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AI Research
arXiv CS.AI·Jun 9·5 min read
Trustworthy Smart Fabs via Professional Proxies: Scaling Safe and Sustainable by Design (SSbD) through Industrial Data Spaces
TL;DR
Advanced semiconductor manufacturing facilities, known as Smart Fabs, face challenges in meeting new European regulations due to conflicts between transparency and data privacy. The paper proposes the use of Professional Proxies, a method for managing industrial data spaces, to facilitate compliance.
✦ Why It Matters
Engineers can leverage Professional Proxies to enhance data management and compliance in semiconductor manufacturing.
Key Takeaways
- Adopt Professional Proxies for automated governance in manufacturing.
- Utilize Virtual Metrology for accurate yield predictions.
- Implement Federated Machine Learning to enhance data privacy.
- Align production processes with sustainability regulations effectively.
How It Works
The framework operates through a six-layer architecture that integrates various teams—Facility, Process Engineering, and Finance—using Professional Proxies. These proxies execute workflows in isolated environments, ensuring data privacy while automating compliance tasks.
The five-step relay process facilitates communication and alignment between teams, enabling real-time adjustments to production based on sustainability mandates.