Simulation Modelling & Analysis detailed Syllabus for Industrial Engineering & Management (IEM), 2018 scheme has been taken from the VTUs official website and presented for the VTU students. For Course Code, Subject Names, Teaching Department, Paper Setting Board, Theory Lectures, Tutorial, Practical/Drawing, Duration in Hours, CIE Marks, Total Marks, Credits and other information do visit full semester subjects post given below. The Syllabus PDF files can also be downloaded from the official website of the university.
For all other VTU IEM 6th Sem Syllabus for BE 2018 Scheme, do visit VTU IEM 6th Sem Syllabus for BE 2018 Scheme Subjects. The detailed Syllabus for simulation modelling & analysis is as follows.
Course Learning Objectives:
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Module-1
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. Simulation Examples: Simulation of Queuing systems, simulation of Inventory System Tutorial: Case study discussion on Queuing systems and Inventory System
Module-2
General Principles: Concepts in discrete events simulation, event scheduling/Time advance algorithm, simulation using event scheduling. Random Numbers: Properties, Generations methods, Tests for Random Number-Frequency test, Runs test, Gap Test, Poker Test Tutorial: Additional Problems on event scheduling.
Module-3
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Module-4
Analysis of Simulation Data: Input Modelling: Data collection, Identification and distribution with data, parameter estimation, Goodness of fit tests, Selection of input models without data, Multivariate and time series analysis Verification and Validation of Model – Model Building, Verification, Calibration and Validation of Models. Output Analysis: Stochastic Nature of output data, Measures of Performance and their estimation. Tutorial: Case study on discussion on testing for goodness of fit.
Module-5
Optimization via Simulation: Meaning, Difficulty, Robust Heuristics, Random Search Applications: Simulation of Manufacturing and Material Handling Systems, Simulation of Computer Systems Simulation Softwares: Selection of Simulation Software, Simulation packages, Experiment and Statistical Analysis tool, Trend in Simulation Software Tutorial: Discussion of features of recent simulation packages.
Course Outcomes:
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Question Paper Pattern:
- The question paper will have ten full questions carrying equal marks.
- Each full question will be for 20 marks.
- There will be two full questions (with a maximum of four sub- questions) from each module.
- Each full question will have sub- question covering all the topics under a module.
- The students will have to answer five full questions, selecting one full question from each module.
Text Books:
Discrete Event system Simulation – Jerry Banks, John S Carson, II, Berry L Nelson, David M Nicol – Pearson Education, Asia – III Edition, ISBN – 81- 7808 – 505 – 4
Reference Books:
For the complete Syllabus, results, class timetable, and many other features kindly download the iStudy App
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For detail Syllabus of all other subjects of BE 6th Sem Industrial Engineering & Management, visit (IEM) 6th Sem Syllabus Subjects.
For all (CBSE & Non-CBSC) BE results, visit VTU BE all semester results direct links.