| Title: |
A Shared Metrological Framework for Trustworthy Virtual Experiments and Digital Twins |
| Authors: |
Maculotti, Giacomo; Marschall, Manuel; Kok, Gertjan; Chekh, Brahim Ahmed; van Dijk, Marcel; Flores, Jon; Genta, Gianfranco; Puerto, Pablo; Galetto, Maurizio; Schmelter, Sonja |
| Contributors: |
Maculotti, Giacomo; Marschall, Manuel; Kok, Gertjan; Chekh, Brahim Ahmed; van Dijk, Marcel; Flores, Jon; Genta, Gianfranco; Puerto, Pablo; Galetto, Maurizio; Schmelter, Sonja |
| Publisher Information: |
MDPI |
| Publication Year: |
2024 |
| Collection: |
PORTO@iris (Publications Open Repository TOrino - Politecnico di Torino) |
| Subject Terms: |
virtual experiment (VE); digital twin (DT); measuring instrument; uncertainty; metrology; coordinate measuring machine (CMM); robot; collaborative robot arm (cobot) |
| Description: |
Virtual experiments (VEs) and digital twins (DTs), pivotal for realizing European strategic policies on sustainability and digitalization within Industry 4.0 and the European Green Deal, simulate physical systems and characteristics in a virtual environment, with DTs incorporating dynamic inputs from and outputs to the real-world counterpart. To ensure confidence in their use and outcomes, traceability and methods to evaluate measurement uncertainty are needed, topics that are hardly covered by the literature so far. This paper provides a harmonized definition of VEs and DTs and introduces a framework for evaluating measurement uncertainty. Furthermore, it discusses how to propagate the uncertainty of the contributions coming from the different parts of the DT. For the core part of the DT, the framework derived for VEs can be used. For the physical-to-virtual (P2V) connection and the virtual-to-physical (V2P) connection, additional sources of uncertainty need to be considered. This paper provides a metrological framework for taking all these uncertainty contributions into account while describing a framework to establish traceability for DTs. Two case studies are presented to demonstrate the proposed methodology considering industrially relevant measuring instruments and devices, namely, a coordinate measuring machine (CMM) and a collaborative robot arm (cobot). |
| Document Type: |
article in journal/newspaper |
| Language: |
English |
| Relation: |
info:eu-repo/semantics/altIdentifier/wos/WOS:001375141300001; volume:4; issue:3; firstpage:337; lastpage:363; numberofpages:27; journal:METROLOGY; https://hdl.handle.net/11583/2994181 |
| DOI: |
10.3390/metrology4030021 |
| Availability: |
https://hdl.handle.net/11583/2994181; https://doi.org/10.3390/metrology4030021; https://www.mdpi.com/2673-8244/4/3/21 |
| Rights: |
info:eu-repo/semantics/openAccess |
| Accession Number: |
edsbas.30D1FF09 |
| Database: |
BASE |