Simulation Modeling of Manufacturing system
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Simulation Modeling of Manufacturing system Syllabus — Unit-wise Content
The official GTU curriculum for Simulation Modeling of Manufacturing system (subject code 3725010) as prescribed for AMS · Semester 2 divides the course into 4 units, covering 30 listed topics. The unit-wise breakdown below is read from the GTU syllabus document for this subject code, so you can check what the course actually covers before deciding which papers to attempt.
Download the official syllabus PDF (3725010)Unit 1 Introduction to Simulation
- When Simulation Is the Appropriate Tool
- When Simulation Is Not Appropriate
- Advantages and Disadvantages of Simulation
- Areas of Application
- Systems and System Environment
- Components of a System
- Discrete and Continuous Systems
- Model of a System
- Types of Models
- Discrete-Event System Simulation
- Steps in a Simulation Study
Unit 2 Simulation Software
- Comparison of Simulation Packages with Programming Languages
- Classification of Simulation Software
- Desirable Software Features, And General Purpose Simulation Packages
Unit 3 Basic Probability and Statistics
- Random Variables and Their Properties
- Simulation Output Data and Stochastic Processes
- Estimation of Means
- Variances, and Correlations
- Confidence Intervals and Hypothesis Tests for the Mean
- The Strong Law of Large Numbers
- The Danger of Replacing a Probability Distribution by its Mean
Unit 4 Random Variate Generation
- Inverse-Transform Technique: Exponential Distribution
- Uniform Distribution
- Weibull Distribution
- Triangular Distribution
- Empirical Continuous Distributions
- Discrete Distributions
- Acceptance—Rejection Technique: Poisson Distribution
- Nonstationary Poisson Process
- 08 Subject Code: 3725010 w.e.f
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