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Department of Industrial Engineering
IE 337 | Course Introduction and Application Information
| Course Name |
Industrial Applications of Simulations
|
|
Code
|
Semester
|
Theory
(hour/week) |
Application/Lab
(hour/week) |
Local Credits
|
ECTS
|
|
IE 337
|
FALL
|
2
|
2
|
3
|
6
|
| Prerequisites | being successful at IE 335 (at least DD) | |||||
| Course Language | English | |||||
| Course Type | ELECTIVE_COURSE | |||||
| Course Level | First Cycle | |||||
| Mode of Delivery | Face-To-Face | |||||
| Teaching Methods and Techniques of the Course | Explanation/ Presentation Experiment/ Laboratory / Workshop application | |||||
| National Occupational Classification Code | - | |||||
| Course Coordinator |
|
|||||
| Course Lecturer(s) |
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|||||
| Assistant(s) | - | |||||
| Course Objectives | This course aims to teach modelling of intermediate and advanced simulation applications and explain simulation applications for the industrial applications. | |||||||||||||||||||||||||||||||||||||||||||||
| Learning Outcomes |
The students who succeeded in this course;
|
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| Course Description | This course includes intermediate modelling applications of operations, simulation modelling of inventory system and a small job-shop manufacturing system, experiment design and optimization, and digital twins in industry. | |||||||||||||||||||||||||||||||||||||||||||||
| Related Sustainable Development Goals |
-
|
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|
|
Core Courses |
|
| Major Area Courses |
X
|
|
| Supportive Courses |
|
|
| Media and Managment Skills Courses |
|
|
| Transferable Skill Courses |
|
WEEKLY SUBJECTS AND RELATED PREPARATION STUDIES
| Week | Subjects | Required Materials | Learning Outcome |
| 1 | Simulation Modelling and Review of Basic Concepts | Simulation with Arena, Kelton et al. "Chapter 1: What is Simulation?", pg.1-13. | LO1 |
| 2 | Modeling Detailed Operations | Simulation with Arena, Kelton et al. "Chapter 5: Modeling Detailed Operations", pg.201-228. | LO1 |
| 3 | Modeling Detailed Operations | Simulation with Arena, Kelton et al. "Chapter 5: Modeling Detailed Operations", pg.201-228. | LO1 |
| 4 | Modeling Detailed Operations | Simulation with Arena, Kelton et al. "Chapter 5: Modeling Detailed Operations", pg.228-239. | LO1 |
| 5 | Modeling Detailed Operations | Simulation with Arena, Kelton et al. "Chapter 5: Modeling Detailed Operations", pg.228-239. | LO1 |
| 6 | Modeling Detailed Operations | Simulation with Arena, Kelton et al. "Chapter 5: Modeling Detailed Operations", pg.239-251. | LO1 |
| 7 | Modeling Inventory Systems | Simulation with Arena, Kelton et al. "Chapter 5: Modeling Detailed Operations", pg.251-265. | LO2 |
| 8 | Modeling a Small Job-Shop Manufacturing System | Simulation with Arena, Kelton et al. "Chapter 7-1: A Small Manufacturing System", pg.301-335. | LO1 |
| 9 | Modeling a Small Job-Shop Manufacturing System with Material Handling Tools | Simulation with Arena, Kelton et al. "Chapter 8: Entity Transfer", pg.341-355. | LO1 |
| 10 | Experimental Design in Simulation | Work Smarter, Not Harder: A Tutorial on Designing and Conducting Simulation Experiments. Sanchez, S. M and Wan. H. Proceedings of the 2012 Winter Simulation Conference, pg.1929-1943. | LO3 |
| 11 | Experimental Design in Simulation and Optimization | Simulation with Arena, Kelton et al. "Chapter 6.6: Searching for an Optimal Scenario with OptQuest", pg.290-295. | LO3 |
| 12 | Introduction to Digital Twins | Proceedings of the 2024 Winter Simulation Conference | LO4 |
| 13 | Use cases of Digital Twins in Industry | Proceedings of the 2024 Winter Simulation Conference | LO4 |
| 14 | Project Presentations | - | |
| 15 | Review of Semester | - | |
| 16 | Final Exam | - |
| Course Notes/Textbooks | Kelton W.D. Sadowski R. P. and Sadowski D.A. Simulation with ARENA McGraw-Hill Inc. 2010. ISBN: 978-007-126771-7. |
| Suggested Readings/Materials |
Manul D. Rossetti. Simulation Modeling and ARENA John Wiley and Sons 2nd Ed. 2015. ISBN: 978-1-11885814-1 Sanchez S. M and Wan. H. Work Smarter Not Harder: A Tutorial on Designing and Conducting Simulation Experiments. Proceedings of the 2012 Winter Simulation Conference pg.1929-1943. |
EVALUATION SYSTEM
| Semester Activities | Number | Weighting | LO1 | LO2 | LO3 | LO4 |
| Laboratory / Application | 1 | 30 | X | X | ||
| Homework / Assignments | 1 | 20 | X | X | ||
| Project | 1 | 30 | X | X | ||
| Final Exam | 1 | 20 | X | X | ||
| Total | 4 | 100 |
ECTS / WORKLOAD TABLE
| Semester Activities | Number | Duration (Hours) | Workload |
|---|---|---|---|
| Participation | - | - | - |
| Theoretical Course Hours | 16 | 2 | 32 |
| Laboratory / Application Hours | 16 | 2 | 32 |
| Study Hours Out of Class | 14 | 2 | 28 |
| Field Work | - | - | - |
| Quizzes / Studio Critiques | - | - | - |
| Portfolio | - | - | - |
| Homework / Assignments | 1 | 30 | 30 |
| Presentation / Jury | - | - | - |
| Project | 1 | 40 | 40 |
| Seminar / Workshop | - | - | - |
| Oral Exams | - | - | - |
| Midterms | - | - | - |
| Final Exam | 1 | 18 | 18 |
| Total | 180 |
COURSE LEARNING OUTCOMES AND PROGRAM QUALIFICATIONS RELATIONSHIP
| # | PC Sub | Program Competencies/Outcomes | * Contribution Level | ||||
| 1 | 2 | 3 | 4 | 5 | |||
| No program competency data found. | |||||||
*1 Lowest, 2 Low, 3 Average, 4 High, 5 Highest
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