Fraunhofer Institute for Manufacturing Engineering and Automation IPA
Artificial intelligence in manufacturing
Tabbed contents#
Expertise#
Fraunhofer IPA has made artificial intelligence (AI) one of its key topics and has greatly expanded its consulting, funding and implementation services. These include feasibility studies, quick checks and workshops, as well as the development of complex technical manufacturing modules based on machine learning (ML).
Project formats range from short-term, compact studies on particular issues to long-term strategic cooperations. Further activities include lectures, training courses and publications.
Make the most of our expertise to add more value to your business!
Current events#
| Date | Event | Lecture title / topic | Speaker / exhibit | Brief description | Organizer |
| 21. – 26.08.2021 | 30th International Joint Conference on Artificial Intelligence (IJCAI-21) | A Survey on the Explainability of Supervised Machine Learning | Prof. Dr. Marco Huber, Nadia Burkart | International conference with virtual lectures and workshops on Artificial Intelligence. | IJCAI |
| 21. – 26.08.2021 | 30th International Joint Conference on Artificial Intelligence (IJCAI-21) | Benchmark and Survey of Automated Machine Learning Framework | Marc Zöller, Prof. Dr. Marco Huber | International conference with virtual lectures and workshops on Artificial Intelligence. | IJCAI |
| 14.09.2021 | AI in SMEs - identifying and implementing use cases (in German) |
Dr. Andreas Bildstein, Tobias Eusterwiemann |
The Fraunhofer IPA offers a webinar series on the application of AI in SMEs for the Mittelstand 4.0 Competence Centre Stuttgart. In it, the AI trainers of the Competence Center show you how you can achieve an increase in productivity in your company with the help of artificial intelligence. | Mittelstand 4.0 Kompetenzzentrum Stuttgart | |
| 05.-07.10.2021 | Data Scientist Specialized in Deep Learning (in German) | Prof. Dr. Marco Huber | You will learn current machine learning and deep learning methods and deepen your knowledge in an application area. | Fraunhofer-Allianz Big Data und Künstliche Intelligenz | |
| 12.10.2021 | AI in SMEs - identifying and implementing use cases (in German) |
Dr. Andreas Bildstein, Tobias Eusterwiemann |
The Fraunhofer IPA offers a webinar series on the application of AI in SMEs for the Mittelstand 4.0 Competence Centre Stuttgart. In it, the AI trainers of the Competence Center show you how you can achieve an increase in productivity in your company with the help of artificial intelligence. | Mittelstand 4.0 Kompetenzzentrum Stuttgart | |
| 19.10.2021 | KI zwischen Mythos und Realität (in German) | Potenziale und Grenzen des maschinellen Lernens in produzierenden Unternehmen | Prof. Dr. Marco Huber | How can social partners promote the introduction of "artificial intelligence" and algorithmic decision-making systems in the company in a design-oriented manner? How can the strengthening of design competence be facilitated? The workshop aims to provide answers to these questions for company users. | Allianz Industrie 4.0 Baden-Württemberg |
| 28.10.2021 | Biointelligence Lecture Series (in German) | Artificial Intelligence: Do Machines Learn Like Humans? | Prof. Dr. Marco Huber | The decisive challenge in the 21st century is to reconcile prosperity and resource consumption. Sustainable value creation without loss of prosperity requires production methods modeled on nature with the technologies of tomorrow: the Biological Transformation should make it possible. | Württembergische Landesbibliothek |
| 08.-10.11.2021 | Data Scientist Specialized in Deep Learning (in German) | Prof. Dr. Marco Huber | You will learn current machine learning and deep learning methods and deepen your knowledge in an application area. | Fraunhofer-Allianz Big Data und Künstliche Intelligenz | |
| 16.11.2021 | AI in SMEs - identifying and implementing use cases (in German) |
Dr. Andreas Bildstein, Tobias Eusterwiemann |
The Fraunhofer IPA offers a webinar series on the application of AI in SMEs for the Mittelstand 4.0 Competence Centre Stuttgart. In it, the AI trainers of the Competence Center show you how you can achieve an increase in productivity in your company with the help of artificial intelligence. | Mittelstand 4.0 Kompetenzzentrum Stuttgart | |
| 23./24.11.2021 |
Cognitive Robotics (2021) (in German) | Kilian Kleeberger, M.Sc. |
In the training you will acquire knowledge in different learning methods and their possible applications for learning robots based on numerous practical examples. The lectures are held in German and the course material is provided in English. | Online Schulung | |
| 1.12.2021 | Smarte Maschinen im Einsatz – effizient, sicher, nachhaltig mit KI (in German) |
How do you make artificial intelligence robust, transparent and explainable? |
Prof. Dr. Marco Huber |
This conference will focus on what the technology can already do today and what opportunities and risks it poses for the industry. |
Konradin Mediengruppe / Bild der Wissenschaft |
Publications#
Daten