Title: Optimization of multi-agent auctioning processes in flexible production networks
Authors: Gehlhoff, Felix 
Nabizada, Hamied 
Fay, Alexander 
Language: eng
Subject (DDC): 620 Ingenieurwissenschaften
Issue Date: 2019
Publisher: IEEE
Document Type: Conference Object
Page Start: 100
Page End: 105
Published in (Book): 2019 IEEE 17th International Conference on Industrial Informatics (INDIN)
Publisher Place: Piscataway
Conference: IEEE 17th International Conference on Industrial Informatics (INDIN), 22-25 July 2019 , Helsinki, Finland
Shorter product lifecycles and increasing product complexity are important trends that drive the need for increased flexibility of production companies. One way to cope with this problem is to engage in flexible production networks where companies can find missing production capabilities and offer their own ones. To enable this connection across company borders and software platforms, an agent-based communication approach is proposed that is based on the OPC UA standard. This paper also develops an optimization concept that can increase a company's benefits, i.e. profits, by applying a learning algorithm as well as an approach to calculate optimal margins, which is encapsulated in an optimization agent.
Organization Units (connected with the publication): Automatisierungstechnik 
Publisher DOI: 10.1109/INDIN41052.2019.8972115
Appears in Collections:3 - Reported Publications

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