19334717
Seminar/Proseminar
Seminar/Proseminar: Machine Learning for Process Control
Grégoire Montavon
Kommentar
Numerous real-world processes need to be kept under control in order to ensure safety or efficiency. Machine learning models are good candidates for this. They can for example detect shifts/anomalies/decalibrations/instabilities/etc. and possibly also predict which action needs to be taken on the process. The real-time nature of such tasks brings unique challenges from a ML perspective compared to classical application of ML. This seminar will explore relevant ML methods such as online/reinforcement learning and real-time data analysis. Use cases in manufacturing and intensive care will be covered. Students will select a few papers from a pool of thematically relevant research papers, which they will read and present over the course of the semester.
16 Termine
Regelmäßige Termine der Lehrveranstaltung
Fr, 20.10.2023 16:00 - 18:00
Seminar/Proseminar: Machine Learning for Process Control
Dozenten:
Prof. Dr.-Ing. Grégoire Montavon
Räume:
T9/049 Seminarraum (Takustr. 9)
Fr, 27.10.2023 16:00 - 18:00
Seminar/Proseminar: Machine Learning for Process Control
Dozenten:
Prof. Dr.-Ing. Grégoire Montavon
Räume:
T9/049 Seminarraum (Takustr. 9)
Fr, 03.11.2023 16:00 - 18:00
Seminar/Proseminar: Machine Learning for Process Control
Dozenten:
Prof. Dr.-Ing. Grégoire Montavon
Räume:
T9/049 Seminarraum (Takustr. 9)
Fr, 10.11.2023 16:00 - 18:00
Seminar/Proseminar: Machine Learning for Process Control
Dozenten:
Prof. Dr.-Ing. Grégoire Montavon
Räume:
T9/049 Seminarraum (Takustr. 9)
Fr, 17.11.2023 16:00 - 18:00
Seminar/Proseminar: Machine Learning for Process Control
Dozenten:
Prof. Dr.-Ing. Grégoire Montavon
Räume:
T9/049 Seminarraum (Takustr. 9)
Fr, 24.11.2023 16:00 - 18:00
Seminar/Proseminar: Machine Learning for Process Control
Dozenten:
Prof. Dr.-Ing. Grégoire Montavon
Räume:
T9/049 Seminarraum (Takustr. 9)
Fr, 01.12.2023 16:00 - 18:00
Seminar/Proseminar: Machine Learning for Process Control
Dozenten:
Prof. Dr.-Ing. Grégoire Montavon
Räume:
T9/049 Seminarraum (Takustr. 9)
Fr, 08.12.2023 16:00 - 18:00
Seminar/Proseminar: Machine Learning for Process Control
Dozenten:
Prof. Dr.-Ing. Grégoire Montavon
Räume:
T9/049 Seminarraum (Takustr. 9)
Fr, 15.12.2023 16:00 - 18:00
Seminar/Proseminar: Machine Learning for Process Control
Dozenten:
Prof. Dr.-Ing. Grégoire Montavon
Räume:
T9/049 Seminarraum (Takustr. 9)
Fr, 22.12.2023 16:00 - 18:00
Seminar/Proseminar: Machine Learning for Process Control
Dozenten:
Prof. Dr.-Ing. Grégoire Montavon
Räume:
T9/049 Seminarraum (Takustr. 9)
Fr, 12.01.2024 16:00 - 18:00
Seminar/Proseminar: Machine Learning for Process Control
Dozenten:
Prof. Dr.-Ing. Grégoire Montavon
Räume:
T9/049 Seminarraum (Takustr. 9)
Fr, 19.01.2024 16:00 - 18:00
Seminar/Proseminar: Machine Learning for Process Control
Dozenten:
Prof. Dr.-Ing. Grégoire Montavon
Räume:
T9/049 Seminarraum (Takustr. 9)
Fr, 26.01.2024 16:00 - 18:00
Seminar/Proseminar: Machine Learning for Process Control
Dozenten:
Prof. Dr.-Ing. Grégoire Montavon
Räume:
T9/049 Seminarraum (Takustr. 9)
Fr, 02.02.2024 16:00 - 18:00
Seminar/Proseminar: Machine Learning for Process Control
Dozenten:
Prof. Dr.-Ing. Grégoire Montavon
Räume:
T9/049 Seminarraum (Takustr. 9)
Fr, 09.02.2024 16:00 - 18:00
Seminar/Proseminar: Machine Learning for Process Control
Dozenten:
Prof. Dr.-Ing. Grégoire Montavon
Räume:
T9/049 Seminarraum (Takustr. 9)
Fr, 16.02.2024 16:00 - 18:00
Seminar/Proseminar: Machine Learning for Process Control
Dozenten:
Prof. Dr.-Ing. Grégoire Montavon
Räume:
T9/049 Seminarraum (Takustr. 9)
