I WANT THIS

I couldn't find an idea for this project. What I want from you is ideas and advice such as you can make this project by following these steps. The examples given are examples of problems to consider. For example, it says Transportation Network Optimization as an example. I will collect data on which hours the subways are more crowded, the hours when people could not get on due to congestion, and create visuals accordingly using methods such as linear regression.

The goal of this project is to apply the numerical methods learned throughout the semester to solve a realworld problem in a specific field of engineering. Students will identify a problem, gather relevant data, and

employ at least two different numerical methods studied in the course to analyze and solve the problem.

This project will be unique for each group, focusing on their interests and applying numerical methods such

as root finding, numerical integration, numerical differentiation, and numerical solving of ordinary

differential equations (ODEs) and the topics that are not covered in the lectures to address specific

engineering challenges.

1. Problem Identification:

Choose a problem relevant to your field of study or any field of interest. The problem should involve

quantitative analysis and have real-world implications. Clearly define the problem and its significance in

the chosen engineering domain.

2. Data Gathering:

Collect or identify a dataset related to the chosen problem. This dataset should be of sufficient size and

quality to allow for meaningful numerical analysis. Explain how the data was obtained and its relevance to

the problem.

3. Numerical Methods Application:

Select at least two numerical methods covered in the course. Explain the theoretical background and

assumptions of each method. Apply the selected numerical methods to the dataset to address and solve the

identified problem.

4. Implementation:

Implement the chosen numerical methods using a programming language (MATLAB) and clearly document

the code, including explanations and comments.

5. Analysis and Results:

Analyse the results obtained from the application of numerical methods. Discuss the accuracy, limitations,

and potential improvements of the chosen methods in solving the problem.

6. Presentation:

Prepare a presentation summarizing the problem, data, numerical methods, implementation, and results.

Clearly communicate your findings, insights, and the practical implications of your work.

Examples in Different Engineering Fields:

- Vibration Analysis of a Mechanical System

- Heat Transfer in Mechatronic Systems

- Optimization of Mechanical Component Design

- Production Line Optimization

- Inventory Management and Demand Forecasting

- Supply Chain Simulation

- Digital Signal Processing (DSP) for Audio Processing

- Network Traffic Analysis

- Robotics Kinematics and Dynamics

- Structural Analysis and Design Optimization

- Geotechnical Engineering

- Transportation Network Optimization

- Health Monitoring and Condition Assessment of Systems.

I couldn't find an idea for this project. What I want from you is ideas and advice such as you can make this project by following these steps.