16-09-3244-tt Tutorial MACH4.0 – Application of Data Analytics in machining production

Course offering details

Instructors: Prof. Dr.-Ing. Matthias Weigold

Event type: Tutorial

Org-unit: Dept. 16 - Mechanical Engineering

Displayed in timetable as: Tut MACH4.0

Subject:

Crediting for:

Hours per week: 4

Language of instruction: Englisch

Min. | Max. participants: - | -

Digital Teaching:
Dear students,

since the current situation means that face-to-face events should be avoided, the content is provided in a digital form. During the regular consultation hours, content can be discussed and questions or problems clarified when required.

Best regards
Oliver Kohn

Course Contents:

1. Explain basic concepts for data acquisition, processing and storage for machine tools in the context of Industry 4.0.?
2. Using domain knowledge from the field of machining, to identify and evaluate relevant production data regarding various technical problems.?
3. Process and visually prepare time series data from production using Python.?
4. Critically evaluate methods from the field of data science for an analysis of production data and implement them with Python.?
5. Develop and validate solutions for technical problems in a team.?
6. Prepare a visual presentation of the results.

Preconditions:
Due to a limited number of participants, registration in TUCaN must first be clarified with o.kohn@ptw.tu-darmstadt.de. Without a previous registration with the department the participation is NOT possible. 

Online Offerings:
https://www.ptw.tu-darmstadt.de/studium_lehre_ptw/lehrveranstaltung_ptw/lectures_and_tutorials/tutorien_8/_/index.de.jsp

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Class session overview
Instructors
Prof. Dr.-Ing. Matthias Weigold