SOCRADES: a framework for developing Intelligent systems in manufacturing
Monday, December 08, 2008

This paper was presented at the 2008 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM). The conference was held in Singapore from the 8 to 11 December 2009.

Abstract: Nowadays two main reasons are determining the increased number of intelligent systems in manufacturing. The first one is market-driven: demand is more and more variable and mass customization is the new way to compete in manufacturing, requiring feasible reconfigurable manufacturing systems. The second one is technology-pushed: the increasing availability of highperformance, low-power electronic components and the emerging wireless technologies are boosting the creation of intelligent systems (with personal intelligent perception, reasoning, etc.). However research should still be done in intelligent systems’ field. Since the complexity both of the topic and of the consequences on manufacturing domain, a framework for addressing the overall field should be defined. We propose the framework adopted in SOCRADES, a European research project exploiting Service Oriented Architecture paradigm both at the device and at the application level. Finally the impacts of SOCRADES architecture on manufacturing performance are described and motivated.

Author: Alessandro Cannata (POLIMI), Marco Gerosa(POLIMI), Marco Taisch (POLIMI) Version: Final
SOCRADES IEEM2008_1.pdf (77 Ko)