and plots that are required to be reposted. • Run calculation: Set-up time step, the maximum number of iterations per time step, number of time steps, and reposting intervals. The total physical time is given in each section. d. Conduct another simulation with a refined mesh. e. Conduct a validation study (suggestion: analytical solution to compare your numerical result) f. Check if the solution converges and physical models are correctly selected. g. Visualise and analyse the results.See Answer
  • Q13:Your task is to investigate whether the tumor may be safely detected by testing using electromagnetic waves. You may assume that: (i) (ii) the tumor has grown to a thickness of between 5 mm and 12 mm. You have been granted permission to carry out low power (in vitro) laboratory tests in the frequency band between 1 GHz and 12 GHz in a shielded room. The power limit is 1 W throughout the allowed frequency band. (iii) VSWR, return loss (S11) and input impedance (real and imaginary part) can all be automatically measured and that detection of the tumor will be based on those measurements. Include in your report: (a) Your opinion on how electromagnetic waves in the above frequency range may best assist in safely detecting malignant tumors with the characteristics described above. (b) Simulation results specifically chosen to support your opinion in (a) above. (c) Statements that logically align your opinion in (a) above with the simulation results you provide in (b). [You will be penalised if you provide simulation results with no corresponding statements that align them with your opinion in (a)]. (d) Additional simulations that you would do, to confirm your opinion in (a) above, if the limitations imposed by the student version of HFSS were to be removed.See Answer
  • Q14:Section 3 Refer to Table 1 and figure 2 of: N.H.Ramil, H Othman, D.K. Hamzah, " Design of a CPW Fed Implantable Antenna at frequency 2.4 GHz for Wireless Implantable Body Area Network", 2020 IOP Conf Ser: Material Science and Engineering. (a) Use the Ansys HFSS software to investigate the performance of the proposed antenna in free space. Report any significant difference(s) between your results and those published in the paper. Your focus should be on the reflection coefficient. (Your response, which is to be limited to 5 sentences, should be supported by results from your simulation) (b) Use the Ansys HFSS software to investigate the performance of the proposed antenna when implanted in the human body. Include in your model a reasonably sized biological phantom. Compare your findings with those of part(a). Your focus should be on the reflection coefficient. (Your response, which is to be limited to 5 sentences, should be supported by results from your simulation and relevant information from the above paper) (c) In your opinion, what is the main reason for the discrepancies you identified in part (a). How would you use Ansys HFSS to support your opinion. (Your response should be limited to 5 sentences plus possibly a diagram or table. You do not have to perform any simulation for this part.)See Answer
  • Q15:Submits to ilearn Computational Fluid Dynamics (CFD) is a branch of Fluid Dynamics which is used for numerical engineering to solve and analyse problems in which fluid flows are involved. A static mixer is a device widely used in various industries to blend and homogenize fluid streams. It consists of stationary blades or elements within a pipe, creating a tortuous path for the fluids to mix thoroughly. This mixing process is crucial in applications such as chemical processing, food production, and water treatment, where achieving a consistent blend of different components is essential. In this assignment, water enters both pipes simultaneously but at different temperatures. The first entry has a speed of 2 m/s and a temperature of 3XY K (student ID dependent), while the second entry has a speed of 2 m/s and a temperature of 285 K. The objective of this assignment is to gain proficiency in using CFX to determine the speed and temperature of the water as it exits the static mixer. Additionally, you are tasked with implementing mesh refinement techniques and exploring discretisation schemes that may impact the solution. 2 m/s 3XY K r=2m 0 Pa 2 m/s 285 K Figure 1: Static Mixer with 2 Inlet Pipes and I Outlet Pipe XY is the last two digits of your student ID. For example, if your student ID is 41234567, then temperature at the specified inlet is 3XY=367 K. There is a 50% deduction if these parameters do not match your student ID number./nTo determine if the flow is in the laminar or turbulence regime, Reynold number can be evaluated based on the inlet velocity: Re = pvD/μ where p is the density, μ is the viscosity of the water and D is the diameter. The steps to conducting CFD simulations in ANSYS CFX are a. Import geometry (static.x_t-available in week 8 ilearn page) b. Construct a suitable mesh c. Set up the CFD model that requires the following steps: Setup General: Select solver as a steady state solution • • Models: Turn on energy equations and select viscous model (laminar or turbulence) (1) • Add material properties i.e. water • Assign the boundary conditions, including two inlets and one outlet with the correct boundary conditions according to your student ID. Solution • Methods: Conduct the simulation using the correct flow regime (laminar/turbulent flow) • Solution: Set the relaxation factors and/or residuals (convergence criteria). • Initialisation: Initialise domain-flow field can be initialized with 0 m/s velocity Report files and Report definitions: identify parameters, values, and plots that are required to be reposted. Run calculation: Set-up time step, the maximum number of iterations per time step, number of time steps, and reposting intervals. The total physical time is given in each section. d. Conduct another simulation with a refined mesh. e. Conduct a validation study (suggestion: analytical solution to compare your numerical result) f. Check if the solution converges and physical models are correctly selected. g. Visualise and analyse the results. A professional report in conference proceeding format should be prepared using the provided template (refer to MECH3004_assignment2_template.docx) and address the following within your report. The page limit for this report is 10 pages. The choice to adopt the conference proceeding format is strategic, aiming at effective communication of your findings. This format not only facilitates a structured presentation of your research but also ensures that your work reaches a broader audience. The dissemination of information through conference proceedings allows for knowledge exchange and engagement with peers, experts, and professionals in the field./nYour professional report can be structured with the following headings: 1. Problem Description & Introduction (5%) Introduction with references. 2. Governing equations, boundary conditions and assumption (20%) Report on the boundary conditions. Are your boundaries placed at the correct location? Any simplification approach you use for this problem and is it valid? Use figure to report. 3. Validation (5%) Discuss how you have validated. How valid are they? 4. General results (30%) Discuss some of the flow features you have found in your analysis. Discuss the mixing and the temperature distribution. Consider using streamline plot, velocity vector, velocity contour, temperature contour, velocity and temperature profiles at different locations. 5. Mesh Refinement & Result (20%) Obtain solutions on a refined grid size. Discuss the features of your grids, why you have designed them this way, and how the grid refinement affects the solution. Suggest whether you have reached grid convergence. It is recommended to use somewhere between 100,000 to 500,000 cells, for a reasonable accuracy but still able to solve in a reasonable time. 6. Discretization Schemes & Convergence (15%) Obtain solutions using two different discretization schemes. Explain the scheme and the relative advantages / disadvantages. Are the results as you expect? Which scheme do you recommend for this problem? What convergence level do you suggest for your problem? Why? 7. Conclusion & Reference (5%) Summarise your analysis. Include your references.See Answer
  • Q16:17 each cubic cell, the reinforced open foam structure is assumed to be reticular cylindrical 18 struts latticed in three different patterns: (1) cross-cubic, (II) cross-cubic with space 19 diagonals, (III) tetrakaidekahedral.See Answer
  • Q17:Part I - Theoretical Calculations Theoretical calculations or back-of-the-envelope calculations are very important to do before running a finite element analysis. They give us a sense of what to expect out of the analysis and how to set it up, i.e., how to choose an appropriate model, how to apply loads & boundary conditions, and how to interpret the results of the simulation. (i) Consider a cross section at (a) the fixed support, and (b) at 100 mm from the fixed support. Draw the free body diagrams for these isolations and show the internal resultant loads on these sections (using the sign convention discussed in class). Calculate the bending stress and transverse shear stress distribution on these 2 cross sections. Also calculate the deflection of the free end of the beam using beam theory from your mechanics class (you do not need to derive anything; you may use the relevant equations from the appendix of the Mechanics of Materials textbook by Hibbeler)./nPart II - 3D Solid Model (iii) Model the structure in 3D - you can create the cross section on the YZ plane and extrude it in the positive X direction for the appropriate length. This will ensure that the coordinate system is oriented in the same way that we consider in examples solved in class. (iv) Fix the back face of the beam using a fixed support. Recognize that this leads to a stress singularity at the corners of the back face of the beam. Explain why this stress singularity is seen and how you can deal with it using Saint Venant's principle. (v) Apply the loading to the cantilever beam in ANSYS. Mesh the model with a mesh element size of 50 mm. Determine the maximum deflection of the beam and the maximum normal and shear stress magnitudes at the fixed support. Compare these with the results of Part I above. What do you observe? Then mesh the model with a mesh element size of 35 mm, 25 mm, 12.5 mm, and 6.25 mm (let's call these iterations 2, 3, 4, and 5). Plot the maximum normal and shear stress magnitudes vs. the iteration number for the different values of the mesh element size - this is called a convergence analysis. What do you observe? Explain why you see this behavior. (vi) Insert a surface at the cross section (along the YZ plane) at a distance of 100 mm from the fixed support. Show figures of the variation of the bending stress and shear stress along this surface. (vii) Repeat the analysis above looking at the stress magnitudes at the cross section 100 mm from the fixed support. What do you observe? Explain this behavior. (viii) Determine the effect of the depth-to-span ratio of the beam on the ratio of the maximum transverse shear to the maximum bending stresses. Do this by varying the length of the beam - choose lengths of 1 m, 0.75 m, 0.5 m, 0.375 m, 0.25 m, and 0.125 m. Use the smallest mesh size (6.25 mm) to ensure convergence of the solution. Repeat the analysis/nPart III - 2D Plane Stress Model (ix) Model the structure as a 2D plane stress model by sketching a rectangle of dimensions 1m x 100 mm on the X-Y plane. Use the "Surfaces from Sketches" tool to create a surface body and set its thickness to 50 mm. (x) Repeat the analysis of (v) to (vii) from Part II above using the 2D plane stress model. Note that to repeat part (vi), you will need to create a path/line instead of a surface at 100 mm from the support for the 2D model. Compare results and comment on which model is more accurate (calculate a percentage difference of numerical results), as well as which is more efficient (compare the size of the model - i.e., the number of nodes and elements in the model).See Answer
  • Q18:Individual Assignment Procedure and discussion points: 1. Create the computational geometry in DesignModeler/ Solidwroks/any CAD software with the mentioned dimensions. 2. Build an appropriate mesh for the model and perform a grid refinement study. 3. Run the simulation for different flow condition (At least two different inlet condition. More than 2 are encouraged). 4. Using the converged grid, check the iterative convergence. 5. Draw the Velocity contour at different selected planes of your model and discuss your results. 6. Draw the pressure contour at different selected planes of your model and discuss your results. 7. Plot the temperature profile along a selected line from inlet to outlet and discuss. 8. Draw the wall shear stress and discuss. 9. Draw the turbulence intensity contour for different flow rates and discuss (If applicable) 10. Plot the axial velocity profile at any selected position of your model and discuss. 11. Draw the Velocity vectors at different selected planes of your model and discuss your results. 12. Calculate the drag and lift coefficient and discuss (if applicable). 13. Calculate the deposition efficiency deposition fraction and discuss (if applicable). 14. Draw the particle trajectories for different flow rates and discuss (if applicable). 15. Calculate the heat transfer coefficients (if applicable). 16. Calculate the Nusselt number from the following correlation and discuss (if applicable); Nitp=0.023 Re Pr 17. Connect your results with the existing literature. Submission: A written report is to be submitted including a short introduction and conclusion (one page long for each). The report should contain a discussion of the points bolded above with evidence to support the discussion together with relevant figures such as figures illustrating the mesh or element distribution, plots of the velocity profiles, contour plots, etc.See Answer
  • Q19:Question 1 This question carries 100% of the marks for this assignment. hopsamopodocontent/view.php?d=211241481 29/11/2023, 00:36 TMA 01: View single page The bracket shown in Figure 1 is fixed around the hole at the bottom right and has a constant and uniform pressure load of 300 kPa applied to the lower half of the left-hand hole. The dimensions of the bracket are 110 mm by 90 mm, as given in the figure, and its thickness is 6.5 mm. The radius of each of the two holes is 10 mm. The radius of the filet is 10 mm. The diameter of the semicircle at each of the two ends, (), is 50 mm. The bracket is made of steal with Young's modulus of 2.0 x 10" Pa and a Poisson's ratio of 0.3. You are required to investigate the maximum stresses and deflections produced by the applied load by carrying out a finite element (FE) analysis. The main objective of this report is to show if and when the results of your FE analysis have converged sufficiently. Start by a mesh size of 10 mm and compare nodal and element plots of von Mises stress distribution. You should reduce the mesh size and repeat the investigation until the results converge to three significant figures. You should also check the integrity of your model by calculating the vertical force and comparing it to reaction forces in your model resubs. Figure 1 The bracket applied pressure - 300 kPa 110 mm Ⓒ=50 mm - 10 mm 90 mm Show description ✓ 18See Answer
  • Q20:Problem statement: Simulate CFD cylindrical heat pipe with wick. The boundary conditions that apply to this problem are listed below:- 1. The internal wall: r =Ri Ur=U0 = 0 T = T1 = THOT (assume any temperature) 2. The external wall: r =Ro Ur=U0=0 T = T2 = TCOLD (assume any temperature) Assumption: The flow is assumed to be 3D, steady, laminar. • The working fluid is presumed to be Newtonian and incompressible. (water) • It is assumed that the effect of the shell thickness is neglected • It is assumed that no condensation occurs in the study domain. • It is assumed that there is no heat generation source inside the heat pipe. • Viscous dissipation in the energy equation is neglected.See Answer
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TutorBin believes that distance should never be a barrier to learning. Over 500000+ orders and 100000+ happy customers explain TutorBin has become the name that keeps learning fun in the UK, USA, Canada, Australia, Singapore, and UAE.