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Advisor(s)
Abstract(s)
Manufacturing companies are currently forced to reconsider their production processes by adopting more flexible, robust, and adaptive systems, aiming to improve their competitiveness. Multiagent systems (MASs) technology is suitable to address this challenge by providing an alternative way to design these complex systems based on the decentralization of the control functions over distributed entities. This paper describes the installation of a MAS solution in an industrial factory plant producing laundry washing machines. The installed solution focuses on the integration of quality and process control, and contributes to the maximization of the factory profitability facing changing conditions by applying self-adaptation procedures at the local and global levels. The preliminary results show improvements in the production efficiency and product quality, as well as a reduction of the scrap costs.
Description
Keywords
Reconfigurable manufacturing control Multi-agent systems Self-adaptation Factory automation
Citation
Leitão, Paulo; Rodrigues, Nelson; Turrin, Claudio; Pagani, Arnaldo (2015). Multiagent system integrating process and quality control in a factory producing laundry washing machines. IEEE Transactions on Industrial Informatics. ISSN 1551-3203. 11:4, p. 879-886
Publisher
IEEE