Vorlesungsverzeichnis

19334717

WiSe 23/24: 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.

Schließen

16 Termine

Regelmäßige Termine der Lehrveranstaltung

Fr, 16:00 - 18:00 Seminar/Proseminar: Machine Learning for Process Control 16 Termine

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)

Zur Modulübersicht

Ort: T9/049 Seminarraum (Takustr. 9)

Zeit: Fr 16:00-18:00

Erster Termin: 20.10.2023

Unterrichtssprache: Englisch

SWS: 2

Teilnehmerzahl: 30

Platzbeschränkung: Ja

Teilnahmepflicht: Ja

Module zu dieser LV

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