Mathematical Modeling for Engineers
Course objective: Introduction to mathematical modeling and applied mathematics, more generally. The main objective will be to learn how to take phenomena arising in physics and statistical methods, Introduction to the Science of Mathematical Modeling;
1. Mathematical Modeling Procedure in Engineering
3. Dimensional Analysis - Buckingham pi theorem
Probability and statistics for Engineers
Course objective: Understand the different statistical methods to solve problems in the engineering field containing data analysis.
2. Design of Experiment concept with factorial design for conducting project work
3. How do we calculate the experimental data with ANOVA Table
4. Data Normalization for reducing data variation errors
5. Linear Regression Model
Course objective: The course aims at building capabilities in the students for analyzing different situations in the industrial/ business scenario involving limited resources and finding the optimal solution within constraints by using advanced optimization tools
1. Genetic Algorithm
