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Multi-Agent Systems and Bio-Inspired Coordination applied to Manufacturing Industries

Authors :
Carlos Eduardo Pereira
Renato Ventura Bayan Henriques
Juan David Ordonez Mutiz
Source :
2018 IEEE 2nd Colombian Conference on Robotics and Automation (CCRA).
Publication Year :
2018
Publisher :
IEEE, 2018.

Abstract

Economic globalization has created a market that demands customized and high quality products at low prices to stay competitive. In order to cope with these market requirements, mass customization production systems were developed and they are becoming increasingly an important research topic. Its performance, however, is strongly related to the coordination among agents and the quality of the data to make decisions. Therefore, an efficient multi-agent scheduling for mass customization systems is required.This paper introduces a bio-inspired scheduling based on the well known Ant Colony Optimization (ACO) in order to guarantee a well performance among devices. Looking to provide data to performance analysis and potential of the proposal, a case study of a simulated manufacturing plant using the proposed scheduling strategy is studied.

Details

Database :
OpenAIRE
Journal :
2018 IEEE 2nd Colombian Conference on Robotics and Automation (CCRA)
Accession number :
edsair.doi...........5a9959a67a61d82d47fc1fe153759549
Full Text :
https://doi.org/10.1109/ccra.2018.8588124