Current status, future developments and recent patents on big data technique in process control systems

被引:0
|
作者
Huang Y. [1 ]
Xu Y. [2 ]
Fang X. [2 ]
Wei B. [3 ]
机构
[1] School of Transportation and Logistics, Central South University of Forestry and Technology, Shaoshan Road (South), Changsha, Hunan Province
[2] School of Traffic and Transportation Engineering, Central South University, Shaoshan Road (South), Changsha, Hunan Province
[3] Hunan Vocational college of Modern Logistics, Yuanda Second Road, Changsha, Hunan Province
来源
Recent Pat. Mech. Eng. | / 2卷 / 112-124期
关键词
Big data; Control system; Data mining; Industry; 4.0; Manufacturing; Process control;
D O I
10.2174/2212797609666160413161049
中图分类号
学科分类号
摘要
Background: Data volume and multitude of sources have experienced exponential growth in manufacture process and are facing with the challenge of Industry 4.0. Objective: The purpose of this study is to provide an overview about the recent patents on big data in process control systems and explain how big data technique settles the problems in different manufacturing processes. Methods: The research method and patent analysis are employed for use in this study. Results: Current and future developments of the patents on big data in process control systems are finally provided to improve the current process control systems and big data technique applications. Conclusions: It is suggested that future work should focus on developing big data algorithms appropriate for manufacturing operations, combination of modern and traditional information techniques, models for manufacturing supply chain collaboration, models for data collection and generation based on more powerful big data devices, and new data skew handling methods. © 2016 Bentham Science Publishers.
引用
收藏
页码:112 / 124
页数:12
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