AENGM0071 Principles of Numerical Analysis and Research Software Development UOB Assignment Sample UK

The unit AENGM0071 Principles of Numerical Analysis and Research Software Development, offered by UOB, aims to introduce students to programming concepts and their application in the analysis of composites with a research focus. The unit is designed for students from diverse backgrounds, assuming no prior experience in computer programming.

The unit focuses on developing programming skills through a series of exercises that cover commonly encountered numerical analysis techniques. These exercises provide students with hands-on experience in implementing and applying these techniques to analyze composite materials. By actively engaging in programming exercises, students gain a practical understanding of how numerical analysis can be used to study and interpret the behavior of composites.

Throughout the course, students are exposed to best practices in software development and the use of parallel computing. They learn how to develop efficient and reliable code while adhering to industry standards. The importance of code validation and critical evaluation is emphasized in the assessment format, highlighting its significance in ensuring accurate and trustworthy results.

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Assignment Activity 1: Give examples of and apply coding fundamentals.

To successfully complete this activity, focus on the following:

  1. Coding Fundamentals: Understand and explain the fundamental concepts of coding, such as variables, data types, control structures (loops and conditionals), functions, and input/output operations.
  2. Examples of Coding Fundamentals: Provide practical examples to illustrate coding fundamentals. This may include writing code snippets or small programs that demonstrate the use of variables, loops, conditional statements, or functions.
  3. Application of Coding Fundamentals: Apply coding fundamentals to solve simple problems or tasks. This may involve writing code to perform calculations, manipulate data, or automate a specific process.

By giving examples of coding fundamentals and applying them in practical situations, you demonstrate a solid understanding of basic programming concepts.

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Assignment Activity 2: Develop, review, and test codes.

To successfully complete this activity, follow these steps:

  1. Code Development: Develop well-structured and organized code for a given problem or task. Follow coding best practices, such as using meaningful variable names, adding comments for clarity, and adhering to style conventions.
  2. Code Review: Review your own code to identify potential errors, inefficiencies, or areas for improvement. Ensure that the code meets the required specifications and follows good programming practices.
  3. Code Testing: Perform comprehensive testing of the developed code to verify its functionality, correctness, and robustness. Test the code with various input scenarios, including both normal and edge cases, and ensure that it produces the expected results.
  4. Documentation: Document your code to provide clear instructions and explanations. Include comments within the code to describe the purpose of each section, outline the algorithmic approach, and clarify any complex logic.

By developing, reviewing, and testing codes, you demonstrate proficiency in software development practices and the ability to produce reliable and high-quality code.

Assignment Activity 3: Solve analytical problems using numerical methods.

To successfully complete this activity, follow these steps:

  1. Identify the Problem: Understand and define the analytical problem that needs to be solved. This may involve solving equations, finding roots or extrema, performing numerical integration, or solving differential equations.
  2. Select Numerical Methods: Choose appropriate numerical methods that are suitable for solving the specific problem. Examples of numerical methods include numerical integration methods (e.g., Simpson’s rule), root-finding methods (e.g., Newton-Raphson method), or finite difference methods for differential equations.
  3. Implementation: Implement the selected numerical methods in a programming language of your choice. Write code that performs the necessary calculations and iterations required by the chosen method.
  4. Verification and Validation: Verify the correctness of your numerical solution by comparing it with known analytical solutions, if available. Validate your solution by testing it against a range of inputs and evaluating its accuracy and convergence properties.

By successfully solving analytical problems using numerical methods, you demonstrate proficiency in applying numerical techniques to obtain approximate solutions.

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Assignment Activity 4: Model and analyze simple structures and composite laminates.

To successfully complete this activity, focus on the following:

  1. Simple Structures: Understand the behavior of simple structures, such as beams or trusses, and their response to applied loads. Familiarize yourself with relevant concepts, such as equilibrium, internal forces, bending moments, and deflections.
  2. Composite Laminates: Gain knowledge of composite laminates, including their layered structure and the mechanical properties of the constituent materials. Understand the behavior of composite laminates under various loading conditions, such as bending or torsion.
  3. Modeling: Develop mathematical models that describe the behavior of simple structures and composite laminates. This may involve applying beam theory, plate theory, or classical laminate theory to analyze their response to external loads.
  4. Analysis: Apply appropriate analytical or numerical methods to analyze the modeled structures.

Calculate internal forces, moments, and deformations within the structures and evaluate their performance and stability.

By effectively modeling and analyzing simple structures and composite laminates, you demonstrate an understanding of their mechanical behavior and the ability to apply appropriate analysis techniques.

Assignment Activity 5: Synthesize numerical analysis results and demonstrate technical report writing ability.

To successfully complete this activity, follow these steps:

  1. Numerical Analysis Results: Collect and synthesize the results obtained from numerical analysis tasks. Organize and present the data in a clear and structured manner, using tables, graphs, or charts as appropriate.
  2. Analysis and Interpretation: Analyze and interpret the numerical analysis results. Identify trends, patterns, or significant findings and provide relevant explanations or insights.
  3. Technical Report Writing: Demonstrate your technical report writing ability by presenting the numerical analysis results in a coherent and professional manner. Follow the structure and conventions of technical reports, including an introduction, methodology, results, discussion, and conclusion sections.
  4. Clarity and Accuracy: Ensure that your report is well-written, with clear explanations and concise descriptions. Use appropriate technical terminology and maintain accuracy in presenting the numerical analysis results.

By synthesizing numerical analysis results and effectively communicating them through a technical report, you showcase your ability to analyze data, draw conclusions, and communicate technical information effectively.

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