典型文献
Design and implementation of data-driven predictive cloud control system
文献摘要：
The rapid increase of the scale and the complexity of the controlled plants bring new challenges such as computing power and storage for conventional control systems. Cloud computing is concerned as a powerful solution to handle com-plex large-scale control missions by using sufficient computing resources. However, the computing ability enables more com-plex devices and more data to be involved and most of the data have not been fully utilized. Meanwhile, it is even impossible to obtain an accurate model of each device in the complex control systems for the model-based control algorithms. Therefore, motivated by the above reasons, we propose a data-driven pre-dictive cloud control system. To achieve the proposed system, a practical data-driven predictive cloud control testbed is estab-lished and together a cloud-edge communication scheme is developed. Finally, the simulations and experiments demon-strate the effectiveness of the proposed system.
文献关键词：
中图分类号：
作者姓名：
GAO Runze;XIA Yuanqing;DAI Li;SUN Zhongqi;ZHAN Yufeng
作者机构：
School of Automation,Beijing Institute of Technology,Beijing 100081,China
文献出处：
引用格式：
[1]GAO Runze;XIA Yuanqing;DAI Li;SUN Zhongqi;ZHAN Yufeng-.Design and implementation of data-driven predictive cloud control system)[J].系统工程与电子技术（英文版）,2022(06):1258-1268
A类：
dictive
B类：
Design,implementation,data,driven,predictive,cloud,rapid,increase,scale,complexity,controlled,plants,bring,new,challenges,such,computing,storage,conventional,systems,Cloud,concerned,powerful,solution,handle,large,missions,by,using,sufficient,resources,However,ability,enables,more,devices,involved,most,have,not,been,fully,utilized,Meanwhile,even,impossible,obtain,accurate,model,each,algorithms,Therefore,motivated,above,reasons,To,achieve,proposed,practical,testbed,estab,lished,together,edge,communication,scheme,developed,Finally,simulations,experiments,demon,strate,effectiveness
AB值：
0.55659
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