System Identification - Interactive curriculae of TU Ilmenau
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Please refer to the respective study and examination rules and regulations for the legally binding curricula (Annex Curriculum).
You can find all details on planned lectures and classes in the course catalogue.
Please note that this page is no longer updated. All modules and study plans from PO version 2021 onwards (Bachelor and Master study programs) are now available on the Campus Portal.
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module properties System Identification
in degree program Bachelor Mechatronik 2013
ATTENTION: not offered anymore |
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| module number | 100427 |
| examination number | 220417 |
| department | Department of Computer Science and Automation |
| ID of group | 2211 (Automation Engineering) |
| module leader | Prof. Dr. Yuri Shardt |
| term | summer term only |
| language | Deutsch |
| credit points | 5 |
| on-campus program (h) | 45 |
| self-study (h) | 105 |
| obligation | obligatory module |
| exam | pass-fail certificate with multiple performances |
| details of the certificate | |
| link to Moodle course | |
| teacher | |
| signup details for alternative examinations | |
| maximum number of participants | |
| previous knowledge and experience | Vorausgesetzt wird der erfolgreiche Abschluss der „Regelungs- und Systemtechnik 1“ und „Modellbildung“. |
| learning outcome | Die Hörer und Hörerinnen werden in der Lage sein, die Prinzipien der Erstellung von Modellen für komplexe Prozesse unter Verwendung verschiedener Methoden und Ansätze zu verstehen, wie z. B. lineare Regression, nichtlineare Regression, Versuchsplannung und Zeitreihenanalyse. Sie können das Systemidentifikations-Framework anwenden, um relevante Modellierungs- und Identifikationsprobleme zu lösen. |
| content | Der Inhalt ist:
Praktikum (1 Versuche: HSS-1: Systemidentifikation I) |
| media of instruction and technical requirements for education and examination in case of online participation | Präsentation, Vorlesungsskript, Tafelanschrieb, online gemäß der Ordnung der TU Ilmenau, Moodle |
| 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. · W. Kleppmann, Versuchsplanung: Produkte und Prozesse optimieren, Hanser, 2016. · L. Ljung, System Identification: Theory for the user, Prentice Hall, 1999. · J. Reiter, Statistik-Fallstudien mit Excel, Springer Gabler, 2017. |
| evaluation of teaching | |