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Information
| Code | MK0030 |
| Name | Advanced Modeling Methods in Mechanical Engineering |
| Term | 2022-2023 Academic Year |
| Semester | . Semester |
| Duration (T+A) | 3-0 (T-A) (17 Week) |
| ECTS | 6 ECTS |
| National Credit | 3 National Credit |
| Teaching Language | İngilizce |
| Level | Doktora Dersi |
| Type | Normal |
| Mode of study | Yüz Yüze Öğretim |
| Catalog Information Coordinator |
Course Goal / Objective
By modeling techniques, development process can be completed in shorter period with lower cost compared to experimental researches. Modelling techniques can also be applied to complex applications. When modeling is validated to the experimental results can provide closer models to real condition. Aim of the course is teaching modeling techniques and application areas to students.
Course Content
Students will obtain modeling ability by this course. Then they will start to simulate and analyse complex systems. Advanced techniques for model simulations, model applications and analyses will be given during the course. Empirical and physical models, 0-, 1- and multi dimensional models will be investigated. Students will prepare a project to show how to transfer experimental system and data to computer, how to determine boundary conditions and estimate parameters and how to validate the models.
Course Precondition
none
Resources
Lecture Notes
Notes
Lecture Notes
Course Learning Outcomes
| Order | Course Learning Outcomes |
|---|---|
| LO01 | Having detailed knowledge about advanced modeling techniques |
| LO02 | Obtaining modeling skills |
| LO03 | Learning model applications and analyses |
| LO04 | Understanding how to transfer experimental data to computer environment |
| LO05 | Learning determination of boundary conditions, prediction of parameters and validation of models |
Relation with Program Learning Outcome
| Order | Type | Program Learning Outcomes | Level |
|---|---|---|---|
| PLO01 | Bilgi - Kuramsal, Olgusal | Understands and applies basic sciences, mathematics and engineering sciences at a high level. | 5 |
| PLO02 | Beceriler - Bilişsel, Uygulamalı | He/she has extensive and in-depth knowledge, including the latest developments in his/her field. | 4 |
| PLO03 | Bilgi - Kuramsal, Olgusal | They reach the latest information in a field and have a high level of proficiency in the methods and skills necessary to comprehend and research them. | 4 |
| PLO04 | Yetkinlikler - Öğrenme Yetkinliği | They carry out a comprehensive study that brings innovation to science and technology, develops a new scientific method or technological product/process, or applies a known method to a new field. | 5 |
| PLO05 | Yetkinlikler - Bağımsız Çalışabilme ve Sorumluluk Alabilme Yetkinliği | Independently perceives, designs, implements and concludes an original research process; manages this process. | 5 |
| PLO06 | Yetkinlikler - Alana Özgü Yetkinlik | Contributes to the science and technology literature by publishing the outputs of its academic studies in respected academic environments. | 4 |
| PLO07 | Yetkinlikler - İletişim ve Sosyal Yetkinlik | Evaluates scientific, technological, social and cultural developments and conveys them to the society with the awareness of scientific impartiality and ethical responsibility. | |
| PLO08 | Belirsiz | Performs critical analysis, synthesis and evaluation of ideas and developments in the field of expertise. | 3 |
| PLO09 | Yetkinlikler - Öğrenme Yetkinliği | Communicates effectively, both verbally and in writing, with those working in the field of specialization and the wider scientific and social community, communicating and discussing at an advanced level of written, oral and visual communication using a foreign language at least at the C1 General Level of the European Language Portfolio. | |
| PLO10 | Yetkinlikler - Bağımsız Çalışabilme ve Sorumluluk Alabilme Yetkinliği | Carries out literature search |
Week Plan
| Week | Topic | Preparation | Methods |
|---|---|---|---|
| 1 | Introduction to modelling | Lecture Notes | Öğretim Yöntemleri: Anlatım, Gösterip Yaptırma |
| 2 | Basic concepts and definitions | Lecture Notes | Öğretim Yöntemleri: Anlatım, Gösterip Yaptırma |
| 3 | Modeling techniques | Lecture Notes | Öğretim Yöntemleri: Anlatım, Gösterip Yaptırma |
| 4 | Setting models | Lecture Notes | Öğretim Yöntemleri: Anlatım, Gösterip Yaptırma |
| 5 | Empirical models | Lecture Notes | Öğretim Yöntemleri: Anlatım, Gösterip Yaptırma |
| 6 | Physical models | Lecture Notes | Öğretim Yöntemleri: Anlatım, Gösterip Yaptırma |
| 7 | 0 dimensional models | Lecture Notes | Öğretim Yöntemleri: Anlatım, Gösterip Yaptırma |
| 8 | Mid-Term Exam | Ölçme Yöntemleri: Yazılı Sınav |
|
| 9 | 1 dimensional models | Lecture Notes | Öğretim Yöntemleri: Anlatım, Gösterip Yaptırma |
| 10 | Transferring experiments to computer | Lecture Notes | Öğretim Yöntemleri: Anlatım, Gösterip Yaptırma |
| 11 | Definition of boundary conditions | Lecture Notes | Öğretim Yöntemleri: Anlatım, Gösterip Yaptırma |
| 12 | Parameters estimation | Lecture Notes | Öğretim Yöntemleri: Anlatım, Gösterip Yaptırma |
| 13 | Validation of the models | Lecture Notes | Öğretim Yöntemleri: Anlatım, Gösterip Yaptırma |
| 14 | Applications | Lecture Notes | Öğretim Yöntemleri: Anlatım, Gösterip Yaptırma |
| 15 | Review | Lecture Notes | Öğretim Yöntemleri: Anlatım, Gösterip Yaptırma |
| 16 | Term Exams | Ölçme Yöntemleri: Yazılı Sınav |
|
| 17 | Term Exams | Ölçme Yöntemleri: Yazılı Sınav |
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 | ||