Autonomous Integrated Scheduling for Semiconductor Industry
Digitalisation is driving increased demand for microchips and shortening the product lifecycle and the high variety of customer specific devices leads to a growing need for high-mix low-volume (HMLV) semiconductor production. The project AISSI - Autonomous Integrated Scheduling for Semiconductor Industry - proposes to source and develop, integrate and apply novel AI-based approaches. By applying reinforcement learning in a continual improvement framework for autonomous, integrated production and maintenance scheduling, competition can be outperformed in terms of efficiency and cost effectiveness.
>3.4 Mio. €
Simulated area throughput
Simulated area WIP level
Compliance to scheduling results
Cycle Time variability
07/2022 – AISSI Summer Workshop at KIT
After one year of working together almost exclusively online, the project team of our research project AISSI met for a two-day face-to-face workshop at KIT.
04/2022 – ITEA Smart Systems Engineering workshop
During the ITEA Smart Systems Engineering Workshop, the AISSI project was presented by project lead Andrej Gisbrecht.
12/2021 – Christmas Message