PAÜ .:. Eğitim Öğretim Bilgi Sistemi

COURSE INFORMATION

Course Code	Course Title	L+P Hour	Semester	ECTS
ENM 503	STATISTICAL DESIGN OF EXPERIMENT	3 + 0	1st Semester	7,5

COURSE DESCRIPTION

Course Level	Master's Degree
Course Type	Elective
Course Objective	The course objective is to learn how to design and conduct experiments effectively and analyze the resulting data to obtain objective conclusions. The skills obtained in this coures can be used in all phases of engineering work, including new product design and development, process development, and manufacturing process improvement.
Course Content	Basic Concepts/ Introduction of the Statistical Software/ Single Factor Experiments/ Pairwise Comparisons/ Random Blocks Design/ Latin Square and Greco-Latin Square Designs/Factorial Designs/Two Factorials Design/ Tauguchi Desing of Experiment/Term Project Presentations
Prerequisites	No the prerequisite of lesson.
Corequisite	No the corequisite of lesson.
Mode of Delivery	Face to Face

COURSE LEARNING OUTCOMES

1	Learn how to plan, design and conduct experiments efficiently
2	Understanding the details of various design methods
3	Being able to use appropriate techniques to analyze experimental results
4	Obtain objective conclusions based on data
5	Being able to use a standard statistical software packages

COURSE'S CONTRIBUTION TO PROGRAM

	PO 01	PO 02	PO 03	PO 04	PO 05	PO 06	PO 07	PO 08	PO 09	PO 10
LO 001	3	5	5	3	5	5	1	1	1	1
LO 002	5	5	5	5	5	3	1	1	1	1
LO 003	5	3	5	4	5	3	1	1	1	1
LO 004	5	5	5	3	5	3	1	1	1	1
LO 005	2	2	2	5	3	2	1	1	1	1
Sub Total	20	20	22	20	23	16	5	5	5	5
Contribution	4	4	4	4	5	3	1	1	1	1

ECTS ALLOCATED BASED ON STUDENT WORKLOAD BY THE COURSE DESCRIPTION

Activities	Quantity	Duration (Hour)	Total Work Load (Hour)
Course Duration (14 weeks/theoric+practical)	14	3	42
Assignments	4	5	20
Mid-terms	1	60	60
Final examination	1	73	73
Total Work Load ECTS Credit of the Course			195 7,5

COURSE DETAILS

Select Year

	Course Term	No	Instructors
Details	2019-2020 Spring	1	CAN BERK KALAYCI
Details	2009-2010 Fall	1	ÖZCAN MUTLU

Course Details

Course Code	Course Title	L+P Hour	Course Code	Language Of Instruction	Course Semester
ENM 503	STATISTICAL DESIGN OF EXPERIMENT	3 + 0	1	Turkish	2019-2020 Spring

Course Coordinator	E-Mail	Phone Number	Course Location	Attendance
Assoc. Prof. Dr. CAN BERK KALAYCI	cbkalayci@pau.edu.tr		MUH A0454	%70

Goals		The course objective is to learn how to design and conduct experiments effectively and analyze the resulting data to obtain objective conclusions. The skills obtained in this coures can be used in all phases of engineering work, including new product design and development, process development, and manufacturing process improvement.
Content		Basic Concepts/ Introduction of the Statistical Software/ Single Factor Experiments/ Pairwise Comparisons/ Random Blocks Design/ Latin Square and Greco-Latin Square Designs/Factorial Designs/Two Factorials Design/ Tauguchi Desing of Experiment/Term Project Presentations

Topics

Weeks	Topics
1	Introduction to the course
2	Basic concepts of experimental design
3	Review of the basic concepts of the statistics
4	Simple comparative experiments
5	Experiments with a single factor: Analysis of Variance
6	Randomized blocks, Latin square designs
7	Full factorial experimental design
8	The 2k factorial design
9	Midterm exam
10	Fractional factorial design
11	Taguchi design
12	Response surface methodology
13	Random effect models
14	Project presentations

Materials

Materials are not specified.

Resources

Resources	Resources Language
1. Montgomery, D. C. “Design and Analysis of Experiments”, 5th Edition, John Wiley & Sons, 2001.	English

Course Assessment

Assesment Methods	Percentage (%)	Assesment Methods Title
Final Exam	50	Final Exam
Midterm Exam	50	Midterm Exam

L+P: Lecture and Practice
PQ: Program Learning Outcomes
LO: Course Learning Outcomes

Prospective Student