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Information
| Unit | INSTITUTE OF NATURAL AND APPLIED SCIENCES |
| INDUSTRIAL ENGINEERING (MASTER) (WITH THESIS) | |
| Code | EM503 |
| Name | Design of Experiments for Engineers |
| Term | 2019-2020 Academic Year |
| Term | Fall |
| Duration (T+A) | 3-0 (T-A) (17 Week) |
| ECTS | 6 ECTS |
| National Credit | 3 National Credit |
| Teaching Language | İngilizce |
| Level | Yüksek Lisans Dersi |
| Type | Normal |
| Mode of study | Yüz Yüze Öğretim |
| Catalog Information Coordinator | Prof. Dr. RIZVAN EROL |
| Course Instructor |
The current term course schedule has not been prepared yet.
|
Course Goal / Objective
he primary aim of this course is to study statistical experimental designs used commonly in engineering experiments and statistical analysis of exprimental data. This course will cover underlying theory of such designs and the use of an experimental design software for both building and analyzing engineering experiments.
Course Content
Simple comparative experiments. experiments with a single factor. analysis of variance. randomized blocks, latin squares and related designs. factorial designs. the 2k factorial design. blocking and confounding in the 2k factorial design. two-level fractional factorial designs. three-level and mixed-level factorial and fractional designs. factorial experiments with random factors. nested and split-plot designs.
Course Precondition
Resources
Notes
Course Learning Outcomes
| Order | Course Learning Outcomes |
|---|
Relation with Program Learning Outcome
| Order | Type | Program Learning Outcomes | Level |
|---|---|---|---|
| PLO01 | - | Understands, interprets and applies knowledge in his/her field domain both in-depth and in-breadth by doing scientific research in industrial engineering. | 0 |
| PLO02 | - | Acquires comprehensive knowledge about methods and tools of industrial engineering and their limitations. | 0 |
| PLO03 | - | Designs and performs analytical modeling and experimental research and analyze/solves complex matters emerged in this process. | 0 |
| PLO04 | - | Completes and applies the knowledge by using scarce and limited resources in a scientific way and integrates the knowledge into various disciplines. | 0 |
| PLO05 | - | Keeps up with the recent changes and applications in the field of Industrial Engineering and examines and learns these innovations when necessary. | 0 |
| PLO06 | - | Has the ability to propose new and/or original ideas and methods, develops innovative solutions for designing systems, components or processes. | 0 |
| PLO07 | - | Designs Industrial Engineering problems, develops innovative methods to solve the problems and applies them. | 0 |
| PLO08 | - | Works in multi-disciplinary teams and takes a leading role and responsibility. | 0 |
| PLO09 | - | Identifies, gathers and uses necessary information and data. | 0 |
| PLO10 | - | Follows, studies and learns new and developing applications of industrial engineering. | 0 |
| PLO11 | - | Uses a foreign language in verbal and written communication at least B2 level of European Language Portfolio. | 0 |
| PLO12 | - | Presents his/her research findings systematically and clearly in oral and written forms in national and international platforms. | 0 |
| PLO13 | - | Understands social and environmental implications of engineering practice. | 0 |
| PLO14 | - | Considers social, scientific and ethical values in the process of data collection, interpretation and announcement of the findings. | 0 |
| PLO15 | - | Works in multi-disciplinary teams, take a leading role and responsibility and develop solutions for complex problems. | 0 |
Week Plan
| Week | Topic | Preparation | Methods |
|---|---|---|---|
| 8 | Mid-Term Exam | ||
| 16 | Term Exams | ||
| 17 | Term Exams |
Student Workload - ECTS
| Works | Number | Time (Hour) | Workload (Hour) |
|---|---|---|---|
| Course Related Works | |||
| Class Time (Exam weeks are excluded) | 14 | 3 | 42 |
| Out of Class Study (Preliminary Work, Practice) | 14 | 5 | 70 |
| Assesment Related Works | |||
| Homeworks, Projects, Others | 0 | 0 | 0 |
| Mid-term Exams (Written, Oral, etc.) | 1 | 15 | 15 |
| Final Exam | 1 | 30 | 30 |
| Total Workload (Hour) | 157 | ||
| Total Workload / 25 (h) | 6,28 | ||
| ECTS | 6 ECTS | ||