BlogBasics Machine Learning in Production Engineering: Potentials for Efficiency and Innovation Dr. Felix Finkeldey, 26. February 2025 Machine learning is transforming production engineering through data-driven optimization, hybrid models and expert knowledge. Innovation, efficiency and interdisciplinary collaboration enable new opportunities for economically sustainable, intelligent manufacturing systems for various industrial applications. ...
BlogApplication LLM or Not: Finding the Right AI Solution for Your Business Jannis Spiekermann, 20. November 2024 Does your use case really need the power of an LLM, or could traditional machine learning offer a better, more efficient solution? Find out which AI approach suits your business needs....
BlogApplication What is it capable of and what does it cost? AI for the prediction of product features Andreas Pauly, 28. June 2023 How much does my custom-made product cost? These and other factors are essential for the purchase decision for a particular manufacturer. For the latter, however, the calculation is time-consuming. Machine learning can speed up this process tremendously....
BlogBasics Object Detection: How machines recognize objects Luise Weickhmann, Maximilian Otten, 31. May 2023 With the help of object detection methods, machines can be trained to recognize and locate objects. In this blog post, we provide an overview of this area of computer vision....
BlogApplication ML in logistics: How can CNNs make automation in bin picking more efficient? Anas Gouda, 13. April 2022 The scope of application of convolutional neural networks (CNNs) in industry and logistics is currently still limited, although they can help to efficiently automate various tasks. Various application methods can promote their use....
BlogApplication Gaia X: The cloud for AI development? Timon Sachweh, 06. April 2022 Data is being collected like never before, but what to do with it? How can data protection be guaranteed while at the same time creating added value through data-driven algorithms? Gaia-X addresses all these questions....
BlogApplication ART – Automated Tool for Generating Financial Statements Prof. Dr. Rafet Sifa, 16. March 2022 Creating financial reports takes a lot of time and is expensive. ART is a new method that should make it possible to convert structured table data from financial reports into text....
BlogApplication The intelligent shelf: The path to intelligent human-machine interfaces in industry Jana Germies, Luise Weickhmann, 02. February 2022 Hand-held devices and traditional paper documents in logistics restrict employees' movements. The Fraunhofer IML is developing an intelligent shelf as a solution, which is intended to pave the way for an intelligent human-machine interface....
BlogApplication Error analysis in production processes with an AI-based root cause analysis Hans-Ulrich Kobialka, 26. January 2022 It is more interesting for companies to understand why a specific error has occurred than to predict errors. An AI-based root cause analysis is used to find clues to the causes of errors in large amounts of data....
