3 citations · 6 across the 2 of their papers we have counts for
6 papers
Beyond Formal Semantics for Capabilities and Skills: Model Context Protocol in Manufacturing
Luis Miguel Vieira da Silva, Aljosha Köcher, Felix Gehlhoff
Explicit modeling of capabilities and skills -- whether based on ontologies, Asset Administration Shells, or other technologies -- requires considerable manual effort and often res…
Capability-Driven Skill Generation with LLMs: A RAG-Based Approach for Reusing Existing Libraries and Interfaces
Luis Miguel Vieira da Silva, Aljosha Köcher, Nicolas König +2
Modern automation systems increasingly rely on modular architectures, with capabilities and skills as one solution approach. Capabilities define the functions of resources in a mac…
Automated Validation of Textual Constraints Against AutomationML via LLMs and SHACL
Tom Westermann, Aljosha Köcher, Felix Gehlhoff
AutomationML (AML) enables standardized data exchange in engineering, yet existing recommendations for proper AML modeling are typically formulated as informal and textual constrai…
Semantic Capability Model for the Simulation of Manufacturing Processes
Jonathan Reif, Tom Jeleniewski, Aljosha Köcher +3
Simulations offer opportunities in the examination of manufacturing processes. They represent various aspects of the production process and the associated production systems. Howev…
Toward a Method to Generate Capability Ontologies from Natural Language Descriptions
Luis Miguel Vieira da Silva, Aljosha Köcher, Felix Gehlhoff +1
To achieve a flexible and adaptable system, capability ontologies are increasingly leveraged to describe functions in a machine-interpretable way. However, modeling such complex on…
On the Use of Large Language Models to Generate Capability Ontologies
Luis Miguel Vieira da Silva, Aljosha Köcher, Felix Gehlhoff +1
Capability ontologies are increasingly used to model functionalities of systems or machines. The creation of such ontological models with all properties and constraints of capabili…