Fraunhofer IIS is developing a demonstrator in the context of the SEMICONDUCTOR-X project, will be showcased live at HANNOVER MESSE
🎯 Focus: AI applications built on the Asset Administration Shell (AAS) – interoperable, standardized, and designed across the entire semiconductor value chain.
🔎Use Case 1:
Data-driven production planning across complex supply chains
By combining probabilistic demand forecasting with stochastic optimization, the system generates robust decision support for:
🔹Production and inventory planning
🔹Scenario comparison
🔹Supply chain design
✅Goal: Global optimization despite uncertain demand and long lead times.
🔍Use Case 2:
Improving process transparency between material supplier and fab.
Using tabular machine learning and explainability methods, the demonstrator enables:
🔹Quality prediction
🔹Identification of process parameters influencing quality
🔹Tailored information in the CoA for downstream process steps
✅Goal: Higher quality and better cross-company alignment.
Built on IDTA, Catena-X and SEMI standards – extended with dedicated submodels for forecasting and optimization.
If you want to see how #AI and #AAS practically interact in the semiconductor industry,
visit us at #HannoverMesse2026, date 20.4.2026 -24.4.2026 at Hall A13, the world’s leading industrial tech fair 💪
#SemiconductorX #ManufacturingX #Sustainability #Innovation #DigitalTwin #SupplyChain #Semiconductor #Digitalisation #SemiOrg #Semiconductors #Microelectronics #Interoperability
