RME604 SMA SYLLABUS
AKTU MANUFACTURING TECHNOLOGY(MT) RME604 SMA Syllabus for all 5 units are provided Below. Download link for MT 6th SEM RME604 SIMULATION MODELING AND ANALYSIS Syllabus is listed down for students to make perfect utilization and score maximum marks with our study materials.
UP Technical University MANUFACTURING TECHNOLOGY (MT) 6th SEM RME604 SMA– SIMULATION MODELING AND ANALYSIS Syllabus
SIMULATION MODELING AND ANALYSIS
Unit I
Introduction to Simulation: Simulation, advantages, Disadvantages, Areas of application, System environment, components of a system, Model of a system, types of models, steps in a simulation study.
Random Numbers: Properties, Generations methods, Tests for Random numbers – Frequency test, Runs test, Autocorrelation test, Gap test, Poker test.
Unit II
Simulation Examples: Simulation of Queuing systems, Simulation of Inventory System, Monte Carlo simulation, General Principles, Concepts in discrete – events simulation, event scheduling / Time advance algorithm.
Unit III
Introduction to Probability distributions: Weibull, Triangular, Erlang and Gamma distributions and their applications (No analytical treatment)
Random Variate Generation:
Inverse Transform Technique- Exponential, Uniform, Weibull, Triangular distributions, Direct transformation for Normal and lognormal Distributions
Convolution Method – Erlang distribution Acceptance and Rejection technique – Poisson and Gamma distributions
Unit IV
Input Modeling: List of steps involved in input modeling – no analytical treatment Selecting input models without data, Multivariate and time series input models – Covariance and correlation, multivariate input models, time series input models .
Verification and Validation of Simulation Model: Model Building, Verification and validation, Verification of simulation models, Calibration and Validation of Models, Naylor and Finger’s validation process.
Unit V
Output analysis for a single model: types of simulations, stochastic nature of output data, Output analysis of terminating simulations, Output analysis of steady state simulations
Optimization via simulation: What does “optimization via simulation” mean? Why is optimization so difficult? Basic GA and TS.
Text books:
1. Jerry Banks, John S Carson, II, Berry L Nelson, David M Nicol -Discrete Event system Simulation, III Edition, Pearson Education, Asia, ISBN – 81- 7808 – 505 – 4.
2. Narsingh Deo -Systems Simulation with Digital Computer; PHI Publication (EEE), ISBN – 0-87692-028-8
Reference:
1. Averill M Law, W David Kelton -Simulation Modeling & Analysis, McGraw Hill International Editions – Industrial Engineering series, ISBN – 0-07-100803-9.
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RME604 SIMULATION MODELING AND ANALYSIS Syllabus free download
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RME604 Syllabus, SMA Unit-wise Syllabus – MT 6th Semester
