Approach to Adaptive Control of Technological Manufacturing Processes of IoT Metalworking Workshop

被引:0
|
作者
Drobintsev, Pavel D. [1 ]
Kotlyarov, Vsevolod P. [1 ]
Chernorutsky, Igor G. [1 ]
Kotlyarova, Lina P. [1 ]
Aleksandrova, Olga V. [1 ]
机构
[1] Peter Great St Petersburg Polytech Univ, Inst Comp Sci & Technol, St Petersburg, Russia
关键词
net-centric control; technological process; adaptive planning; industrial IoT system; reliability; multi-criteria optimization;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Usage of industrial networks of Internet with net-centric control is the driving trend of the future material manufacturing of goods and services. The bright future of this approach is out of doubt provided these complex net-centric systems will use adaptive approach to planning of manufacturing scenarios and function with high reliability. The issue here is that such systems are characterized by complex multi-parameter operability modes controlled by a large number of criteria. The paper considers an approach to providing reliable management of complicated IoT systems. This is achieved by solving multi-criteria tasks over many processes of various physical nature. Corresponding methods of hierarchical decomposition of multi-criteria tasks, levels of the process of multi-criteria optimization, specifics of aggregation levels and the master equation (algorithm) of the optimization process are described.
引用
收藏
页码:174 / 176
页数:3
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