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AI in Manufacturing and Foundations of Precision Engineering
Last Updated: 2026-06-03 00:14:36
Abstract
This lecture builds-up on the lecture "Production Machines I" and covers the fundamentals of precision engineering and specific applications of AI in manufacturing. In addition to AI-based approaches, machine requirements are explained, including an introduction to the areas of metrology and precision engineering.
Objective
The students understand the key interrelationships of high-precision production systems from the perspective of Precision Engineering, as well as the potential applications of AI in various areas of manufacturing. In the first part of the lecture, students learn AI-based methods and how these approaches are applied in an industrial context and the second part focuses on the fundamentals of precision machines and the associated measurement technology.
Content
The course provides knowledge about machine connectivity and process automation using artificial intelligence (AI). Participants explore key technologies and protocols for machine connectivity as well as the application of AI methods for optimizing and automating production processes. Practical exercises deepen the theoretical knowledge and allow for direct application to real industrial scenarios. Additionally, the course covers an introduction to the fundamentals and applications of precision engineering and measurement technology in machine tools, including the interpretation of measurement results. Participants gain insight into the design of high-precision manufacturing systems and learn various methods for compensating deviations, including the systematic analysis of dynamic deviations and specific simulations of machine tools.
Resources
Lecture Notes
Lecture slides and references/literature.
General Information
- Language
- English
- Levels
- MSC
- Frequency
- Yearly recurring
Examination
- Type
- session examination
- Mode
- written 120 minutes
- Aids
- None
Course Components
| Type | Title | Time & Place | Hours |
|---|---|---|---|
| lecture | AI in Manufacturing and Foundations of Precision Engineering |
|
2 h weekly |
| exercise | AI in Manufacturing and Foundations of Precision Engineering |
|
2 h weekly |
Offered In
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Core Courses (The Core Courses in the Master’s program Mechanical Engineering listed below are indicative and include courses designed by the Department at the Master's level. With the approval of the tutor, students may also select Master's-level courses offered by other departments at ETH. These courses will be marked as non-regular in the LAG, but their categorization as Core Courses is possible if included in the approved LAG.)
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