Rok Vrabič (Author), Dominik Kozjek (Author), Andreja Malus (Author), Viktor Zaletelj (Author), Peter Butala (Author)

Abstract

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

proizvodni sistem;porazdeljeno krmiljenje;večagentni sistem;manufacturing system;distributed control;multi-agent system;

Data

Language: English
Year of publishing:
Typology: 1.01 - Original Scientific Article
Organization: UL FS - Faculty of Mechanical Engineering
UDC: 681.5:658.5(045)
COBISS: 16026651 Link will open in a new window
ISSN: 0007-8506
Views: 1100
Downloads: 205
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Other data

Secondary language: Slovenian
Secondary keywords: proizvodni sistem;porazdeljeno krmiljenje;večagentni sistem;
Embargo end date (OpenAIRE): 2019-01-01
Pages: str. 507-510
Volume: ǂVol. ǂ67
Issue: ǂiss. ǂ1
Chronology: 2018
DOI: 10.1016/j.cirp.2018.04.037
ID: 10941841