Integration of real-time locating systems into digital twins

被引:57
|
作者
Ruppert, Tamas [1 ]
Abonyi, Janos [1 ]
机构
[1] Univ Pannonia, Dept Proc Engn, MTA PE Lendiilet Complex Syst Monitoring Res Grp, Egyet 10,POB 158, H-8200 Veszprem, Hungary
关键词
Industry; 4.0; Digital twin; Process simulation; Process development; Indoor positioning; Operator; Simulation; SIMULATION; OPTIMIZATION; GENERATION; PREDICTION; INTERNET; THINGS; FUTURE; MODEL;
D O I
10.1016/j.jii.2020.100174
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Cyber-physical model-based solutions should rely on digital twins in which simulations are integrated with realtime sensory and manufacturing data. This paper highlights the benefits of information fusion with real-time locating systems (RTLS) and demonstrates how position and acceleration data can be utilised for the simulation-based analysis of product-specific activity times. The proposed digital twin is continuously capable to predict the production status and provide information for monitoring of production performance thanks to the real time connections of the RTLS and adaptive simulation models. The presented industrial case study demonstrates how the resulted Simulation 4.0 concept supports the analysis of human resource effectiveness (HRE) in an assembly process.
引用
收藏
页数:12
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