Title
Multi-agent System Integrating Process and Quality Control in a Factory Producing Laundry Washing Machines
Abstract
Manufacturing companies are currently forced to reconsider their production processes by adopting more flexible, robust and adaptive systems, aiming to improve their competitiveness. Multi-agent systems (MAS) 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 for 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.
Year
DOI
Venue
2015
10.1109/TII.2015.2431232
IEEE Transactions on Industrial Informatics
Keywords
Field
DocType
Factory automation,Multiagent systems,Reconfigurable manufacturing control,Self-adaptation
Factory,Industrial engineering,Computer science,Adaptive system,Laundry,Manufacturing engineering,Automation,Multi-agent system,Profitability index,Process control,Scrap
Journal
Volume
Issue
ISSN
PP
99
1551-3203
Citations 
PageRank 
References 
9
0.60
15
Authors
4
Name
Order
Citations
PageRank
Paulo Leitao110216.48
Nelson Rodrigues2254.13
Claudio Turrin3182.64
Arnaldo Pagani4162.88