论文信息 - Neuro-inspired Framework for Cognitive Manufacturing Control

Neuro-inspired Framework for Cognitive Manufacturing Control

Abstract Industrie 4.0, Internet of Things and Cyber-Physical Systems are paradigms that are already shaping the enterprise of future design and functioning. The Cognitive Manufacturing or Cognitive enterprise are concepts that involve the use of such paradigms in the modelling of an Enterprise Information Infrastructure centered on the use of information in a customized problem-solving approach. This paper intends to present a Control approach for a Cognitive manufacturing enterprise inspired by the perception-reasoning-learning processes of the human brain.

[1] Ioan Dumitrache,et al. A Conceptual Framework for Modeling and Design of Cyber-Physical Systems , 2017 .

[2] Jonathan D. Power,et al. The Development of Human Functional Brain Networks , 2010, Neuron.

[3] S Shimojo,et al. What visual perception tells us about mind and brain , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[4] Ioan Dumitrache,et al. Automated process recognition architecture for cyber-physical systems , 2018, Enterp. Inf. Syst..

[5] R. Blake,et al. Brain Areas Active during Visual Perception of Biological Motion , 2002, Neuron.

[6] M. P. Hollier,et al. Models of Human Perception , 1999 .

[7] Hong-Seok Park,et al. An Intelligent Manufacturing System with Biological Principles , 2010 .

[8] Sonja Stork,et al. Artificial Cognition in Production Systems , 2011, IEEE Transactions on Automation Science and Engineering.

[9] Yaoyao Fiona Zhao,et al. Enabling cognitive manufacturing through automated on-machine measurement planning and feedback , 2010, Adv. Eng. Informatics.

[10] J. Pillai. Functional Connectivity. , 2017, Neuroimaging clinics of North America.

[11] Jay Lee,et al. A Cyber-Physical Systems architecture for Industry 4.0-based manufacturing systems , 2015 .