Modeling and Application of Cross-scale Human Behavior towards Digital Twin

DOI

As an important enabling way to upgrade shop-floor digitally and intelligently, the digital twin shop-floor has been paid much attention to the manufacturing. The digital twin models of manufacturing resources were gradually moving from theoretical research to application. However, as a key part of shop-floor, human’s high autonomy and uncertainty led to the difficulty in digital twin modeling for human behavior. Therefore, we collected and proposed the theoretical system for cross-scale human behavior modeling in digital twin shop-floor, powered by the data fusion of macro-behavior and micro-behavior virtual models. Through the closed-loop interaction with physical behavior, can realize monitoring, forecasting and real-time mapping of production activities. Based on this modeling approach, the cross-scale behavior control system was developed and applied in detail in aerospace products assembly shop-floor, and got a good performance.

Identifier
DOI https://doi.org/10.23728/b2share.b4d8b9a4874a4f5f900e3f325713fd25
Source https://b2share.eudat.eu/records/b4d8b9a4874a4f5f900e3f325713fd25
Metadata Access https://b2share.eudat.eu/api/oai2d?verb=GetRecord&metadataPrefix=eudatcore&identifier=oai:b2share.eudat.eu:b2rec/b4d8b9a4874a4f5f900e3f325713fd25
Provenance
Publisher EUDAT B2SHARE
Publication Year 2021
Rights Public Domain Dedication (CC Zero); info:eu-repo/semantics/openAccess
OpenAccess true
Contact 1538023886(at)qq.com
Representation
Resource Type Dataset
Format pdf
Size 1.8 MB; 1 file
Discipline Other