process Analysis - Interactive curriculae of TU Ilmenau
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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Please note that this page is no longer updated.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.
| module properties module number 100430 - common information | |
|---|---|
| module number | 100430 |
| department | Department of Computer Science and Automation |
| ID of group | 2211 (Automation Engineering) |
| module leader | Prof. Dr. Yuri Shardt |
| language | Deutsch |
| term | Wintersemester |
| previous knowledge and experience | Vorausgesetzt wird der erfolgreiche Abschluss folgender Fächer:
|
| 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: Visualisierung der Daten Statistische Tests Lineare Regression Nichlineare Regression Versuchsplannung Zeitreihenanalyse 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 |
| 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 | |
| Details reference subject | |
|---|---|
| module name | process Analysis |
| examination number | 220342 |
| credit points | 5 |
| SWS | 4 |
| on-campus program (h) | 45 |
| self-study (h) | 105 |
| obligation | obligatory module |
| exam | examination performance with multiple performances |
| details of the certificate | schriftliche Prüfungsleistung, 120 min Testat für zugehöriges Praktikum |
| link to Moodle course | |
| teacher | |
| signup details for alternative examinations | |
| maximum number of participants | |
| Details in degree program Master Wirtschaftsingenieurwesen 2013 (AT), Master Wirtschaftsingenieurwesen 2014 (AT), Master Wirtschaftsingenieurwesen 2015 (AT), Master Wirtschaftsingenieurwesen 2018 (AT) | |
|---|---|
| module name | process Analysis |
| examination number | 220342 |
| credit points | 5 |
| on-campus program (h) | 45 |
| self-study (h) | 105 |
| obligation | elective module |
| exam | examination performance with multiple performances |
| details of the certificate | schriftliche Prüfungsleistung, 120 min Testat für zugehöriges Praktikum |
| link to Moodle course | |
| signup details for alternative examinations | |
| maximum number of participants | |
| Details in degree program Bachelor Technische Kybernetik und Systemtheorie 2013 | |
|---|---|
| module name | process Analysis |
| examination number | 220342 |
| credit points | 5 |
| on-campus program (h) | 45 |
| self-study (h) | 105 |
| obligation | obligatory module |
| exam | examination performance with multiple performances |
| details of the certificate | schriftliche Prüfungsleistung, 120 min Testat für zugehöriges Praktikum |
| link to Moodle course | |
| signup details for alternative examinations | |
| maximum number of participants | |