Samsung recently leveraged NVIDIA's Omniverse platform to build a digital twin of the semiconductor manufacturing process, which is focused on increasing production efficiency and improving yield. The platform creates a digital replica of a semiconductor manufacturing plant, enabling simulation and optimization to be performed in the same environment as the actual plant.
Samsung aims to make it easier for business users to develop and utilize their use cases through digital twin platforms. It focuses on fast processing large-scale data and supporting different business cases, including optimization of HyperScale and LoadTime13.
Samsung started Proof of Concept (PoC) in collaboration with NVIDIA in 2022. In this process, we used Omniverse to set up the first Fab digital twin model and validate 3D modeling capabilities based on real Fab data13. - 3D Data Consolidation: Samsung has experienced many challenges in integrating large-scale 3D data and processing data in different formats. However, it has worked with NVIDIA to address these issues and successfully built Fab's digital twin13. - Model loading times: Samsung aims to reduce loading times for its digital twin models to less than 5 minutes, which is critical to analyzing and optimizing data in real time13.
Samsung Electronics aims to build a fully automated Fab by 2030. The digital twin platform is expected to play an important role in achieving these goals. This will increase the efficiency of the semiconductor manufacturing process and contribute to improving the yield 13.
Through its collaboration with NVIDIA, Samsung was able to successfully introduce the Omniverse platform. The initial collaboration with NVIDIA was essential to the success of the Digital Twin project, which will bring about an innovative change in the semiconductor industry. Source: https://resources.nvidia.com/en-us-industrial-sector-resources/gtc24-s62610
Share this post: