| ENGINEERING MANAGEMENT (TURKISH, PHD) | |||||
| PhD | TR-NQF-HE: Level 8 | QF-EHEA: Third Cycle | EQF-LLL: Level 8 | ||
| Course Code | Course Name | Semester | Theoretical | Practical | Credit | ECTS |
| ISM6003 | System Modelling and Analysis | Fall Spring |
3 | 0 | 3 | 12 |
| The course opens with the approval of the Department at the beginning of each semester |
| Language of instruction: | Tr |
| Type of course: | Departmental Elective |
| Course Level: | |
| Mode of Delivery: | Face to face |
| Course Coordinator : | Assoc. Prof. GÜL TEKİN TEMUR ASLAN |
| Course Objectives: | Covers modern modeling paradigms for deterministic and stochastic complex and dynamic systems. This includes, but not limited to, Discrete Simulation, Queuing Systems, and Agent-based models among others. Great focus will be on system analysis using different developed models in different domains such as production, logistics, security, and service, military and social. |
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The students who have succeeded in this course; To provide the students with the following capabilities: 1) Understand the needs of a system 2) Apply modern software packages to simulate industrial problems 3) Describe, investigate and analyse complex engineering systems by using systems thinking and modelling techniques) 4) Assess models for an engineering system taking into consideration its suitability to facilitate engineering decision making 5) Interpret the simulation results of an engineering system model |
| Importance of Simulation in Practice Probability and Statistics in Simulation Discrete Simulation Queuing Systems Agent-based Simulation System Dynamics Introduction to Crystal Ball and VENSIM Design Requirements Building Systems Simulation Models Modeling and Simulation for Systems Thinking |
| Week | Subject | Related Preparation | |
| 1) | Importance of Simulation in Practice | ||
| 2) | Probability and Statistics in Simulation 1 | ||
| 3) | Probability and Statistics in Simulation 2 | ||
| 4) | Discrete Simulation | ||
| 5) | Queuing Systems | ||
| 6) | Ajan Temelli Benzetim 1 | ||
| 7) | Agent-based Simulation 2 | ||
| 8) | Mid Term | ||
| 9) | Sistem Dinamikleri Modellemesi 1 | ||
| 10) | Sistem Dinamikleri Modellemesi 2 | ||
| 11) | Crystal Ball'a ve VENSIM'e Giriş | ||
| 12) | Applications on Simulation Models | ||
| 13) | Applications on Simulation Models 2 | ||
| 14) | Modeling and Simulation for Systems Thinking | ||
| Course Notes: | Sokolowski and Banks (editors), 2009, Principles of Modeling and Simulation, Wiley. Cloud and Rainey (1998). Applied Modeling and Simulation. McGraw-Hill. Law and Kelton (1999). Simulation Modeling and Analysis. McGraw-Hill. |
| References: |
| Semester Requirements | Number of Activities | Level of Contribution |
| Attendance | 0 | % 0 |
| Laboratory | 0 | % 0 |
| Application | 0 | % 0 |
| Field Work | 0 | % 0 |
| Special Course Internship (Work Placement) | 0 | % 0 |
| Quizzes | 0 | % 0 |
| Homework Assignments | 0 | % 0 |
| Presentation | 0 | % 0 |
| Project | 1 | % 30 |
| Seminar | 0 | % 0 |
| Midterms | 1 | % 30 |
| Preliminary Jury | 0 | % 0 |
| Final | 1 | % 40 |
| Paper Submission | 0 | % 0 |
| Jury | 0 | % 0 |
| Bütünleme | % 0 | |
| Total | % 100 | |
| PERCENTAGE OF SEMESTER WORK | % 30 | |
| PERCENTAGE OF FINAL WORK | % 70 | |
| Total | % 100 | |
| Activities | Number of Activities | Duration (Hours) | Workload |
| Course Hours | 14 | 3 | 42 |
| Laboratory | 0 | 0 | 0 |
| Application | 0 | 0 | 0 |
| Special Course Internship (Work Placement) | 0 | 0 | 0 |
| Field Work | 0 | 0 | 0 |
| Study Hours Out of Class | 14 | 6 | 84 |
| Presentations / Seminar | 1 | 3 | 3 |
| Project | 1 | 30 | 30 |
| Homework Assignments | 0 | 0 | 0 |
| Quizzes | 0 | 0 | 0 |
| Preliminary Jury | 0 | 0 | 0 |
| Midterms | 1 | 25 | 25 |
| Paper Submission | 0 | 0 | 0 |
| Jury | 0 | 0 | 0 |
| Final | 1 | 25 | 25 |
| Total Workload | 209 | ||
| No Effect | 1 Lowest | 2 Low | 3 Average | 4 High | 5 Highest |
| Program Outcomes | Level of Contribution | |
| 1) | - To be able to develop and deepen current and advanced knowledge in the field with original thought and/or research at the level of expertise based on master's qualifications, and to reach original definitions that will bring innovation to the field. | |
| 2) | - To be able to comprehend the interdisciplinary interaction that the field is related to; Ability to reach original results by using knowledge that requires expertise in analyzing, synthesizing and evaluating new and complex ideas. | |
| 3) | -To be able to evaluate and use new knowledge in the field with a systematic approach. | |
| 4) | - To be able to develop a new idea, method, design and/or application that brings innovation to the field, or to apply a known idea, method, design and/or application to a different field, to research, comprehend, design, adapt and apply an original subject. | |
| 5) | - Ability to critically analyze, synthesize and evaluate new and complex ideas. | |
| 6) | - Gaining high-level skills in using research methods in studies related to the field. | |
| 7) | - To be able to critically examine and develop social relations and the norms that guide these relations, and to manage actions to change them when necessary. | |
| 8) | - To be able to defend their original views in the discussion of the issues in the field with experts and to establish an effective communication showing their competence in the field. | |
| 9) | - To be able to communicate and discuss at an advanced level in written, oral and visual using a foreign language at least at the C1 General Level of the European Language Portfolio. | |
| 10) | - To be able to develop new thoughts and methods in the field by using high-level mental processes such as creative and critical thinking, problem solving and decision making. | |
| 11) | - To be able to contribute to the process of becoming an information society and maintaining it by introducing scientific, technological, social or cultural advances in the field. | |
| 12) | - To be able to interact functionally by using strategic decision-making processes in solving the problems encountered in the field. | |
| 13) | - To be able to contribute to the solution of social, scientific, cultural and ethical problems encountered in issues related to the field and to support the development of these values. | |
| 14) | - Being able to contribute to the progress in the field by independently carrying out an original work that brings innovations to the field, develops a new idea, method, design and / or application or applies a known idea, method, design and / or application to a different field. | |
| 15) | - To be able to expand the limits of knowledge in the field by publishing at least one scientific article related to the field in national and/or international refereed journals and/or by producing or interpreting an original work. | |
| 16) | - Ability to lead in environments that require the resolution of unique and interdisciplinary problems. |