OPTICIANRY (TURKISH) | |||||
Associate | TR-NQF-HE: Level 5 | QF-EHEA: Short Cycle | EQF-LLL: Level 5 |
Course Code: | INE4011 | ||||||||
Ders İsmi: | System Simulation | ||||||||
Ders Yarıyılı: | Spring | ||||||||
Ders Kredileri: |
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Language of instruction: | English | ||||||||
Ders Koşulu: | |||||||||
Ders İş Deneyimini Gerektiriyor mu?: | No | ||||||||
Type of course: | Non-Departmental Elective | ||||||||
Course Level: |
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Mode of Delivery: | Face to face | ||||||||
Course Coordinator : | Prof. Dr. MUSTAFA ÖZBAYRAK | ||||||||
Course Lecturer(s): | |||||||||
Course Assistants: |
Course Objectives: | This course is designed for junior level Industrial Engineering and close disciplines' students to give the fundamental concepts of modelling and analysis of discrete systems. The course aims to provide rigorous input and output analyses of the simulation model created using the statistical and probabilistic concepts as well as modelling the discrete systems, with the examples from both manufacturing and service systems using a general purpose simulation software. |
Course Content: | This course is an alternative modelling method to mathematical optimization to model the complex systems. This course aims to teach the fundamental principles of simulation modelling, its steps, data creation, design and create a simulation model with the help of a simulation software, running the model under different system scenarios, obtaining the output as well as analysing and reporting output. |
The students who have succeeded in this course;
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Week | Subject | Related Preparation |
1) | Introduction to Simulation modeling | |
2) | A guided tour of modelling steps in Simulation. | |
3) | Statistics and Probability for Simulation Modelling I | |
4) | Statistics and Probability for Simulation Modelling II | |
5) | Modelling a simple system using ARENA | |
6) | System Modelling I | |
7) | System Modelling II | |
8) | Selecting the Input Analysis I | |
9) | Selecting Input Probability Distribution II | |
10) | System Modelling I | |
11) | Random Number Generation and Animasions | |
12) | Modelling Complex Systems | |
13) | Output Analysis | |
14) | Output Analysis II | |
15) | Entity Transfer in Modelling | |
16) | Simulation of Manufacturing Systems |
Course Notes / Textbooks: | W. D. Kelton, R. P. Sadowski, D. T. Sturrock, Simulation with Arena-6th Edition, McGraw-Hill, 2015. J. Banks, J. S. Carson II, B. L. Nelson, D.M. Nicol, Discrete-Event System Simulation, 5th Edition, Prentice Hall, 2010. |
References: | Lecture Notes and supporting materials collected from several academic resources as well as company reports and white papers. |
Ders Öğrenme Kazanımları | ||||||||
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Program Outcomes | ||||||||
1) The student acquires theoretical and practical knowledge related to his field at a basic level. | ||||||||
2) The student owns information about moral discipline and ethical rules related to his field. | ||||||||
3) The student uses theoretical and practical knowledge related to his field at a basic level; basic fundamental computer programs and related technologies. | ||||||||
4) The student manages a duty independently by using the knowledge about his field at a basic level. | ||||||||
5) The student evaluates the knowledge about his field at a basic level with a critical approach, he designates his learning needs and directs his learning. | ||||||||
6) The student uses information and communication technologies with at least at basic level of European Computer Using Licence basic level of computer software which his field of study requires. | ||||||||
7) The student complies with and contributes to quality management and processes. | ||||||||
8) The student has sufficient consciousness about individual and public health, environmental protection and work safety issues. | ||||||||
9) The student acts in accordance with laws, regulations, legislations and professional ethics related to individual duties, rights and responsibilities. |
No Effect | 1 Lowest | 2 Low | 3 Average | 4 High | 5 Highest |
Program Outcomes | Level of Contribution | |
1) | The student acquires theoretical and practical knowledge related to his field at a basic level. | |
2) | The student owns information about moral discipline and ethical rules related to his field. | |
3) | The student uses theoretical and practical knowledge related to his field at a basic level; basic fundamental computer programs and related technologies. | |
4) | The student manages a duty independently by using the knowledge about his field at a basic level. | |
5) | The student evaluates the knowledge about his field at a basic level with a critical approach, he designates his learning needs and directs his learning. | |
6) | The student uses information and communication technologies with at least at basic level of European Computer Using Licence basic level of computer software which his field of study requires. | |
7) | The student complies with and contributes to quality management and processes. | |
8) | The student has sufficient consciousness about individual and public health, environmental protection and work safety issues. | |
9) | The student acts in accordance with laws, regulations, legislations and professional ethics related to individual duties, rights and responsibilities. |
Semester Requirements | Number of Activities | Level of Contribution |
Quizzes | 2 | % 10 |
Homework Assignments | 4 | % 10 |
Project | 1 | % 20 |
Midterms | 1 | % 20 |
Final | 1 | % 40 |
Total | % 100 | |
PERCENTAGE OF SEMESTER WORK | % 60 | |
PERCENTAGE OF FINAL WORK | % 40 | |
Total | % 100 |
Activities | Number of Activities | Workload |
Course Hours | 14 | 28 |
Laboratory | 14 | 28 |
Study Hours Out of Class | 13 | 34 |
Project | 3 | 9 |
Homework Assignments | 2 | 6 |
Quizzes | 2 | 18 |
Midterms | 1 | 10 |
Final | 1 | 12 |
Total Workload | 145 |