JOURNAL OF TEXTILE RESEARCH ›› 2017, Vol. 38 ›› Issue (10): 159-165.doi: 10.13475/j.fzxb.20170601307

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Big-data-driven framework for intelligent textile manufacturing

  

  • Received:2017-06-05 Revised:2017-07-31 Online:2017-10-15 Published:2017-10-16

Abstract:

As the development of the 13th Five-Year Plan and intelligent manufacturing encourages the textile industry being smarter. This paper pointed out the key position of big data technologies in the coming new generation of Industrial Revolution, and set forth effect of trans-parent, lean, efficient and intelligent manufacturing process. According to reference architecture model industrie 4.0 and standard refer-ence model of intelligent manufacturing in China, this paper analyzed detail requirement of intelligent textile manufacturing, and got a conclusion that Cyber Physical System and Big Data technology in intelligent textile manufacturing took significant effect. The authors proposed a big-data-driven framework for intelligent textile manufacturing, expounds the three basic tasks in intelligent manufacturing: horizontal integration, vertical integration and end-to-end integration, and finally discussed some typically application scenarios such as intelligent product design, intelligent production organization and operation, intelligent sales and after-sale services based on big data platform.

Key words: intelligent textile manufacturing, big data, platform framework, integration, application occasion

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