Distributed control with rationally bounded agents in cyber-physical production systems
ID Vrabič, Rok (Author), ID Kozjek, Dominik (Author), ID Malus, Andreja (Author), ID Zaletelj, Viktor (Author), ID Butala, Peter (Author)

URLURL - Source URL, Visit https://www.sciencedirect.com/science/article/pii/S0007850618300611 This link opens in a new window

Cyber-physical production systems are transforming traditional, hierarchical control structures into distributed ones in which the elements offer and consume services with a high degree of autonomy. This paper proposes an agent-based approach to distributed control for production environments in which the agents are only able to interact with a part of the whole system. It hypothesises that the performance of the agent network can be improved through learning and communication. A description of the approach is presented and illustrated with a simulation case of distributed control for an industrial compressed-air system.

Keywords:manufacturing system, distributed control, multi-agent system
Typology:1.01 - Original Scientific Article
Organization:FS - Faculty of Mechanical Engineering
Number of pages:[v tisku, 4 str.]
PID:20.500.12556/RUL-101584 This link opens in a new window
ISSN on article:0007-8506
DOI:10.1016/j.cirp.2018.04.037 This link opens in a new window
COBISS.SI-ID:16026651 This link opens in a new window
Publication date in RUL:18.06.2018
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Record is a part of a journal

Title:CIRP annals
Shortened title:CIRP ann.
Publisher:Technische Rundschau, Hallwag Verlag, Colibri, Elsevier
COBISS.SI-ID:170267 This link opens in a new window

Secondary language

Keywords:proizvodni sistem, porazdeljeno krmiljenje, večagentni sistem


Funder:ARRS - Agencija za raziskovalno dejavnost Republike Slovenije
Project number:P2-0270
Name:Proizvodni sistemi, laserske tehnologije in spajanje materialov

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