OPTICIANRY (TURKISH)
Associate	TR-NQF-HE: Level 5	QF-EHEA: Short Cycle	EQF-LLL: Level 5

Ders Genel Tanıtım Bilgileri

Course Code:

INE4011

Ders İsmi:

System Simulation

Ders Yarıyılı:

Spring

Ders Kredileri:

Theoretical	Practical	Credit	ECTS
2	2	3	6

Language of instruction:

English

Ders Koşulu:

Ders İş Deneyimini Gerektiriyor mu?:

Type of course:

Non-Departmental Elective

Course Level:

Associate

TR-NQF-HE:5. Master`s Degree

QF-EHEA:Short Cycle

EQF-LLL:5. Master`s Degree

Mode of Delivery:

Face to face

Course Coordinator :

Prof. Dr. MUSTAFA ÖZBAYRAK

Course Lecturer(s):

Course Assistants:

Dersin Amaç ve İçeriği

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.

Learning Outcomes

The students who have succeeded in this course;

Learning Outcomes

1 - Knowledge
Theoretical - Conceptual
2 - Skills
Cognitive - Practical
3 - Competences
Communication and Social Competence
Learning Competence
Field Specific Competence
Competence to Work Independently and Take Responsibility

Ders Akış Planı

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

Sources

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 - Program Öğrenme Kazanım İlişkisi

Ders Öğrenme Kazanımları
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.

Ders - Öğrenme Kazanımı İlişkisi

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.

Öğrenme Etkinliği ve Öğretme Yöntemleri

Ölçme ve Değerlendirme Yöntemleri ve Kriterleri

Assessment & Grading

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

İş Yükü ve AKTS Kredisi Hesaplaması

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