1	Course Title:	SIMULATION ANALYSIS
2	Course Code:	END5115
3	Type of Course:	Optional
4	Level of Course:	Third Cycle
5	Year of Study:	1
6	Semester:	1
7	ECTS Credits Allocated:	7,5
8	Theoretical (hour/week):	3
9	Practice (hour/week) :	0
10	Laboratory (hour/week) :	0
11	Prerequisites:	None
12	Recommended optional programme components:	None
13	Language:	Turkish
14	Mode of Delivery:	Face to face
15	Course Coordinator:	Prof. Dr. ERDAL EMEL
16	Course Lecturers:
17	Contactinformation of the Course Coordinator:	erdal@uludag.edu.tr Tel: 0224 294 2080 Endüstri Mühendisliği Bölümü, Mühendislik Mimarlık Fakültesi Uludağ Üniversitesi, Görükle, Bursa
18	Website:	http://endustri.uludag.edu.tr
19	Objective of the Course:	To be informed about complex and discrete manufacturing and service systems analysis and computer simulation models to determine optimal operating conditions tested under stochastic conditions in establishment and, to obtain solutions with high statistical reliability
20	Contribution of the Course to Professional Development

21

Learning Outcomes:

1 Acquire the ability to solve and identify real life problems; 2 Gain the ability to design a new system or to examine the behavior of an existing system; 3 Be informed about computer modeling environment and the necessary software; 4 Be able to model a complex system and to collect and analyze data; 5 Be able to develop computer algorithms according to the system and gain the ability to encode this algorithm;

22	Course Content:

Week	Theoretical	Practical
1	Discrete simulation models for the systems, simulation software, modeling with Promodel
2	Modeling and analysis of a sample system, and its application with PROMODEL
3	Mathematical and statistical models, application of probability distribution functions with StatFit and Statistica; model building with Promodel
4	Mathematical and statistical models, queuing models via Promodel, StatFit and applications with Statistica
5	Random number and variate generation, random input modeling, goodness of fit testing, and applications with StatFit
6	Verification of Simulation Models, Promodel, StatFit and applications with Statistica
7	Analysis of systems with single output data, applications with Promodel
8	Repeating courses and midterm exam
9	Comparative analysis of the system and alternative designs, application with PROMODEL
10	Experimental design and optimization, 2k factorial design, Statistica and applications
11	Multi-level and Taguchi experimental design and Metamodelling, Statistica and applications
12	Modeling and optimization of production systems, applications with Promodel
13	Service / Computer system modeling and optimization, and application via using Promodel
14	Application with PROMODEL

23	Textbooks, References and/or Other Materials:	Discrete Event System Simulation, 5th ed., J.Banks, J.S. Carson, B.L. Nelson, D.M. Nicol, Prentice Hall, 2011. Simulation Using Promodel with CD-Rom, Charles R. Harrell, Biman K. Ghosh, Royce O. Bowden, McGraw-Hill, 2003.
24	Assesment

TERM LEARNING ACTIVITIES	NUMBER	PERCENT
Midterm Exam	1	10
Quiz	0	0
Homeworks, Performances	3	60
Final Exam	1	30
Total	5	100
Contribution of Term (Year) Learning Activities to Success Grade		70
Contribution of Final Exam to Success Grade		30
Total		100
Measurement and Evaluation Techniques Used in the Course
Information

25

ECTS / WORK LOAD TABLE

Activites	NUMBER	TIME [Hour]	Total WorkLoad [Hour]
Theoretical	14	3	42
Practicals/Labs	0	0	0
Self Study and Preparation	13	5	65
Homeworks, Performances	3	12	36
Projects	1	81	81
Field Studies	0	0	0
Midtermexams	1	2	2
Others	0	0	0
Final Exams	1	2	2
Total WorkLoad			228
Total workload/ 30 hr			7,6
ECTS Credit of the Course			7,5

26	CONTRIBUTION OF LEARNING OUTCOMES TO PROGRAMME QUALIFICATIONS
PQ1 PQ2 PQ3 PQ4 PQ5 PQ6 PQ7 PQ8 PQ9 PQ10 PQ11 PQ12 LO1 0 5 5 3 0 0 0 3 4 4 5 5 LO2 0 3 5 3 0 0 0 0 3 0 5 4 LO3 0 4 4 0 0 0 0 4 3 0 3 3 LO4 0 3 4 0 0 0 0 4 4 4 5 5 LO5 0 3 4 0 0 0 0 5 0 0 4 4

LO: Learning Objectives

PQ: Program Qualifications

Contribution Level:

1 Very Low

2 Low

3 Medium

4 High

5 Very High