Search Results for author: Aljosha Köcher

Found 8 papers, 2 papers with code

On the Use of Large Language Models to Generate Capability Ontologies

no code implementations26 Apr 2024 Luis Miguel Vieira da Silva, Aljosha Köcher, Felix Gehlhoff, Alexander Fay

The creation of such ontological models with all properties and constraints of capabilities is very complex and can only be done by ontology experts.

Automated Process Planning Based on a Semantic Capability Model and SMT

no code implementations14 Dec 2023 Aljosha Köcher, Luis Miguel Vieira da Silva, Alexander Fay

In research of manufacturing systems and autonomous robots, the term capability is used for a machine-interpretable specification of a system function.

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A Capability and Skill Model for Heterogeneous Autonomous Robots

no code implementations22 Sep 2022 Luis Miguel Vieira da Silva, Aljosha Köcher, Alexander Fay

Teams of heterogeneous autonomous robots become increasingly important due to their facilitation of various complex tasks.

A Reference Model for Common Understanding of Capabilities and Skills in Manufacturing

no code implementations15 Sep 2022 Aljosha Köcher, Alexander Belyaev, Jesko Hermann, Jürgen Bock, Kristof Meixner, Magnus Volkmann, Michael Winter, Patrick Zimmermann, Stephan Grimm, Christian Diedrich

In manufacturing, many use cases of Industry 4. 0 require vendor-neutral and machine-readable information models to describe, implement and execute resource functions.

Toward a Generic Mapping Language for Transformations between RDF and Data Interchange Formats

no code implementations21 Jul 2022 Aljosha Köcher, Artan Markaj, Alexander Fay

We aim to develop a generic mapping approach that allows users to create transformations of semantic information into a data interchange format with an arbitrary structure which can be defined by a user.

A Mapping Approach to Convert MTPs into a Capability and Skill Ontology

1 code implementation3 May 2022 Aljosha Köcher, Lasse Beers, Alexander Fay

This contribution provides a comparison of the MTP with a skill-based approach as well as an automated mapping that can be used to transfer the contents of an MTP into a skill ontology.

Capabilities and Skills in Manufacturing: A Survey Over the Last Decade of ETFA

1 code implementation26 Apr 2022 Roman Froschauer, Aljosha Köcher, Kristof Meixner, Siwara Schmitt, Fabian Spitzer

We conducted a concise literature survey of papers covering the topics of capabilities and skills in manufacturing from the last ten years of the ETFA conference.

A Research Agenda for AI Planning in the Field of Flexible Production Systems

no code implementations31 Dec 2021 Aljosha Köcher, Rene Heesch, Niklas Widulle, Anna Nordhausen, Julian Putzke, Alexander Windmann, Oliver Niggemann

Manufacturing companies face challenges when it comes to quickly adapting their production control to fluctuating demands or changing requirements.

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