4th May 2021,online
AI4DI partner Know-Center published an online article about the AI4DI project, and how in cooperation with Infineon, the Know-Center is developing an intelligent FMEA assistant for the area of semiconductors, which is trained via Artificial Intelligence (AI) methods.
“We use AI methods, such as deep learning, in combination with natural language processing and knowledge graphs to extract knowledge from a large number of publications and technical documentation. This makes it possible to automatically recognise the cause-and-effect chains, allowing experts to assess risks better and identify potential problems early. The free texts are subsequently converted into structured data,” stated Roman Kern, Research Area Head of Knowledge Discovery at Know-Center, and explained: “The biggest advantage is that technicians can make risk assessments and categorisations, such as a production error of a semiconductor component, using a much larger knowledge base. For the technician, this saves quite a bit of time and resources and the knowledge gained over time is not lost.”
You can find here the full article.