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Course11210722040 lectures

Modeling and Simulation of Discrete Event Systems

Prof. P. Kumar Jha · IIT Roorkee

Start with lecture 1 At NPTEL

Lectures

Unit-1

  1. Introduction to Simulation Video
  2. Concept of System, Model and Simulation Video
  3. Time advance mechanism, Components of a simulation model Video
  4. Program organization and logic, Steps in a simulation study Video
  5. Simulation examples Video

Unit-2

  1. Statistical Models in Simulation Video
  2. Input probability distribution functions for discrete systems Video
  3. Continuous distribution functions Video
  4. Continuous distribution functions and empirical distribution functions Video
  5. Problem solving on statistical models in simulation Video

Unit-3

  1. Characteristics of a queueing system Video
  2. Performance measures of queueing system Video
  3. Analysis of a single server queueing system Video
  4. Simulation of a single server queueing system Video
  5. Computer representation of simulation of single server queuing system Video

Unit-4

  1. Generation of Random Numbers Video
  2. Issues and Challenges in Congruential Generators Video
  3. Testing of random numbers Video
  4. Generation of Random Variates Video
  5. Problem Solving on Random Number and Random Variate Generation Video

Unit-5

  1. Input modeling: Identifying distributions with data Video
  2. Input modeling: Estimation of parameters Video
  3. Input modeling: Goodness-of-fit tests and assessing sample dependence Video
  4. Input modeling: Multivariate input models Video
  5. Problem Solving on input modeling Video

Unit-6

  1. Output analysis of a single system: Introduction Video
  2. Obtaining a specified precision Video
  3. Comparison of alternative system configurations Video
  4. Confidence Intervals for comparing more than two systems Video
  5. Problem Solving on output analysis of single and alternative systems Video

Unit-7

  1. Introduction to simulation of manufacturing and material handling system Video
  2. Issues in material handling system Video
  3. Modeling of system randomness: Machine downtime Video
  4. Verification of simulation models Video
  5. Model validity and credibility Video

Unit-8

  1. Problem solving and case studies on simulation of manufacturing system Video
  2. Introduction to Monte Carlo Simulation Video
  3. Inventory Control Simulation using Monte Carlo Technique Video
  4. In this lecture, Monte Carlo technique was used to solve inventory system problems Video
  5. Problem solving on Monte Carlo Simulation Video

Syllabus and materials

At NPTEL, as the course publishes them.

Credits and licence

Institution
IIT Roorkee
Department
Mechanical Engineering
Teacher
Prof. P. Kumar Jha
Level
Undergraduate
Language
English
Subjects
Engineering
Source
NPTEL
Licence
CC BY-NC-SA, as NPTEL states it. Non-commercial use only. NPTEL's terms
Attribution
NPTEL states: "Distributed under Creative Commons Attribution-ShareAlike / CC BY - NC - SA", beside a BY-NC-SA badge.
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