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Fiches de cours 2017-2018
Simulation and optimisation of industrial applications
ME-499
Enseignant(s) :
Yoo Min-JungLangue:
English
Withdrawal
It is not allowed to withdraw from this subject after the registration deadline.Summary
This course deals with the principal techniques and basic methodology of simulation model building and analysis. Important notions such as discrete event simulation and agent-based simulation will be taught in the course.Content
- Different types of simulation modelling: event-based, process, agent-based, system dynamics
- Understanding and using simulation software (AnyLogic).
- Simulation model building: case studies such as manufacturing floor and supply chain, district heat network performance analysis.
- Methodologies for output analysis and performance assessment
- External tools for optimization
- Team Project for the implementation of simulation case study and performance analysis of their model.
Keywords
Simulation modelling, Agent-based simulation, Discrete event simulation, Performance analysis, AnyLogic simulation tool
Learning Prerequisites
Recommended courses
Production Management (Autumn semestre)
Important concepts to start the course
- Experience with computer
- Good knowledge of programming languages, Java in preference.
Learning Outcomes
By the end of the course, the student must be able to:- Categorize different types of simulation modelling technologies
- Use a simulation tool
- Design simulation model of different cases
- Implement the conceptual model using a simulation tool
- Analyze the performance of the built model
- Apply their knowledge and skills to other contexts of simulation and analysis cases
- Perform optimisation according to chosen criteria
Transversal skills
- Set objectives and design an action plan to reach those objectives.
- Use both general and domain specific IT resources and tools
- Access and evaluate appropriate sources of information.
- Use a work methodology appropriate to the task.
Teaching methods
Project-based, industrial case studies, team project, cxercise sessions for learning the tool and building case study model
Expected student activities
- Practicing with the tool: self-study on technical aspects of the software (on-line tutorial, since the tool provides a rich set of functions and libraries, too large to cover only in the classroom)
- searching project ideas
- brainsrotming with team members
Assessment methods
- Intermediary test: written, practical (programming in AnyLogic), individual evaluation
- Project and oral exam (team presentation): end of semester
Supervision
Office hours | Yes |
Assistants | Yes |
Forum | Yes |
Resources
Bibliography
Averill M. Law, Simulation Modeling and Analysis (5th Edition), McGraw-Hill
Ressources en bibliothèque
Notes/Handbook
- Course slides (main material)
- Anylogic user manual (provided by the company, available online)
Moodle Link
Dans les plans d'études
- SemestrePrintemps
- Forme de l'examenPendant le semestre
- Crédits
4 - Matière examinée
Simulation and optimisation of industrial applications - Cours
2 Heure(s) hebdo x 14 semaines - TP
2 Heure(s) hebdo x 14 semaines
- Semestre
- SemestrePrintemps
- Forme de l'examenPendant le semestre
- Crédits
4 - Matière examinée
Simulation and optimisation of industrial applications - Cours
2 Heure(s) hebdo x 14 semaines - TP
2 Heure(s) hebdo x 14 semaines
- Semestre
- SemestrePrintemps
- Forme de l'examenPendant le semestre
- Crédits
4 - Matière examinée
Simulation and optimisation of industrial applications - Cours
2 Heure(s) hebdo x 14 semaines - TP
2 Heure(s) hebdo x 14 semaines
- Semestre
- SemestrePrintemps
- Forme de l'examenPendant le semestre
- Crédits
4 - Matière examinée
Simulation and optimisation of industrial applications - Cours
2 Heure(s) hebdo x 14 semaines - TP
2 Heure(s) hebdo x 14 semaines
- Semestre
Semaine de référence
Lu | Ma | Me | Je | Ve | |
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8-9 | CM1110 CM1221 MED 2 1522 | MED 2 1522 | |||
9-10 | CM1110 CM1221 | MED 2 1522 | |||
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21-22 |
légende
- Semestre d'automne
- Session d'hiver
- Semestre de printemps
- Session d'été
- Cours en français
- Cours en anglais
- Cours en allemand