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An embedded self-adapting network service framework for networked manufacturing system
- Source :
- Journal of Intelligent Manufacturing. 30:539-556
- Publication Year :
- 2016
- Publisher :
- Springer Science and Business Media LLC, 2016.
-
Abstract
- To improve the self-adapting ability and real-time performance of client/server based networked manufacturing system (NMS), this paper introduces the universal plug and play (UPnP), an intelligent network middleware, into networked manufacturing area, and proposes an embedded self-adapting network framework and related service methods. Referring to small world model and scale-free principles, a complex network model oriented to digital manufacturing is set up. Based on the model, an improved entropy vector projection algorithm is proposed to evaluate the network complexity and reveal the evolution regulars. Then, the self-adapting services for NMS are performed by UPnP service-calling and inter-process communication methods. Finally, the case studies and industrial field experiments verify the effectiveness of the proposed service framework.
- Subjects :
- 0209 industrial biotechnology
Network complexity
Engineering
business.industry
Distributed computing
02 engineering and technology
Networked control system
Complex network
Industrial and Manufacturing Engineering
020901 industrial engineering & automation
Intelligent Network
Artificial Intelligence
Universal Plug and Play
Network service
0202 electrical engineering, electronic engineering, information engineering
Entropy (information theory)
020201 artificial intelligence & image processing
Digital manufacturing
business
Software
Subjects
Details
- ISSN :
- 15728145 and 09565515
- Volume :
- 30
- Database :
- OpenAIRE
- Journal :
- Journal of Intelligent Manufacturing
- Accession number :
- edsair.doi...........9eeb031c8d1e60fd3d77ee5775797d9c
- Full Text :
- https://doi.org/10.1007/s10845-016-1265-3