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Production Systems Performance Evaluation - 4GUL10B5

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  • Number of hours

    • Lectures : 12.0
    • Tutorials : 24.0
    • Laboratory works : -
    • Projects : -
    • Internship : -
    • Written tests : -
    ECTS : 3.0

Goals


• The aim of this course is to learn how to model complex discrete event systems and analyse them via simulation using ARENA software.
• To be able to reach this aim, some modelling techniques and methods for analysing complex systems will be presented in a stochastic environment.
• Students will learn about the main steps to follow in order to carry out a simulation project.

Content


• Modelling physical flows in production systems (lectures and tutorials = 9 hours):

-Introduction: which performances, which methods
-Bottleneck analysis: importance of stochastic phenomena
-Modelling methodology
-Studies of particular cases (production lines, Kanban systems)

• Discrete event simulation (lectures and tutorials = 15 hours):

-Introduction: Elements of discrete event simulation models
-Analysis of input data
-Definition of granularity, verification and validation of simulation models
-Design of experiments for simulation and sensitivity analysis
-Analysis of simulation results
-Examples of modelling

• Project on modelling and simulating a complex system (12 hours of practical work)

Prerequisites


Discrete Event Systems course, Basic Probability and Statistics course, basic knowledge of ARENA software is a plus.

Tests

  • Continuous assessment and homeworks.
  • Written project reports.

25% Continous control and homeworks
25% Written Assumptions Report
50% Final Report

The exam is given in english only FR

Calendar

The course exists in the following branches:

  • Curriculum - Engineer student Master SCM - Semester 8 (this course may be followed in french or in english FR EN)
  • Curriculum - M1 Industrial Engineering - Semester 8 (this course may be followed in french or in english FR EN)
see the course schedule for 2019-2020

Additional Information

Course ID : 4GUL10B5
Course language(s): FR FR

You can find this course among all other courses.

Bibliography

A.M. Law, Simulation Modeling and Analysis, McGraw Hill, 4th edition, 2006.
T. Altiok, B. Melamed, Simulation Modeling and Analysis with ARENA, Elsevier, 2001.

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Date of update June 5, 2015

Grenoble INP Institut d'ingénierie Univ. Grenoble Alpes