NPTEL - Modeling and Simulation of Discrete Event Systems
offered by IIT Roorkee

Public/Government Institute
Estd. 1847

Modeling and Simulation of Discrete Event Systems
at
IIT Roorkee
Overview

Gain a comprehensive overview of the Modeling and Simulation principles and concepts

Duration	8 weeks
Mode of learning	Online
Credential	Certificate

Modeling and Simulation of Discrete Event Systems
at
IIT Roorkee
Highlights

Earn a E- certificate of completion from IIT Roorkee

Modeling and Simulation of Discrete Event Systems
at
IIT Roorkee
Course details

Skills you will learn

Statistics Simulation Data analysis Software Testing

Who should do this course?

For U.G./P.G./MBA/Ph.D

More about this course

The course deals with all the important aspects of discrete event system simulation with particular emphasis on applications in manufacturing, services and computing
This course is meant for an upper level undergraduate or master's level introduction to modeling and simulation techniques for discrete event systems

Modeling and Simulation of Discrete Event Systems
at
IIT Roorkee
Curriculum

Week 1

Introduction to Simulation

Concept of system

Model and simulation

Components of discrete event simulation Advantages and disadvantages of simulation

Week 2

Statistical models in simulation

Probability distribution functions

Estimation of statistical parameters

Week 3

Characteristic of a queueing system

Simulation of single server queueing system

Week 4

Generation of Random number and Random number Variates

Testing of random numbers

Week 5

Input modeling: Estimation of parameters

Fit tests of distributions

Week 6

Output data analysis for single system: Statistical analysis for terminating and non terminating simulations

Comparing alternative system configurations

Week 7

Verification

Validation and credibility of simulation models

Simulation of manufacturing and material handling systems

Week 8

Monte Carlo simulation

Case studies

Modeling and Simulation of Discrete Event Systems
at
IIT Roorkee
Faculty details

Dr Pradeep K. Jha

He is presently working as Associate Professor in the Department of Mechanical & Industrial Engineering at IIT Roorkee. He has taught the course on “Modeling and Simulation” to final year undergraduate, post graduate and Ph.D. students of the Department for five years