Distributed control with rationally bounded agents in cyber-physical production systems

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

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.

• Jezik: Angleški jezik
• Ključne besede: manufacturing system, distributed control, multi-agent system
• Tipologija: 1.01 - Izvirni znanstveni članek
• Organizacija: FS - Fakulteta za strojništvo
• Leto izida: 2018
• Št. strani: [v tisku, 4 str.]
• PID: 20.500.12556/RUL-101584
• UDK: 681.5:658.5(045)
• ISSN pri članku: 0007-8506
• DOI: 10.1016/j.cirp.2018.04.037
• COBISS.SI-ID: 16026651
• Datum objave v RUL: 18.06.2018

Gradivo je del revije

• Naslov: CIRP annals
• Skrajšan naslov: CIRP ann.
• Založnik: Technische Rundschau, Hallwag Verlag, Colibri, Elsevier
• ISSN: 0007-8506
• COBISS.SI-ID: 170267

Sekundarni jezik

• Jezik: Slovenski jezik
• Ključne besede: proizvodni sistem, porazdeljeno krmiljenje, večagentni sistem

Projekti

• Financer: ARRS - Agencija za raziskovalno dejavnost Republike Slovenije
• Številka projekta: P2-0270
• Naslov: Proizvodni sistemi, laserske tehnologije in spajanje materialov