Digital twin technology for CNC machining: a review

Charlie Walker; Xichun Luo; Pradeep Kundu; Wenlong Chang; Wenkun Xie; Peter Ball; Ehsan Badakhshan

doi:10.1109/nanoman-aets56035.2022.10119512

Digital twin technology for CNC machining: a review

Charlie Walker, Xichun Luo, Pradeep Kundu, Wenlong Chang, Wenkun Xie, Peter Ball, Ehsan Badakhshan

Design, Manufacturing And Engineering Management

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution book

3 Citations (Scopus)

Abstract

Digital twin technologies have witnessed widespread development since their conceptualisation. However, there is a lack of consensus about the definition, functionality and challenges of Digital Twins. This paper aims to give an overview of what digital twins are, how they are made, the need for a category system to define digital twins and what the greatest challenges are for developing digital twins for CNC machining. This category system is backed with examples from current research of each category and to show the current work on digital twins. Further research has been conducted into what the greatest challenges are for digital twins covering 1258 papers.

Original language	English
Title of host publication	2022 8th International Conference on Nanomanufacturing & 4th AET Symposium on ACSM and Digital Manufacturing (Nanoman-AETS)
Editors	Wenkun Xie, Qi Liu, Zhengjian Wang, Xichun Luo
Place of Publication	Piscataway, NJ
Publisher	IEEE
ISBN (Electronic)	9781665476041
DOIs	https://doi.org/10.1109/nanoman-aets56035.2022.10119512
Publication status	Published - 15 May 2023
Event	2022 8th International Conference on Nanomanufacturing & 4th AET Symposium on ACSM and Digital Manufacturing (Nanoman-AETS) - Dublin, Ireland Duration: 30 Aug 2022 → 1 Sept 2022

Conference

Conference	2022 8th International Conference on Nanomanufacturing & 4th AET Symposium on ACSM and Digital Manufacturing (Nanoman-AETS)
Country/Territory	Ireland
City	Dublin
Period	30/08/22 → 1/09/22

Funding

The authors gratefully acknowledge the financial support from the EPSRC (EP/T024844/1, EP/V055208/1 and EP/W004860/1) for this research.

Keywords

digital twin
digital twin category
machining
digital twins
manufacturing

Access to Document

10.1109/nanoman-aets56035.2022.10119512

1 Finished
1 Active

A Multiscale Digital Twin-Driven Smart Manufacturing System for High Value-Added Products
Luo, X. (Principal Investigator), Qin, Y. (Co-investigator) & Ward, M. (Co-investigator)
EPSRC (Engineering and Physical Sciences Research Council)
1/05/20 → 30/04/25
Project: Research
Digital twin guided minimally invasive, intelligent and intuitive surgery (MI-3 Surgery)
Shu, W. (Principal Investigator), Kazakidi, A. (Co-investigator) & Luo, X. (Principal Investigator)
1/10/21 → 1/06/23
Project: Research

Cite this

Walker, C., Luo, X., Kundu, P., Chang, W., Xie, W., Ball, P., & Badakhshan, E. (2023). Digital twin technology for CNC machining: a review. In W. Xie, Q. Liu, Z. Wang, & X. Luo (Eds.), 2022 8th International Conference on Nanomanufacturing & 4th AET Symposium on ACSM and Digital Manufacturing (Nanoman-AETS) IEEE. https://doi.org/10.1109/nanoman-aets56035.2022.10119512

@inproceedings{d9065e444d98450c8551d98a2fc7533f,

title = "Digital twin technology for CNC machining: a review",

abstract = "Digital twin technologies have witnessed widespread development since their conceptualisation. However, there is a lack of consensus about the definition, functionality and challenges of Digital Twins. This paper aims to give an overview of what digital twins are, how they are made, the need for a category system to define digital twins and what the greatest challenges are for developing digital twins for CNC machining. This category system is backed with examples from current research of each category and to show the current work on digital twins. Further research has been conducted into what the greatest challenges are for digital twins covering 1258 papers.",

keywords = "digital twin, digital twin category, machining, digital twins, manufacturing",

author = "Charlie Walker and Xichun Luo and Pradeep Kundu and Wenlong Chang and Wenkun Xie and Peter Ball and Ehsan Badakhshan",

year = "2023",

month = may,

day = "15",

doi = "10.1109/nanoman-aets56035.2022.10119512",

language = "English",

editor = "Wenkun Xie and Qi Liu and Zhengjian Wang and Xichun Luo",

booktitle = "2022 8th International Conference on Nanomanufacturing & 4th AET Symposium on ACSM and Digital Manufacturing (Nanoman-AETS)",

publisher = "IEEE",

note = "2022 8th International Conference on Nanomanufacturing & 4th AET Symposium on ACSM and Digital Manufacturing (Nanoman-AETS) ; Conference date: 30-08-2022 Through 01-09-2022",

}

Walker, C, Luo, X, Kundu, P, Chang, W, Xie, W, Ball, P & Badakhshan, E 2023, Digital twin technology for CNC machining: a review. in W Xie, Q Liu, Z Wang & X Luo (eds), 2022 8th International Conference on Nanomanufacturing & 4th AET Symposium on ACSM and Digital Manufacturing (Nanoman-AETS). IEEE, Piscataway, NJ, 2022 8th International Conference on Nanomanufacturing & 4th AET Symposium on ACSM and Digital Manufacturing (Nanoman-AETS), Dublin, Ireland, 30/08/22. https://doi.org/10.1109/nanoman-aets56035.2022.10119512

Digital twin technology for CNC machining: a review. / Walker, Charlie; Luo, Xichun; Kundu, Pradeep et al.
2022 8th International Conference on Nanomanufacturing & 4th AET Symposium on ACSM and Digital Manufacturing (Nanoman-AETS). ed. / Wenkun Xie; Qi Liu; Zhengjian Wang; Xichun Luo. Piscataway, NJ: IEEE, 2023.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution book

TY - GEN

T1 - Digital twin technology for CNC machining

T2 - 2022 8th International Conference on Nanomanufacturing & 4th AET Symposium on ACSM and Digital Manufacturing (Nanoman-AETS)

AU - Walker, Charlie

AU - Luo, Xichun

AU - Kundu, Pradeep

AU - Chang, Wenlong

AU - Xie, Wenkun

AU - Ball, Peter

AU - Badakhshan, Ehsan

PY - 2023/5/15

Y1 - 2023/5/15

N2 - Digital twin technologies have witnessed widespread development since their conceptualisation. However, there is a lack of consensus about the definition, functionality and challenges of Digital Twins. This paper aims to give an overview of what digital twins are, how they are made, the need for a category system to define digital twins and what the greatest challenges are for developing digital twins for CNC machining. This category system is backed with examples from current research of each category and to show the current work on digital twins. Further research has been conducted into what the greatest challenges are for digital twins covering 1258 papers.

AB - Digital twin technologies have witnessed widespread development since their conceptualisation. However, there is a lack of consensus about the definition, functionality and challenges of Digital Twins. This paper aims to give an overview of what digital twins are, how they are made, the need for a category system to define digital twins and what the greatest challenges are for developing digital twins for CNC machining. This category system is backed with examples from current research of each category and to show the current work on digital twins. Further research has been conducted into what the greatest challenges are for digital twins covering 1258 papers.

KW - digital twin

KW - digital twin category

KW - machining

KW - digital twins

KW - manufacturing

U2 - 10.1109/nanoman-aets56035.2022.10119512

DO - 10.1109/nanoman-aets56035.2022.10119512

M3 - Conference contribution book

BT - 2022 8th International Conference on Nanomanufacturing & 4th AET Symposium on ACSM and Digital Manufacturing (Nanoman-AETS)

A2 - Xie, Wenkun

A2 - Liu, Qi

A2 - Wang, Zhengjian

A2 - Luo, Xichun

PB - IEEE

CY - Piscataway, NJ

Y2 - 30 August 2022 through 1 September 2022

ER -

Digital twin technology for CNC machining: a review

Abstract

Conference

Funding

Keywords

Access to Document

Fingerprint

Projects

A Multiscale Digital Twin-Driven Smart Manufacturing System for High Value-Added Products

Digital twin guided minimally invasive, intelligent and intuitive surgery (MI-3 Surgery)

Cite this