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Conference Open access Sep 2026

AAS-Enabled Emissions Attribution for Multi-Tenant Industrial Storage Infrastructure

Industrial sustainability reporting increasingly requires traceable product- and lifecycle-related emissions data, yet shared on-premise IT infrastructure remains weakly represented in AAS-, PCF-, and DPP-oriented manufacturing data flows. This is particularly challenging for multi-tenant industrial storage, where shar...

Jana Heinrich, Mo'ath Daoud, T. Kuhn · 0 citations
Review Open access 2026

Virtual Continuous Testbeds with LLM-Based Test Case Generation: Toward Closed-Loop Validation of Safety-Critical Systems

: This paper presents an automated approach to deriving informal test cases from Requirements Interchange Format (ReqIF)-structured system requirements based on general-purpose Large Language Models (LLMs) with integrated linkage to test evidences based on Digital Dependability Identities (DDIs). Our method enables sce...

Adam Bachorek, Stefan Schwenk, Naveed Akram et al. · 0 citations

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