System Identification - Interactive curriculae of TU Ilmenau
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| module properties module number 101402 - common information | |
|---|---|
| module number | 101402 |
| department | Department of Computer Science and Automation |
| ID of group | 2211 (Automation Engineering) |
| module leader | Prof. Dr. Yuri Shardt |
| language | English |
| term | Wintersemester |
| previous knowledge and experience | Lecture ‘Control Engineering’ |
| learning outcome | By the end of this course, the students should be able to understand the principles of creating models for complex system using different methods and approaches, including linear and nonlinear regression, design of experiments, and time series analysis. The students should understand the system identification framework and be able to apply to relevant modelling examples. |
| content | The course content is: 1. Data Visualisation 2. Statistical Tests 3. Linear Regression 4. Nonlinear Regression 5. Design of Experiments 6. Time Series Analysis Laboratory (2 Visits: HSS-1: Identification I; HSS-2: Identification II) |
| media of instruction and technical requirements for education and examination in case of online participation | The online material can be accessed from https://www.tu-ilmenau.de/en/dept-automation/teaching/at325en-system-identification/. The Moodle site is https://moodle2.tu-ilmenau.de/course/view.php?id=3055. |
| literature / references | · Y.A.W. Shardt, Statistics for Chemical and Process Engineers: A Modern Approach, Springer, 2015, https://doi.org/10.1007/978-3-319-21509-9. · L. Ljung, System Identification: Theory for the user, Prentice Hall, 1999.
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| evaluation of teaching | |
| Details reference subject | |
|---|---|
| module name | System Identification |
| examination number | 2200507 |
| credit points | 5 |
| SWS | 3 |
| on-campus program (h) | 33.75 |
| self-study (h) | 116.25 |
| obligation | obligatory module |
| exam | written examination performance, 120 minutes |
| details of the certificate | Take-Home-Exam; Contact: yuri.shardt@tu-ilmenau.de |
| link to Moodle course | |
| teacher | |
| signup details for alternative examinations | |
| maximum number of participants | |
| Details in degree program Master Research in Computer & Systems Engineering 2012 | |
|---|---|
| module name | System Identification |
| examination number | 2200507 |
| credit points | 5 |
| on-campus program (h) | 34 |
| self-study (h) | 116 |
| obligation | obligatory module |
| exam | written examination performance, 120 minutes |
| details of the certificate | Take-Home-Exam; Contact: yuri.shardt@tu-ilmenau.de |
| link to Moodle course | |
| signup details for alternative examinations | |
| maximum number of participants | |