Publication: Swarm Intelligence Layer to ControlAuto...
Master data
Title: | Swarm Intelligence Layer to ControlAutonomous Agents (SWILT) |
Subtitle: | |
Abstract: | The project SWILT focuses on swarms of cyber-physical sys-tem (CPS)s in industrial plants (e.g., formed of products, machines, orequipment). CPSs find their application in many disciplines includingInternet of Things (IoT), smart mobility, smart grids, Industry 4.0 andsmart houses. Swarms of CPSs are even more complex, hard to controland program. To handle the complexity of swarms of CPSs, natural sys-tems can serve as inspiration. Only through their interactions, a collectivebehaviour emerges to solve complex tasks. SWILT considers the use casesof production scheduling in industrial plants and transportation in logis-tics. Currently, linear optimization is a widely used approach but due tothe increasing complexity it is typically performed only on a subset ofthe industrial plant. Thus, current methods are unable to cope with thesearch space of scheduling problems in large industrial plants. Since theproblem sizes in these use cases are extremely large and pre-calculatedschedules or transportation tables are not sufficient, the innovation is touse swarm algorithms with reactive local rules on individual agents whichare able to compensate for dynamic system changes via local interactionswithin their vicinity. |
Keywords: | Cyber-physical system,·Swarm Intelligence,·Self Organization |
Publication type: | Article in Proceedings (Authorship) |
Publication date: | 15.07.2019 (Online) |
Published by: |
CEUR Workshop Proceedings
CEUR Workshop Proceedings
(
CEUR Workshop Proceedings (CEUR-WS.org);
)
to publication |
Title of the series: | - |
Volume number: | - |
First publication: | Yes |
Version: | - |
Page: | pp. 91 - 96 |
Versionen
Keine Version vorhanden |
Publication date: | 15.07.2019 |
ISBN (e-book): | - |
eISSN: | 1613-0073 |
DOI: | - |
Homepage: | http://ceur-ws.org/Vol-2405/16_paper.pdf |
Open access |
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Authors
Elnaz Khatmi (internal) |
Wilfried Elmenreich (internal) |
Kristina Wogatai (internal) |
Melanie Marianne Schranz (external) |
Martina Umlauft (external) |
Walter Laure (external) |
Andreas Wuttei (external) |
Assignment
Organisation | Address | ||||
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Fakultät für Technische Wissenschaften
Institut für Vernetzte und Eingebettete Systeme
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AT - 9020 Klagenfurt am Wörthersee |
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Peer reviewed |
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Classification raster of the assigned organisational units:
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Cooperations
Organisation | Address | ||
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Lakeside Labs GmbH
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AT - 9020 Klagenfurt |
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Infineon Technologies Austria AG
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AT - 9500 Villach |
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Novunex GmbH
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AT - 9020 Klagenfurt am Wörthersee |
Research activities
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Publications: | No related publications |
Events: | No related events |
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