Details
| Original language | English |
|---|---|
| Pages (from-to) | 274-279 |
| Number of pages | 6 |
| Journal | Procedia CIRP |
| Volume | 93 |
| Early online date | 22 Sept 2020 |
| Publication status | Published - 2020 |
| Event | 53rd CIRP Conference on Manufacturing Systems, CMS 2020 - Chicago, United States Duration: 1 Jul 2020 → 3 Jul 2020 |
Abstract
A Digital Twin can be utilized for prospective planning, analysis of existing systems or process-parallel monitoring. In all cases, the Digital Twin offers manufacturing companies room for improvement in production processes leading to cost savings. However, many companies do not apply the technology, because the generation of a Digital Twin is cost-, time- and resource-intensive and IT expertise is required. This paper presents an approach for generating a Digital Twin efficiently, in which the obstacles will be overcome by using fast scans of the shop floor and subsequent object recognition. The focus here is on creating a simulation model.
Keywords
- Digital twin, Manufacturing systems, Simulation
ASJC Scopus subject areas
- Engineering(all)
- Control and Systems Engineering
- Engineering(all)
- Industrial and Manufacturing Engineering
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In: Procedia CIRP, Vol. 93, 2020, p. 274-279.
Research output: Contribution to journal › Conference article › Research › peer review
}
TY - JOUR
T1 - Efficient generation of a digital twin using object detection for data acquisition and XML-interface for model creation
AU - Denkena, Berend
AU - Dittrich, Marc André
AU - Stobrawa, Sebastian
AU - Stjepandić, Josip
PY - 2020
Y1 - 2020
N2 - A Digital Twin can be utilized for prospective planning, analysis of existing systems or process-parallel monitoring. In all cases, the Digital Twin offers manufacturing companies room for improvement in production processes leading to cost savings. However, many companies do not apply the technology, because the generation of a Digital Twin is cost-, time- and resource-intensive and IT expertise is required. This paper presents an approach for generating a Digital Twin efficiently, in which the obstacles will be overcome by using fast scans of the shop floor and subsequent object recognition. The focus here is on creating a simulation model.
AB - A Digital Twin can be utilized for prospective planning, analysis of existing systems or process-parallel monitoring. In all cases, the Digital Twin offers manufacturing companies room for improvement in production processes leading to cost savings. However, many companies do not apply the technology, because the generation of a Digital Twin is cost-, time- and resource-intensive and IT expertise is required. This paper presents an approach for generating a Digital Twin efficiently, in which the obstacles will be overcome by using fast scans of the shop floor and subsequent object recognition. The focus here is on creating a simulation model.
KW - Digital twin
KW - Manufacturing systems
KW - Simulation
UR - http://www.scopus.com/inward/record.url?scp=85092432243&partnerID=8YFLogxK
U2 - 10.1016/j.procir.2020.03.016
DO - 10.1016/j.procir.2020.03.016
M3 - Conference article
AN - SCOPUS:85092432243
VL - 93
SP - 274
EP - 279
JO - Procedia CIRP
JF - Procedia CIRP
SN - 2212-8271
T2 - 53rd CIRP Conference on Manufacturing Systems, CMS 2020
Y2 - 1 July 2020 through 3 July 2020
ER -