Learn about the fundamentals of MATLAB needed for mechanical engineers.
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This course is full of best-in-class content by leading faculty and industry experts in the form of videos and projects
MATLAB is a platform used to study data sets, develop models of real-world systems, create algorithms, and solve equations. Engineers use MATLAB to develop, design, simulate, and test their models before it can be developed in the real world. In the field of mechanical engineering, MATLAB is used for solving problems related to dynamic and static systems, mechanical vibrations, control systems, statics, and more. This makes MATLAB a fundamental software tool for mechanical engineers.
By taking this course, learners will
Who can enroll in this course?
Students with a background in mechanical or automotive engineering can take this course.
On a daily basis we talk to companies in the likes of Tata Elxsi and Mahindra to fine tune our curriculum.
Week 1 - Introduction to MATLAB
MATLAB has a series of commands and functions that instruct the program to perform a task. Just like any other programming language, it has a syntax that defines the rules of the symbols and characters used to write a code. It is important for learners to understand the MATLAB syntax, basic commands, and functions to write effective programs.
This week will cover
Week 2 - Forward Kinematics Simulator
Forward kinematics is the process of determining the position of a robot’s end-effector by using kinematic equations with known values of angular velocities and joint parameters. It is important for learners to understand how MATLAB can be used to determine the unknown values in the kinematic equations, as well as simulate the movement of the manipulator.
This week will cover
Week 3 - Air Standard Cycle Simulator
The air standard cycle considers air as the working fluid which goes through heat addition and heat rejection. This is a thermodynamic closed loop cycle in which heat energy is converted into mechanical power. By using MATLAB, the pressure and volume diagram of air standard cycles can be plotted and simulated. It is important to understand how to solve for the kinematic equations involved in the air standard cycle, and how to plot the diagram using MATLAB.
This week will cover
Week 4 - Vibrations and Dynamics
Vibrations and dynamics are at the core of physical systems. Most mechanical engineering systems are dynamic in nature. These systems can be represented by equations of motion that form a set of ordinary differential equations (ODEs). It is important for learners to understand how to solve these ODEs, and their application in a real-world context.
This week will cover
Week 5 - Curve Fitting and Regression
Curve fitting is used to understand the relationship between different variables by constructing a curve that fits best through a series of data points. Regression analysis identifies the strength of the relationship between two or more variables. This lets engineers understand the relationship between system input and output, as well as predict how the system will behave in the future. Curve fitting and regression can both be done using MATLAB. It is important to understand curve fitting and regression analysis when working with physical systems in MATLAB.
This week will cover
Week 6 - Genetic Algorithm
The genetic algorithm is based on Charles Darwin’s theory of natural selection in which each step identifies the ‘best’ set of parents to reproduce children. Overtime, the continuous process of doing this yields an optimal population. In the same way, the genetic algorithm can be applied to optimization problems and performed using MATLAB. It is important for learners to understand the genetic algorithm, and how it can be used as an optimization technique.
This week will cover
Our courses have been designed by industry experts to help students achieve their dream careers
Our projects are designed by experts in the industry to reflect industry standards. By working through our projects, Learners will gain a practical understanding of what they will take on at a larger-scale in the industry. In total, there are 2 Projects that are available in this program.
Extracting Data from NASA Thermo.dat File
Extracting Steam Properties using Rankine Cycle Simulator
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