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Digital twins for cutting processes

Bergs, T. ; Biermann, D. ; Erkorkmaz, K. and M'Saoubi, R. LU (2023) In CIRP Annals 72(2). p.541-567
Abstract

Collecting and utilizing data in industrial production are becoming increasingly important. One promising approach to utilize data is the concept of digital twin (DT). DTs are virtual representations of physical assets, updated by real data and enhanced by models. This paper provides an overview of DTs for cutting processes. After giving a definition, we discuss requirements derived from representative use cases. As process models are central for DT creation, we present an overview of the latest research as well as conditions for how it can be implemented in industrial environments. The paper concludes with main challenges for future research.

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author
; ; and
organization
publishing date
type
Contribution to journal
publication status
published
subject
keywords
Cutting, Digital shadow, Digital twin
in
CIRP Annals
volume
72
issue
2
pages
541 - 567
publisher
Elsevier
external identifiers
  • scopus:85160302087
ISSN
0007-8506
DOI
10.1016/j.cirp.2023.05.006
language
English
LU publication?
yes
id
f6728913-4797-4624-8d9b-5d95a2295b3c
date added to LUP
2023-08-24 14:45:26
date last changed
2023-10-26 14:46:11
@article{f6728913-4797-4624-8d9b-5d95a2295b3c,
  abstract     = {{<p>Collecting and utilizing data in industrial production are becoming increasingly important. One promising approach to utilize data is the concept of digital twin (DT). DTs are virtual representations of physical assets, updated by real data and enhanced by models. This paper provides an overview of DTs for cutting processes. After giving a definition, we discuss requirements derived from representative use cases. As process models are central for DT creation, we present an overview of the latest research as well as conditions for how it can be implemented in industrial environments. The paper concludes with main challenges for future research.</p>}},
  author       = {{Bergs, T. and Biermann, D. and Erkorkmaz, K. and M'Saoubi, R.}},
  issn         = {{0007-8506}},
  keywords     = {{Cutting; Digital shadow; Digital twin}},
  language     = {{eng}},
  number       = {{2}},
  pages        = {{541--567}},
  publisher    = {{Elsevier}},
  series       = {{CIRP Annals}},
  title        = {{Digital twins for cutting processes}},
  url          = {{http://dx.doi.org/10.1016/j.cirp.2023.05.006}},
  doi          = {{10.1016/j.cirp.2023.05.006}},
  volume       = {{72}},
  year         = {{2023}},
}