Use of Digital Twins and Digital Threads for Subway Infrastructure Monitoring

被引:3
|
作者
Vodyaho, Alexander [1 ]
Stankova, Elena [2 ]
Zhukova, Nataly [3 ]
Subbotin, Alexey [1 ]
Chervontsev, Michael [1 ]
机构
[1] St Petersburg State Electrotech Univ, Prof Popov St 5, St Petersburg 197376, Russia
[2] St Petersburg State Univ, 7-9 Univ Skaya Nab, St Petersburg 199034, Russia
[3] Russian Acad Sci, St Petersburg Inst Informat & Automat, Fed Res Ctr, 14th Line VO 39, St Petersburg 199178, Russia
关键词
Digital twin; Digital thread; Event monitoring and visualization; Smart city; Machine learning; Neural network algorithms;
D O I
10.1007/978-3-031-10542-5_48
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The article deals with the problem of using digital twins and digital threads in complex distributed cyber-physical systems with a high level of structural and functional dynamics. A three-level model of the life cycle of a complex cyber-physical system is proposed. At the upper level, the observed system is described in terms of a continuous architecture. At the middle level, the observed system is described in terms of an agile architecture. At the lower level, the observed system is described in terms of a multigraph, which allows describe both the observed system structure and behavior. In the case study the solution of the problem of monitoring the state of the subway infrastructure is considered. The proposed approach has shown its effectiveness and can be applied in other domains such as smart cities.
引用
收藏
页码:693 / 707
页数:15
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