Industrial Engineering - Operations Research
What you'll learn
- Linear Programming Problem LPP - Graphical method, Slope method, Simplex method
- Transportation Problem - North-West Corner rule or DENTZY's method, Vogel's approximation method (VAM)
- Assignment Problem - Hungarian method or Flood technique
- Sequencing - Shortest Processing Time (SPT) Rule, Earliest Due Date (EDD), n jobs in 2 machines
- Queuing Theory - Mathematical study of queues, Kendall Notation
- Network Analysis - Critical Path Method (CPM), Program Evaluation Review Technique (PERT)
Requirements
- No experience is needed. Just a sound background of mathematics.
- The most important trait - "A kin & curious mind"
Description
Being one of the most most prominent subject in mechanical/manufacturing/industrial engineering curriculum, This subject has very much weightage in every aspect. Be it for academic proficiency, acing competitive exams or cracking that tough interview, OR (Operations Research) plays a very significant role.
In professional front, The field of operations research provides a more powerful approach to decision making than ordinary software and data analytics tools. Employing operations research, professionals can help companies achieve more complete datasets, consider all available options, predict all possible outcomes and estimate risk. . Additionally, operations research can be tailored to specific business processes or use cases to determine which techniques are most appropriate to solve the problem.
----- The ultimate aim of all the tools & practices involved in OR is to "Optimize" ------
In this course we are going to get the knowledge of various tools & practices of operations research with an ultimate aim to optimize problems & increase productivity. The course is divided into several sections, Linear Programming Problems, Transportation problems, Assignment problems, Sequencing, queuing theory & lastly PERT & CPM:
Linear Programming Problems (LPP) - In LPP, we will understand how to optimize a problem by using various methods like graphical method, slope method & simplex method. We will also understand about binding constraints & certain special cases.
Transportation & Assignment problems - In transportation, we will understand about popular methods like N-W corner rule & Vogel’s approximation method to optimize a transportation related problem. Whereas for assignment problems, we will look into Hungarian method.
Sequencing - In sequencing we will learn about n jobs in 1 machine via – Shortest Processing Time rule or SPT & Earliest due date rule or EDD. And n jobs in 2 machines.
Queuing theory - In queuing theory, we will get to know about the mathematical study of queues, Kendall notation, various queuing terminologies like arrival rate, service rate, calling population & many more.
Network analysis - We will do network analysis via PERT & CPM which comes very handy for project planning & execution.
The bottom-line of this course is to teach you the academic aspects of operations research keeping in mind the practical application to a greater extent. By taking this course, you are not only increasing your knowledge in academic front but also gaining insights about optimization at industry level.
Who this course is for:
- Mechanical engineering graduates & undergraduates.
- Industrial or manufacturing engineering graduates & undergraduates.
- Professionals working in industry who want to optimize something.
- University students having OR (Operations Research) as their subject.
- Aspirants preparing for post engineering competitive examination.
Instructor
- 4.2 Instructor Rating
- 1,196 Reviews
- 5,734 Students
- 20 Courses
Welcome! I'm J. Aatish Rao, a seasoned mechanical engineer and consultant with over a decade of industry experience. As an AutoDesk Certified Professional and Fusion 360 Certified User, I specialize in providing top-tier instruction and mentorship to students worldwide.
Why Learn with Me?
10+ Years of Industry Experience: My extensive background in mechanical engineering ensures you receive practical, real-world insights.
Certified Expertise: I am qualified to train you in various software, science, and engineering disciplines, bringing comprehensive and certified knowledge to your learning experience.
Dynamic Teaching Approach: My workshops and teaching methods are designed to inspire and empower the next generation of engineers with a team-spirited and interactive approach.
Certifications & Leadership
AutoDesk Certified Professional
Fusion 360 Certified User
ClearFit Certified Team Leader
Industrial Consultant
Passionate Educator & Stargazer Beyond my professional endeavors, I am an avid stargazer, always fascinated by the cosmos. I bring the same curiosity and enthusiasm to my teaching, encouraging a love for learning and exploration.
Join me on Udemy, and let's embark on a transformative journey in mechanical engineering and beyond. Together, we'll develop the skills and knowledge you need to succeed.