TY - JOUR
T1 - Agent and cyber-physical system based self-organizing and self-adaptive intelligent shopfloor
AU - Zhang, Yingfeng
AU - Qian, Cheng
AU - Lv, Jingxiang
AU - Liu, Ying
N1 - Publisher Copyright:
© 2005-2012 IEEE.
PY - 2017/4
Y1 - 2017/4
N2 - The increasing demand of customized production results in huge challenges to the traditional manufacturing systems. In order to allocate resources timely according to the production requirements and to reduce disturbances, a framework for the future intelligent shopfloor is proposed in this paper. The framework consists of three primary models, namely the model of smart machine agent, the self-organizing model, and the self-adaptive model. A cyber-physical system for manufacturing shopfloor based on the multiagent technology is developed to realize the above-mentioned function models. Gray relational analysis and the hierarchy conflict resolution methods were applied to achieve the self-organizing and self-adaptive capabilities, thereby improving the reconfigurability and responsiveness of the shopfloor. A prototype system is developed, which has the adequate flexibility and robustness to configure resources and to deal with disturbances effectively. This research provides a feasible method for designing an autonomous factory with exception-handling capabilities.
AB - The increasing demand of customized production results in huge challenges to the traditional manufacturing systems. In order to allocate resources timely according to the production requirements and to reduce disturbances, a framework for the future intelligent shopfloor is proposed in this paper. The framework consists of three primary models, namely the model of smart machine agent, the self-organizing model, and the self-adaptive model. A cyber-physical system for manufacturing shopfloor based on the multiagent technology is developed to realize the above-mentioned function models. Gray relational analysis and the hierarchy conflict resolution methods were applied to achieve the self-organizing and self-adaptive capabilities, thereby improving the reconfigurability and responsiveness of the shopfloor. A prototype system is developed, which has the adequate flexibility and robustness to configure resources and to deal with disturbances effectively. This research provides a feasible method for designing an autonomous factory with exception-handling capabilities.
KW - Cyber-physical system (CPS)
KW - intelligent shopfloor
KW - self-adaptation
KW - self-organization
KW - smart machine agent (SMA)
UR - http://www.scopus.com/inward/record.url?scp=85014892131&partnerID=8YFLogxK
U2 - 10.1109/TII.2016.2618892
DO - 10.1109/TII.2016.2618892
M3 - 文章
AN - SCOPUS:85014892131
SN - 1551-3203
VL - 13
SP - 737
EP - 747
JO - IEEE Transactions on Industrial Informatics
JF - IEEE Transactions on Industrial Informatics
IS - 2
M1 - 7593295
ER -