Allgemeine Informationen

Veranstaltungsname	Vorlesung: Condition Monitoring of Structures, Machines and Processes
Veranstaltungsnummer	MRM-0147
Semester	SS 2025
Aktuelle Anzahl der Teilnehmenden	18
Heimat-Einrichtung	Mechanical Engineering
Veranstaltungstyp	Vorlesung in der Kategorie Lehre
Erster Termin	Montag, 28.04.2025 12:15 - 13:45, Ort: (L-2040)
Voraussetzungen	Empfohlen: Modul WIW-9844: Grundlagen der Programmierung Modul MRM-1008: Ingenieurwissenschaften IV
Leistungsnachweis	Schriftlich-Mündliche Prüfung / Prüfungsdauer: 60 Minuten, benotet
Veranstaltung findet in Präsenz statt / hat Präsenz-Bestandteile	Ja
Hauptunterrichtssprache	englisch
Literaturhinweise	• Sause, M. G. R., & Jasiuniene, E. (Eds.). (2021). Structural Health Monitoring Damage Detection Systems for Aerospace. Springer International Publishing. https://doi.org/10.1007/978-3-030-72192-3 • Handbook of Multisensor Data Fusion. (2017). In M. Liggins II, D. Hall, & J. Llinas (Eds.), Handbook of Multisensor Data Fusion. CRC Press. https://doi.org/10.1201/9781420053098 • Mitchell, H. B. (2012). Data Fusion: Concepts and Ideas. Springer Berlin Heidelberg. https:// doi.org/10.1007/978-3-642-27222-6 • Bishop, C. M. (1995). Neural networks for pattern recognition. Clarendon Press; Oxford University Press. • Mukhopadhyay, S. C., & Huang, R. Y. M. (Eds.). (2008). Sensors (Vol. 21). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-540-69033-7
ECTS-Punkte	6

Lehrende

Tutor/-innen

Räume und Zeiten

(L-2040): Montag: 12:15 - 13:45, wöchentlich (12x)
(W-1024): Dienstag: 17:30 - 19:00, wöchentlich (12x)

Studienbereiche

Modulzuordnungen

Ingenieurinformatik M.Sc. Ingenieurinformatik, PO 2016, 18. Version gültig ab SS 2025 > M.Sc. Ingenieurinformatik - Mechatronik und Produktion > MRM-0161 - Condition Monitoring of Structures, Machines and Processes > Condition Monitoring of Structures, Machines and Processes
Ingenieurinformatik M.Sc. Ingenieurinformatik, PO 2016, 17. Version gültig ab WS 2024/25 > M.Sc. Ingenieurinformatik - Mechatronik und Produktion > MRM-0161 - Condition Monitoring of Structures, Machines and Processes > Condition Monitoring of Structures, Machines and Processes
Austauschstudium - MNTF Austauschstudium MNTF, 6. Version gültig ab SS 2025 > Mathematisch-Naturwissenschaftlich-Technische Fakultät - Master Level > MRM-0147 - Condition Monitoring of Structures, Machines and Processes > Condition Monitoring of Structures, Machines and Processes
Wirtschaftsingenieurwesen Master Wirtschaftsingenieurwesen, 20. Version gültig ab SS 2025 > Modulgruppe D: Major Materials Engineering > MRM-0147 - Condition Monitoring of Structures, Machines and Processes > Condition Monitoring of Structures, Machines and Processes
Wirtschaftsingenieurwesen Master Wirtschaftsingenieurwesen, 19. Version gültig ab WS 2024/25 > Modulgruppe D: Major Materials Engineering > MRM-0147 - Condition Monitoring of Structures, Machines and Processes > Condition Monitoring of Structures, Machines and Processes
Austauschstudium - MNTF Austauschstudium MNTF, 6. Version gültig ab SS 2025 > Mathematisch-Naturwissenschaftlich-Technische Fakultät - Master Level > MRM-0147 - Condition Monitoring of Structures, Machines and Processes > Exercise to Condition Monitoring of Structures, Machines and Processes
Wirtschaftsingenieurwesen Master Wirtschaftsingenieurwesen, 20. Version gültig ab SS 2025 > Modulgruppe D: Major Materials Engineering > MRM-0147 - Condition Monitoring of Structures, Machines and Processes > Exercise to Condition Monitoring of Structures, Machines and Processes
Wirtschaftsingenieurwesen Master Wirtschaftsingenieurwesen, 19. Version gültig ab WS 2024/25 > Modulgruppe D: Major Materials Engineering > MRM-0147 - Condition Monitoring of Structures, Machines and Processes > Exercise to Condition Monitoring of Structures, Machines and Processes
Ingenieurinformatik M.Sc. Ingenieurinformatik, PO 2016, 18. Version gültig ab SS 2025 > M.Sc. Ingenieurinformatik - Mechatronik und Produktion > MRM-0161 - Condition Monitoring of Structures, Machines and Processes > Exercise to Condition Monitoring of Structures, Machines and Processes
Ingenieurinformatik M.Sc. Ingenieurinformatik, PO 2016, 17. Version gültig ab WS 2024/25 > M.Sc. Ingenieurinformatik - Mechatronik und Produktion > MRM-0161 - Condition Monitoring of Structures, Machines and Processes > Exercise to Condition Monitoring of Structures, Machines and Processes

Kommentar/Beschreibung

The following contents will be presented:
• Basic concepts and problems of condition monitoring
• Measurement technology and sensors
• Introduction to different sensor types
• Data processing of differently structured sensor data
• Methods for filtering and reducing large amounts of data
• Basics of artificial intelligence for condition monitoring
• Application in Structural Health Monitoring
• Application for Quality Management & Predictive Quality
• Application for Predictive Maintenance
• Industrial application examples

The students will:
• learn basic concepts for sensor-based condition monitoring of structures as well as industrial machines, plants and processes
• learn skills for the application of sensor systems on the basis of realistic problems
• learn the necessary programming skills and methods for evaluating sensor data from monitoring systems
• be able to independently plan tasks in the area of condition monitoring and implement solutions

Vorlesung: Condition Monitoring of Structures, Machines and Processes - Details