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cs.AI2026
AAS-RAIL: Improving Information Extraction for Asset Administration Shells through Retrieval-Augmented In-Context Learning
Janek Groß, Jens Heidrich
The Asset Administration Shell (AAS) is a cornerstone of Industry 4.0 and the Digital Product Passport, providing standardized digital representations of industrial assets. While m…
cs.SE2026
Quality Metrics for LLM-Generated Asset Administration Shells: A Perturbation-Based Evaluation Approach
Janek Groß, Elena Zentgraf, Jens Heidrich
The rapid digital transformation of manufacturing, often referred to as Industry 4.0, relies on seamless interoperability between physical and software assets. A central enabler is…