The role of an ontology-based knowledge backbone in a circular factory
The role of an ontology-based knowledge backbone in a circular factory
In a circular factory, new products are produced reusing parts from used products, as well as newly manufactured parts. The production system consists of disassembly, testing as well as assembly steps. Due to the unforeseeable conditions of the used parts, the complexity of such a circular factory is challenging. This paper contributes a concept of an ontology-based knowledge backbone to master the challenges of such a circular factory. The concept addresses the representation of knowledge especially taking into account uncertainty, how to design queries and means to detect similarities and analogies. Furthermore, the role of research data management with automatized workflows as a supplier for FAIR data is elaborated.
circular factory, ontology, research data management
875-883
Hofmann, Constantin
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Staab, Steffen
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Selzer, Michael
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Neumann, Gerhard
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Furmanns, Kai
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Heizmann, Michael
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Beyerer, Jürgen
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Lanza, Gisela
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Pfrommer, Julius
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Düser, Tobias
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Klein, Jan-Felix
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10 September 2024
Hofmann, Constantin
56de0a79-e473-4735-989e-9e33fdae91ad
Staab, Steffen
bf48d51b-bd11-4d58-8e1c-4e6e03b30c49
Selzer, Michael
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Neumann, Gerhard
068f2308-87da-4dd1-9ade-3324564bb7d4
Furmanns, Kai
5077eebe-516a-40ef-97c5-f2612e87da0b
Heizmann, Michael
56beb785-86f2-453d-be38-142d072e52bb
Beyerer, Jürgen
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Lanza, Gisela
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Pfrommer, Julius
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Düser, Tobias
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Klein, Jan-Felix
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Hofmann, Constantin, Staab, Steffen, Selzer, Michael, Neumann, Gerhard, Furmanns, Kai, Heizmann, Michael, Beyerer, Jürgen, Lanza, Gisela, Pfrommer, Julius, Düser, Tobias and Klein, Jan-Felix
(2024)
The role of an ontology-based knowledge backbone in a circular factory.
Automatisierungstechnik, 72 (9), .
(doi:10.1515/auto-2024-0006).
Abstract
In a circular factory, new products are produced reusing parts from used products, as well as newly manufactured parts. The production system consists of disassembly, testing as well as assembly steps. Due to the unforeseeable conditions of the used parts, the complexity of such a circular factory is challenging. This paper contributes a concept of an ontology-based knowledge backbone to master the challenges of such a circular factory. The concept addresses the representation of knowledge especially taking into account uncertainty, how to design queries and means to detect similarities and analogies. Furthermore, the role of research data management with automatized workflows as a supplier for FAIR data is elaborated.
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e-pub ahead of print date: 10 September 2024
Published date: 10 September 2024
Keywords:
circular factory, ontology, research data management
Identifiers
Local EPrints ID: 501803
URI: http://eprints.soton.ac.uk/id/eprint/501803
ISSN: 2196-677X
PURE UUID: cf9c584b-7ffe-462f-a1b7-26fe489a8eff
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Date deposited: 10 Jun 2025 16:50
Last modified: 11 Sep 2025 04:04
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Contributors
Author:
Constantin Hofmann
Author:
Steffen Staab
Author:
Michael Selzer
Author:
Gerhard Neumann
Author:
Kai Furmanns
Author:
Michael Heizmann
Author:
Jürgen Beyerer
Author:
Gisela Lanza
Author:
Julius Pfrommer
Author:
Tobias Düser
Author:
Jan-Felix Klein
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