|A Cognitive Agent based Manufacturing System Adapting to Disturbances
Hong-Seok Park and Ngoc-Hien Tran
International Journal of Control, Automation, and Systems, vol. 10, no. 4, pp.806-816, 2012
Abstract : Disruptions of manufacturing systems caused by unexpected disturbances such as the tool wear, machine breakdown, malfunction of robot or transporter, and so on reduce the productivity, and increase the downtime as well as the cost of products. To cope with these challenges, this paper pre-sents a new method to build an Intelligent Manufacturing System based on Cognitive Agent technol-ogy (IMS-CA). In the IMS-CA, work-pieces, machines, robots, and transporters are autonomous enti-ties. The system reacts to disturbances autonomously based on the reaction of each autonomous entity or the cooperation among them. In order to develop the IMS-CA, the disturbances happened in the machining shop for manufacturing the clutch housing products were analyzed to classify them and to find out the corresponding management methods. The system with autonomous architecture was developed based on the cognitive agent technology. A test-bed was implemented to prove the functionality of the developed system.
Cognitive agent, intelligent manufacturing system, self-adaptation, self-optimization.
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