Application of Digital Twins in multiple fields

With the development of science and technology, the high-tech industry is developing rapidly, and various new-age technologies continue to appear, and Digital Twins (DT) is one of them. As a brand-new interactive technology, DT technology can handle the interaction between the real world and the vir...

Full description

Saved in:
Bibliographic Details
Published inMultimedia tools and applications Vol. 81; no. 19; pp. 26941 - 26967
Main Authors Guo, Jinkang, Lv, Zhihan
Format Journal Article
LanguageEnglish
Published New York Springer US 01.08.2022
Springer Nature B.V
Subjects
1202: Multimedia Tools for Digital Twin
Aerospace
Commercial spacecraft
Computer Communication Networks
Computer Science
Data Structures and Information Theory
Development of science and technologies
Digital modeling
Digital Twins
High tech industry
Hotspots
Industrial development
Industrial production
Industry
Interactive technology
Logistics
Medicine
Multimedia Information Systems
New age
Personalized medicine
Personalized medicines
Real-world
Special Purpose and Application-Based Systems
Virtual reality
Virtual worlds
Industry
Personalized medicine
Aerospace
Digital Twins
Virtual reality
Logistics
Online AccessGet full text

Cover

Abstract With the development of science and technology, the high-tech industry is developing rapidly, and various new-age technologies continue to appear, and Digital Twins (DT) is one of them. As a brand-new interactive technology, DT technology can handle the interaction between the real world and the virtual world well. It has become a hot spot in the academic circles of all countries in the world. DT have developed rapidly in recent years result from centrality, integrity and dynamics. It is integrated with other technologies and has been applied in many fields, such as smart factory in industrial production, digital model of life in medical field, construction of smart city, security guarantee in aerospace field, immersive shopping in commercial field and so on. The introduction of DT is mostly a summary of concepts, and few practical applications of Digital Twins are introduced. The purpose of this paper is to enable people to understand the application status of DT technology. At the same time, the introduction of core technologies related to DT is interspersed in the application introduction. Finally, combined with the current development status of DT, predict the future development trend of DT and make a summary.
AbstractList With the development of science and technology, the high-tech industry is developing rapidly, and various new-age technologies continue to appear, and Digital Twins (DT) is one of them. As a brand-new interactive technology, DT technology can handle the interaction between the real world and the virtual world well. It has become a hot spot in the academic circles of all countries in the world. DT have developed rapidly in recent years result from centrality, integrity and dynamics. It is integrated with other technologies and has been applied in many fields, such as smart factory in industrial production, digital model of life in medical field, construction of smart city, security guarantee in aerospace field, immersive shopping in commercial field and so on. The introduction of DT is mostly a summary of concepts, and few practical applications of Digital Twins are introduced. The purpose of this paper is to enable people to understand the application status of DT technology. At the same time, the introduction of core technologies related to DT is interspersed in the application introduction. Finally, combined with the current development status of DT, predict the future development trend of DT and make a summary. © 2022, The Author(s).
With the development of science and technology, the high-tech industry is developing rapidly, and various new-age technologies continue to appear, and Digital Twins (DT) is one of them. As a brand-new interactive technology, DT technology can handle the interaction between the real world and the virtual world well. It has become a hot spot in the academic circles of all countries in the world. DT have developed rapidly in recent years result from centrality, integrity and dynamics. It is integrated with other technologies and has been applied in many fields, such as smart factory in industrial production, digital model of life in medical field, construction of smart city, security guarantee in aerospace field, immersive shopping in commercial field and so on. The introduction of DT is mostly a summary of concepts, and few practical applications of Digital Twins are introduced. The purpose of this paper is to enable people to understand the application status of DT technology. At the same time, the introduction of core technologies related to DT is interspersed in the application introduction. Finally, combined with the current development status of DT, predict the future development trend of DT and make a summary.
With the development of science and technology, the high-tech industry is developing rapidly, and various new-age technologies continue to appear, and Digital Twins (DT) is one of them. As a brand-new interactive technology, DT technology can handle the interaction between the real world and the virtual world well. It has become a hot spot in the academic circles of all countries in the world. DT have developed rapidly in recent years result from centrality, integrity and dynamics. It is integrated with other technologies and has been applied in many fields, such as smart factory in industrial production, digital model of life in medical field, construction of smart city, security guarantee in aerospace field, immersive shopping in commercial field and so on. The introduction of DT is mostly a summary of concepts, and few practical applications of Digital Twins are introduced. The purpose of this paper is to enable people to understand the application status of DT technology. At the same time, the introduction of core technologies related to DT is interspersed in the application introduction. Finally, combined with the current development status of DT, predict the future development trend of DT and make a summary.With the development of science and technology, the high-tech industry is developing rapidly, and various new-age technologies continue to appear, and Digital Twins (DT) is one of them. As a brand-new interactive technology, DT technology can handle the interaction between the real world and the virtual world well. It has become a hot spot in the academic circles of all countries in the world. DT have developed rapidly in recent years result from centrality, integrity and dynamics. It is integrated with other technologies and has been applied in many fields, such as smart factory in industrial production, digital model of life in medical field, construction of smart city, security guarantee in aerospace field, immersive shopping in commercial field and so on. The introduction of DT is mostly a summary of concepts, and few practical applications of Digital Twins are introduced. The purpose of this paper is to enable people to understand the application status of DT technology. At the same time, the introduction of core technologies related to DT is interspersed in the application introduction. Finally, combined with the current development status of DT, predict the future development trend of DT and make a summary.
Author Guo, Jinkang
Lv, Zhihan
Author_xml – sequence: 1
  givenname: Jinkang
  surname: Guo
  fullname: Guo, Jinkang
  organization: School of Data Science and Software Engineering, Qingdao University
– sequence: 2
  givenname: Zhihan
  orcidid: 0000-0003-2525-3074
  surname: Lv
  fullname: Lv, Zhihan
  email: lvzhihan@gmail.com
  organization: Department of Game Design, Faculty of Arts, Uppsala University
BackLink https://www.ncbi.nlm.nih.gov/pubmed/35194381$$D View this record in MEDLINE/PubMed
https://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-469641$$DView record from Swedish Publication Index
BookMark eNp9kctuFDEQRS0URB7wAyxQS2xY0MTlR9veII0mCSBFYhPYWh63e3DksRu7OxF_Hw8zCSSLrFxSnVu-VfcYHcQUHUJvAX8CjMVpAcCMtJiQFginXctfoCPggrZCEDioNZW4FRzDITou5Rpj6Dhhr9Ah5aAYlXCEThfjGLw1k0-xSUNz5td-MqG5uvWxND42mzlMfgyuGbwLfXmNXg4mFPdm_56gHxfnV8uv7eX3L9-Wi8vWcoCpJcqCdAIMtVZxI8SKWiotHzBfcd73VjqiRC97Aj2hTllKtk0mhegcriucoI-7ueXWjfNKj9lvTP6jk_H6zP9c6JTXep4161THoOKfd3hlN663Lk7ZhEeqx53of-l1utFScqIYqQM-7Afk9Ht2ZdIbX6wLwUSX5qJJRwkwwZiq6Psn6HWac6zXqJQCrpSCrlLv_nf0YOX-9BUgO8DmVEp2wwMCWG_z1bt8dc1X_81X8yqST0S2xrUNr27lw_NSur9o_SeuXf5n-xnVHYa0uCM
CitedBy_id crossref_primary_10_1007_s10676_024_09812_3
crossref_primary_10_1080_08982112_2022_2052731
crossref_primary_10_1080_21650020_2023_2216768
crossref_primary_10_1109_TCE_2023_3320174
crossref_primary_10_3390_biomimetics8040359
crossref_primary_10_1109_RBME_2024_3486439
crossref_primary_10_54097_ecpm7734
crossref_primary_10_1016_j_infsof_2024_107503
crossref_primary_10_2174_0126662558294125240307094426
crossref_primary_10_1109_TITS_2024_3401716
crossref_primary_10_3390_agriculture14122231
crossref_primary_10_1016_j_autcon_2024_105368
crossref_primary_10_1016_j_radphyschem_2024_111649
crossref_primary_10_3103_S1068798X23120158
crossref_primary_10_1007_s10462_024_10805_3
crossref_primary_10_3390_app12157794
crossref_primary_10_3390_app14104207
crossref_primary_10_1016_j_jss_2025_112344
crossref_primary_10_3390_math11091981
crossref_primary_10_3390_s23167128
crossref_primary_10_3390_platforms2040016
crossref_primary_10_1016_j_heliyon_2023_e16486
crossref_primary_10_3390_smartcities6010008
crossref_primary_10_37285_ijpsn_2024_17_5_9
crossref_primary_10_3390_computers13090228
crossref_primary_10_1093_eurpub_ckae191
crossref_primary_10_3390_app14030977
crossref_primary_10_1007_s13668_024_00584_2
crossref_primary_10_1007_s00202_024_02746_5
crossref_primary_10_1016_j_iot_2024_101070
crossref_primary_10_1080_08982112_2023_2234017
crossref_primary_10_3389_fams_2022_1010622
crossref_primary_10_1016_j_rcim_2023_102592
crossref_primary_10_1016_j_sca_2024_100075
crossref_primary_10_1109_ACCESS_2024_3442079
crossref_primary_10_1109_JIOT_2023_3267171
crossref_primary_10_1016_j_heliyon_2024_e24741
crossref_primary_10_1016_j_procs_2022_12_390
crossref_primary_10_1155_2023_9662100
crossref_primary_10_1016_j_jmsy_2025_01_005
crossref_primary_10_1016_j_dcan_2022_06_019
crossref_primary_10_1016_j_joitmc_2024_100297
crossref_primary_10_1177_03064190241308472
crossref_primary_10_1007_s11042_024_18253_5
crossref_primary_10_3390_en17163927
crossref_primary_10_1007_s00170_024_13251_1
crossref_primary_10_1109_ACCESS_2022_3227644
crossref_primary_10_1016_j_iot_2024_101216
Cites_doi 10.1007/978-3-030-27477-1_33
10.1145/3377170.3377189
10.1145/2912160.2912205
10.1145/2536146.2536178
10.1016/j.future.2020.03.039
10.1109/JSYST.2019.2925627
10.1109/DCNAIR50402.2020.9216776
10.1109/IS.2018.8710517
10.1007/s38312-019-0043-6
10.1016/j.landusepol.2020.105201
10.1007/978-3-030-61725-7_7
10.1007/978-3-030-22773-9_11
10.2514/6.2012-1818
10.1145/3325112.3325236
10.1109/TNNLS.2019.2899936
10.1007/s00170-020-05056-9
10.1109/TNNLS.2020.3045492
10.1109/UCC.2014.136
10.1007/s38312-019-0012-0
10.1007/s00170-020-05314-w
10.3233/JIFS-179097
10.1016/j.matpr.2020.06.446
10.1504/IJASM.2016.079934
10.1097/SLA.0b013e3181889d0d
10.1109/WSC40007.2019.9004694
10.1145/3144457.3144516
10.1109/AICCSA.2018.8612796
10.1016/j.scs.2019.101627
10.1186/s40323-020-00147-4
10.2514/6.2013-1578
10.1007/978-3-642-35950-7_16870-1
10.1109/VS-GAMES.2017.8056598
10.1016/B978-0-12-818636-7.00017-2
10.1007/978-3-030-29996-5_49
10.2514/6.2012-1812
10.1109/TIMES-iCON47539.2019.9024430
10.1016/j.sleep.2019.11.124
10.1016/j.future.2020.09.010
10.1109/ICRMS.2016.8050073
10.1109/ICITM.2017.7917906
10.1016/j.procir.2020.04.017
10.3390/joitmc5040092
10.1145/2800835.2807955
10.1016/j.procs.2017.09.003
10.1007/s12652-018-0953-6
10.1016/j.jmsy.2020.04.014
10.1145/3387940.3392195
10.1109/IBDAP50342.2020.9245456
10.1016/j.promfg.2020.10.228
10.1049/iet-smc.2020.0071
10.1109/ACCESS.2019.2897018
10.1016/bs.adcom.2019.09.005
10.1145/2531602.2531707
10.1016/j.procir.2016.11.152
10.1016/j.ejor.2020.03.081
10.1145/3387940.3392199
10.1109/MMUL.2018.023121167
10.1145/3047273.3047386
10.1109/ACCESS.2020.2998358
10.1186/s13073-019-0701-3
10.1109/UEMCON.2017.8248972
10.1007/978-3-030-35746-7_8
10.1145/3085228.3085265
10.1145/2909132.2926087
10.1109/ICHMS49158.2020.9209384
10.1145/3423323.3423415
10.1109/TII.2018.2873186
10.1109/ACCESS.2020.2999871
10.1186/s40691-019-0187-z
10.1109/ACCESS.2019.2909828
10.1016/j.isprsjprs.2020.07.020
10.1007/978-3-030-27844-1_7
10.1016/j.jhep.2020.10.036
10.1109/GloSIC50886.2020.9267879
10.3103/S0005105519030038
10.1109/ACCESS.2020.2971576
ContentType Journal Article
Copyright The Author(s) 2022
The Author(s) 2022.
The Author(s) 2022. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
Copyright_xml – notice: The Author(s) 2022
– notice: The Author(s) 2022.
– notice: The Author(s) 2022. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
DBID C6C
AAYXX
CITATION
NPM
3V.
7SC
7WY
7WZ
7XB
87Z
8AL
8AO
8FD
8FE
8FG
8FK
8FL
8G5
ABUWG
AFKRA
ARAPS
AZQEC
BENPR
BEZIV
BGLVJ
CCPQU
DWQXO
FRNLG
F~G
GNUQQ
GUQSH
HCIFZ
JQ2
K60
K6~
K7-
L.-
L7M
L~C
L~D
M0C
M0N
M2O
MBDVC
P5Z
P62
PHGZM
PHGZT
PKEHL
PQBIZ
PQBZA
PQEST
PQGLB
PQQKQ
PQUKI
PRINS
Q9U
7X8
5PM
ACNBI
ADTPV
AOWAS
D8T
DF2
ZZAVC
DOI 10.1007/s11042-022-12536-5
DatabaseName Open Access Journals from Springer Nature
CrossRef
PubMed
ProQuest Central (Corporate)
Computer and Information Systems Abstracts
ABI/INFORM Collection
ABI/INFORM Global (PDF only)
ProQuest Central (purchase pre-March 2016)
ABI/INFORM Collection
Computing Database (Alumni Edition)
ProQuest Pharma Collection
Technology Research Database
ProQuest SciTech Collection
ProQuest Technology Collection
ProQuest Central (Alumni) (purchase pre-March 2016)
ABI/INFORM Collection (Alumni)
ProQuest Research Library
ProQuest Central (Alumni)
ProQuest Central UK/Ireland
Advanced Technologies & Aerospace Database
ProQuest Central Essentials
ProQuest Central
Business Premium Collection
Technology Collection
ProQuest One Community College
ProQuest Central Korea
Business Premium Collection (Alumni)
ABI/INFORM Global (Corporate)
ProQuest Central Student
Research Library Prep
SciTech Premium Collection
ProQuest Computer Science Collection
ProQuest Business Collection (Alumni Edition)
ProQuest Business Collection
Computer Science Database (ProQuest)
ABI/INFORM Professional Advanced
Advanced Technologies Database with Aerospace
Computer and Information Systems Abstracts – Academic
Computer and Information Systems Abstracts Professional
ABI/INFORM Global
Computing Database
Research Library
Research Library (Corporate)
ProQuest Advanced Technologies & Aerospace Database (NC LIVE)
ProQuest Advanced Technologies & Aerospace Collection
ProQuest Central Premium
ProQuest One Academic
ProQuest One Academic Middle East (New)
ProQuest One Business
ProQuest One Business (Alumni)
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Applied & Life Sciences
ProQuest One Academic
ProQuest One Academic UKI Edition
ProQuest Central China
ProQuest Central Basic
MEDLINE - Academic
PubMed Central (Full Participant titles)
SWEPUB Uppsala universitet full text
SwePub
SwePub Articles
SWEPUB Freely available online
SWEPUB Uppsala universitet
SwePub Articles full text
DatabaseTitle CrossRef
PubMed
ABI/INFORM Global (Corporate)
ProQuest Business Collection (Alumni Edition)
ProQuest One Business
Research Library Prep
Computer Science Database
ProQuest Central Student
Technology Collection
Technology Research Database
Computer and Information Systems Abstracts – Academic
ProQuest One Academic Middle East (New)
ProQuest Advanced Technologies & Aerospace Collection
ProQuest Central Essentials
ProQuest Computer Science Collection
Computer and Information Systems Abstracts
ProQuest Central (Alumni Edition)
SciTech Premium Collection
ProQuest One Community College
Research Library (Alumni Edition)
ProQuest Pharma Collection
ProQuest Central China
ABI/INFORM Complete
ProQuest Central
ABI/INFORM Professional Advanced
ProQuest One Applied & Life Sciences
ProQuest Central Korea
ProQuest Research Library
ProQuest Central (New)
Advanced Technologies Database with Aerospace
ABI/INFORM Complete (Alumni Edition)
Advanced Technologies & Aerospace Collection
Business Premium Collection
ABI/INFORM Global
ProQuest Computing
ABI/INFORM Global (Alumni Edition)
ProQuest Central Basic
ProQuest Computing (Alumni Edition)
ProQuest One Academic Eastern Edition
ProQuest Technology Collection
ProQuest SciTech Collection
ProQuest Business Collection
Computer and Information Systems Abstracts Professional
Advanced Technologies & Aerospace Database
ProQuest One Academic UKI Edition
ProQuest One Business (Alumni)
ProQuest One Academic
ProQuest One Academic (New)
ProQuest Central (Alumni)
Business Premium Collection (Alumni)
MEDLINE - Academic
DatabaseTitleList
CrossRef

ABI/INFORM Global (Corporate)

PubMed
MEDLINE - Academic
Database_xml – sequence: 1
  dbid: C6C
  name: Springer Nature OA Free Journals
  url: http://www.springeropen.com/
  sourceTypes: Publisher
– sequence: 2
  dbid: NPM
  name: PubMed
  url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed
  sourceTypes: Index Database
– sequence: 3
  dbid: 8FG
  name: ProQuest Technology Collection
  url: https://search.proquest.com/technologycollection1
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
Computer Science
Medicine
EISSN 1573-7721
EndPage 26967
ExternalDocumentID oai_DiVA_org_uu_469641
PMC8852942
35194381
10_1007_s11042_022_12536_5
Genre Journal Article
GrantInformation_xml – fundername: National Natural Science Foundation of China
  grantid: 61902203
  funderid: http://dx.doi.org/10.13039/501100001809
– fundername: ;
  grantid: 61902203
GroupedDBID -4Z
-59
-5G
-BR
-EM
-Y2
-~C
.4S
.86
.DC
.VR
06D
0R~
0VY
123
1N0
1SB
2.D
203
28-
29M
2J2
2JN
2JY
2KG
2LR
2P1
2VQ
2~H
30V
3EH
3V.
4.4
406
408
409
40D
40E
5QI
5VS
67Z
6NX
7WY
8AO
8FE
8FG
8FL
8G5
8UJ
95-
95.
95~
96X
AAAVM
AABHQ
AACDK
AAHNG
AAIAL
AAJBT
AAJKR
AANZL
AAOBN
AARHV
AARTL
AASML
AATNV
AATVU
AAUYE
AAWCG
AAYIU
AAYQN
AAYTO
AAYZH
ABAKF
ABBBX
ABBXA
ABDZT
ABECU
ABFTV
ABHLI
ABHQN
ABJNI
ABJOX
ABKCH
ABKTR
ABMNI
ABMQK
ABNWP
ABQBU
ABQSL
ABSXP
ABTEG
ABTHY
ABTKH
ABTMW
ABULA
ABUWG
ABWNU
ABXPI
ACAOD
ACBXY
ACDTI
ACGFO
ACGFS
ACHSB
ACHXU
ACKNC
ACMDZ
ACMLO
ACOKC
ACOMO
ACPIV
ACREN
ACSNA
ACZOJ
ADHHG
ADHIR
ADIMF
ADINQ
ADKNI
ADKPE
ADMLS
ADRFC
ADTPH
ADURQ
ADYFF
ADYOE
ADZKW
AEBTG
AEFIE
AEFQL
AEGAL
AEGNC
AEJHL
AEJRE
AEKMD
AEMSY
AENEX
AEOHA
AEPYU
AESKC
AETLH
AEVLU
AEXYK
AFBBN
AFEXP
AFGCZ
AFKRA
AFLOW
AFQWF
AFWTZ
AFYQB
AFZKB
AGAYW
AGDGC
AGGDS
AGJBK
AGMZJ
AGQEE
AGQMX
AGRTI
AGWIL
AGWZB
AGYKE
AHAVH
AHBYD
AHKAY
AHSBF
AHYZX
AIAKS
AIGIU
AIIXL
AILAN
AITGF
AJBLW
AJRNO
AJZVZ
ALMA_UNASSIGNED_HOLDINGS
ALWAN
AMKLP
AMTXH
AMXSW
AMYLF
AMYQR
AOCGG
ARAPS
ARCSS
ARMRJ
ASPBG
AVWKF
AXYYD
AYJHY
AZFZN
AZQEC
B-.
BA0
BBWZM
BDATZ
BENPR
BEZIV
BGLVJ
BGNMA
BPHCQ
BSONS
C6C
CAG
CCPQU
COF
CS3
CSCUP
DDRTE
DL5
DNIVK
DPUIP
DU5
DWQXO
EBLON
EBS
EIOEI
EJD
ESBYG
FEDTE
FERAY
FFXSO
FIGPU
FINBP
FNLPD
FRNLG
FRRFC
FSGXE
FWDCC
GGCAI
GGRSB
GJIRD
GNUQQ
GNWQR
GQ6
GQ7
GQ8
GROUPED_ABI_INFORM_COMPLETE
GUQSH
GXS
H13
HCIFZ
HF~
HG5
HG6
HMJXF
HQYDN
HRMNR
HVGLF
HZ~
I-F
I09
IHE
IJ-
IKXTQ
ITG
ITH
ITM
IWAJR
IXC
IXE
IZIGR
IZQ
I~X
I~Z
J-C
J0Z
JBSCW
JCJTX
JZLTJ
K60
K6V
K6~
K7-
KDC
KOV
KOW
LAK
LLZTM
M0C
M0N
M2O
M4Y
MA-
N2Q
N9A
NB0
NDZJH
NPVJJ
NQJWS
NU0
O9-
O93
O9G
O9I
O9J
OAM
OVD
P19
P2P
P62
P9O
PF0
PQBIZ
PQBZA
PQQKQ
PROAC
PT4
PT5
Q2X
QOK
QOS
R4E
R89
R9I
RHV
RNI
RNS
ROL
RPX
RSV
RZC
RZE
RZK
S16
S1Z
S26
S27
S28
S3B
SAP
SCJ
SCLPG
SCO
SDH
SDM
SHX
SISQX
SJYHP
SNE
SNPRN
SNX
SOHCF
SOJ
SPISZ
SRMVM
SSLCW
STPWE
SZN
T13
T16
TEORI
TH9
TSG
TSK
TSV
TUC
TUS
U2A
UG4
UOJIU
UTJUX
UZXMN
VC2
VFIZW
W23
W48
WK8
YLTOR
Z45
Z7R
Z7S
Z7W
Z7X
Z7Y
Z7Z
Z81
Z83
Z86
Z88
Z8M
Z8N
Z8Q
Z8R
Z8S
Z8T
Z8U
Z8W
Z92
ZMTXR
~EX
AAPKM
AAYXX
ABBRH
ABDBE
ABFSG
ACMFV
ACSTC
ADHKG
ADKFA
AEZWR
AFDZB
AFHIU
AFOHR
AGQPQ
AHPBZ
AHWEU
AIXLP
ATHPR
AYFIA
CITATION
PHGZM
PHGZT
NPM
7SC
7XB
8AL
8FD
8FK
ABRTQ
JQ2
L.-
L7M
L~C
L~D
MBDVC
PKEHL
PQEST
PQGLB
PQUKI
PRINS
Q9U
7X8
5PM
ACNBI
ADTPV
AOWAS
D8T
DF2
ZZAVC
ID FETCH-LOGICAL-c511t-29c18e71a3cc95a77b3c38c5f05b55ddc8e297d8d21d23e9c32c5f048776e0573
IEDL.DBID BENPR
ISSN 1380-7501
1573-7721
IngestDate Thu Aug 21 06:43:22 EDT 2025
Thu Aug 21 18:26:41 EDT 2025
Tue Aug 05 10:56:32 EDT 2025
Fri Jul 25 05:10:29 EDT 2025
Wed Feb 19 02:26:56 EST 2025
Tue Jul 01 04:13:12 EDT 2025
Thu Apr 24 23:11:24 EDT 2025
Fri Feb 21 02:45:04 EST 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 19
Keywords Industry
Personalized medicine
Aerospace
Digital Twins
Virtual reality
Logistics
Language English
License The Author(s) 2022.
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c511t-29c18e71a3cc95a77b3c38c5f05b55ddc8e297d8d21d23e9c32c5f048776e0573
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
content type line 23
ORCID 0000-0003-2525-3074
OpenAccessLink https://doi.org/10.1007/s11042-022-12536-5
PMID 35194381
PQID 2691599916
PQPubID 54626
PageCount 27
ParticipantIDs swepub_primary_oai_DiVA_org_uu_469641
pubmedcentral_primary_oai_pubmedcentral_nih_gov_8852942
proquest_miscellaneous_2632147449
proquest_journals_2691599916
pubmed_primary_35194381
crossref_primary_10_1007_s11042_022_12536_5
crossref_citationtrail_10_1007_s11042_022_12536_5
springer_journals_10_1007_s11042_022_12536_5
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2022-08-01
PublicationDateYYYYMMDD 2022-08-01
PublicationDate_xml – month: 08
  year: 2022
  text: 2022-08-01
  day: 01
PublicationDecade 2020
PublicationPlace New York
PublicationPlace_xml – name: New York
– name: United States
– name: Dordrecht
PublicationSubtitle An International Journal
PublicationTitle Multimedia tools and applications
PublicationTitleAbbrev Multimed Tools Appl
PublicationTitleAlternate Multimed Tools Appl
PublicationYear 2022
Publisher Springer US
Springer Nature B.V
Publisher_xml – name: Springer US
– name: Springer Nature B.V
References Hänel H, Schnellhardt T, Wenkler E, Nestler A, Brosius A, Corinth C, Fay A, Ihlenfeldt S (2020) The development of a Digital Twins for machining processes for the application in aerospace industry. Procedia CIRP 93:1399–1404. ISSN 2212-8271. https://doi.org/10.1016/j.procir.2020.04.017
Assawaarayakul C, Srisawat W, Ayuthaya SDN, Wattanasirichaigoon S (2019) Integrate Digital Twins to exist production system for industry 4.0. 2019 4th Technology Innovation Management and Engineering Science International Conference (TIMES-iCON)
Clohessy T, Acton T, Morgan L (2014) Smart City as a Service (SCaaS): A future roadmap for E-Government Smart City Cloud Computing Initiatives. In: Proceedings of the 2014 IEEE/ACM 7th International Conference on Utility and Cloud Computing (UCC ‘14). IEEE Computer Society, USA, 836–841. https://doi.org/10.1109/UCC.2014.136
Stark R, Damerau T (2019) Digital Twins [M]. CIRP Encyclopedia of Production Engineering. Springer, Berlin, Heidelberg, pp 1–8
De Luca L (2020) Towards the Semantic-aware 3D Digitisation of Architectural Heritage: The ”Notre-Dame de Paris” Digital Twins Project. Proceedings of the 2nd Workshop on Structuring and Understanding of Multimedia Heritage Contents
ZhangHYanQWenZInformation modeling for cyber-physical production system based on Digital Twins and AutomationMLInt J Adv Manuf Technol20201071927194510.1007/s00170-020-05056-9
GuoJZhaoNSunLZhangSModular based flexible Digital Twins for factory designJ Ambient Intell Humaniz Comput20191031189120010.1007/s12652-018-0953-6
Agalianos K, Ponis ST, Aretoulaki E, Plakas G, Efthymiou O (2020) Discrete event simulation and Digital Twins: review and challenges for logistics. Procedia Manufacturing 51:1636–1641. https://doi.org/10.1016/j.promfg.2020.10.228
Lv Z, Qiao L (2020) Analysis of healthcare big data. Future Gener Comput Syst 109:103–110, ISSN. https://doi.org/10.1016/j.future.2020.03.039
Uhlemann TH-J, Steinhilper CLR (2017) The Digital Twins: realizing the cyber-physical production system for industry 4.0. Procedia CIRP 61:335–340, ISSN2212–8271.https://doi.org/10.1016/j.procir.2016.11.152
Du X, Liporace D, Varde AS (2017) Urban legislation assessment by data analytics with smart city characteristics. 2017 IEEE 8th Annual Ubiquitous Computing, Electronics and Mobile Communication Conference (UEMCON), pp 20–25. https://doi.org/10.1109/UEMCON.2017.8248972
Rienzo AD, Garzotto F, Cremonesi P, Frà C, Valla M (2015) Towards a smart retail environment. In: Adjunct Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers (UbiComp/ISWC’15 Adjunct). Association for Computing Machinery, New York, 779–782. https://doi.org/10.1145/2800835.2807955
Rivera LF, Müller HA, Villegas NM, Tamura G, Jiménez M (2020) On the Engineering of IoT-Intensive Digital Twins Software Systems. In: Proceedings of the IEEE/ACM 42nd International Conference on Software Engineering Workshops (ICSEW’20). Association for Computing Machinery, New York, 631–638. https://doi.org/10.1145/3387940.3392195
Schirrmeister F (2019) System emulation and Digital Twins in aerospace applications [R]. Cadence Design Systems, Inc. San Jose United States
Villanueva FJ, Aceña O, Dorado J, Cantarero R, Bermejo JF, Rubio A (2020) On building support of Digital Twins concept for smart spaces. 2020 IEEE International Conference on Human-Machine Systems (ICHMS), Rome, Italy, pp 1–4. https://doi.org/10.1109/ICHMS49158.2020.9209384
WangKJLeeTLHsuYRevolution on Digital Twins technology—a patent research approachInt J Adv Manuf Technol20201074687470410.1007/s00170-020-05314-w
Zhang Y, Zhang N, Sun L-l(2017) Research on the method in aerospace computer productization. 2017 6th International Conference on Industrial Technology and Management (ICITM), Cambridge, pp 114–117. https://doi.org/10.1109/ICITM.2017.7917906
Liu Y et al (2019) A novel cloud-based framework for the elderly healthcare services using Digital Twins. IEEE Access 7:49088–49101. https://doi.org/10.1109/ACCESS.2019.2909828
Salinger SJ, Kapteyn MG, Kays C, Pretorius JVR, Willcox KE (2020) A hardware testbed for dynamic data-driven aerospace Digital Twins. In: Darema F, Blasch E, Ravela S, Aved A (eds) Dynamic Data Driven Applications Systems. DDDAS 2020. Lecture Notes in Computer Science, vol 12312. Springer, Cham. https://doi.org/10.1007/978-3-030-61725-7_7
Sensely Conversational AI to improve health and drive member engagement, [online] Available: http://www.sensely.com/#about
Matheus R, Janssen M (2017) How to become a smart city? Balancing ambidexterity in smart cities. In: Proceedings of the 10th International Conference on Theory and Practice of Electronic Governance (ICEGOV ‘17). Association for Computing Machinery, New York, 405–413. https://doi.org/10.1145/3047273.3047386
Bouzguenda S, Alalouch C, Fava N (2019) Towards smart sustainable cities: A review of the role digital citizen participation could play in advancing social sustainability. Sustain Cities Soc 50:101627, ISSN 2210-6707. https://doi.org/10.1016/j.scs.2019.101627
Susila N, Sruthi A, Usha S (2020) Impact of cloud security in Digital Twins. Advances in Computers, vol 117. Elsevier, Amsterdam, pp 247–2631
Trombin M, Pinna R, Musso M, Magnaghi E, De Marco M (2020) Mobility Management: From Traditional to People-Centric Approach in the Smart City. In: Elhoseny M, Hassanien A (eds) Emerging Technologies for Connected Internet of Vehicles and Intelligent Transportation System Networks. Studies in Systems, Decision and Control, vol 242. Springer, Cham. https://doi.org/10.1007/978-3-030-22773-9_11
Filip Benes J, Svub P, Stasa J, Bohm J, Rhee, Vojtech L (2017) Novel approach to shopping experience. In: Proceedings of the 14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous 2017). Association for Computing Machinery, New York, 525–526. https://doi.org/10.1145/3144457.3144516
Demartini M, Galluccio F, Mattis P, Abusohyon I, Lepratti R, Tonelli F (2019)Closed-loop manufacturing for aerospace industry: an integrated PLM-MOM solution to support the wing box assembly process. In: Ameri F, Stecke K, von Cieminski G, Kiritsis D (eds) Advances in Production Management Systems. Towards Smart Production Management Systems. APMS 2019. IFIP Advances in Information and Communication Technology, vol 567. Springer, Cham. https://doi.org/10.1007/978-3-030-29996-5_49
BjörnssonBBorrebaeckCElanderNDigital Twinss to personalize medicineGenome Med202012410.1186/s13073-019-0701-3
Park J, Dayarian I, Montreuil B (2020) Showcasing optimization in omnichannel retailing. Eur Oper Res. ISSN0377–2217. https://doi.org/10.1016/j.ejor.2020.03.081
Shafto M, Conroy M, Doyle R et al (2012) Modeling, simulation, information technology & processing roadmap[J]. National Aeronautics and Space Administration 32:1–38
Ahmadi-Assalemi G, Al-Khateeb H, Maple C et al (2020) Digital twins for precision healthcare. In: Jahankhani H, Kendzierskyj S, Chelvachandran N, Ibarra J (eds) Cyber defence in the Age of AI, Smart Societies and Augmented Humanity. Advanced Sciences and Technologies for Security Applications. Springer, Cham, pp 133–158. https://doi.org/10.1007/978-3-030-35746-7_8
Liu S, Bao J, Lu Y, Li J, Lu S, Sun X (2020) Digital Twins modeling method based on biomimicry for machining aerospace components. J Manuf Syst. ISSN0278–6125. https://doi.org/10.1016/j.jmsy.2020.04.014
TaoFDigital Twins in industry: State-of-the-artIEEE Trans Industr Inf20181542405241510.1109/TII.2018.2873186
Svítek M, Skobelev P, Kozhevnikov S (2020) Smart City 5.0 as an Urban Ecosystem of Smart Services. In: Borangiu T, Trentesaux D, Leitão P, Giret Boggino A, Botti V (eds) Service Oriented, Holonic and Multi-agent Manufacturing Systems for Industry of the Future. SOHOMA 2019. Studies in Computational Intelligence, vol 853. Springer, Cham. https://doi.org/10.1007/978-3-030-27477-1_33
Barricelli BR, Casiraghi E, Gliozzo J, Petrini A, Valtolina S (2020) Human digital twins for fitness management. IEEE Access 8:26637–26664. https://doi.org/10.1109/ACCESS.2020.2971576
Gang Yu, Wang Y, Shi MHuL, Mao Z, Sugumaran V (2021) RIOMS: An intelligent system for operation and maintenance of urban roads using spatio-temporal data in smart cities. Future Gener Comput Syst 115:583–609, ISSN. https://doi.org/10.1016/j.future.2020.09.010
Yang X, Lin X, Lin X (2019) Application of Apriori and FP-growth algorithms in soft examination data analysis[J]. Journal of Intelligent & Fuzzy Systems 37(1):425–432. https://doi.org/10.3233/JIFS-179097
FullerADigital Twins: Enabling technologies, challenges and open researchIEEE Access2020810895210897110.1109/ACCESS.2020.2998358
AugustUDigital Twins Technology for More EfficiencyATZ Prod Worldw201965410.1007/s38312-019-0012-0
Glaessgen E, Stargel D (2012) The Digital Twins paradigm for future NASA and US Air Force vehicles. In: 53rd AIAA/ASME/ASCE/AHS/ASC structures, structural dynamics and materials conference 20th AIAA/ASME/AHS adaptive structures conference 14th AIAA, p 1818
YunYLeeMSmart city 4.0 from the perspective of open innovationJ Open Innov Technol Mark Complex2019549210.3390/joitmc5040092
Chinotaikul P, Vinayavekhin S, Practices (2020) Digital transformation in business and management research: bibliometric and co-word network analysis(IBDAP). 2020 1st International Conference on Big Data Analytics and Practices (IBDAP), Bangkok, Thailand, pp 1-5. https://doi.org/10.1109/IBDAP50342.2020.9245456
Morrison JH, Ambur MY, Bauer SX (2016) Comprehensive digital transformation NASA Langley Research Center [C]. MIT Meeting
Yang S et al (2020) Scalable digital neuromorphic architecture for large-scale biophysically meaningful neural network with multi-compartment neurons. IEEE Trans Neural Netw Learn Syst 31(1):148–162. https://doi.org/10.1109/TNNLS.2019.2899936
West T, Blackburn M (2017) Is digital thread/Digital Twins affordable? A systemic assessment of the cost
J Guo (12536_CR30) 2019; 10
12536_CR1
B Björnsson (12536_CR10) 2020; 12
12536_CR12
12536_CR56
12536_CR2
12536_CR13
12536_CR57
12536_CR14
12536_CR58
12536_CR15
12536_CR59
H Zhang (12536_CR82) 2020; 107
12536_CR16
12536_CR6
12536_CR17
12536_CR3
12536_CR18
12536_CR4
12536_CR19
12536_CR50
12536_CR51
12536_CR53
12536_CR54
12536_CR55
12536_CR80
12536_CR45
12536_CR46
12536_CR47
12536_CR48
12536_CR49
12536_CR81
12536_CR40
12536_CR41
12536_CR42
12536_CR43
12536_CR44
Y Yun (12536_CR79) 2019; 5
L Bonitz (12536_CR11) 2019; 64
L Wright (12536_CR74) 2020; 7
F Tao (12536_CR66) 2018; 15
12536_CR34
12536_CR78
12536_CR36
12536_CR37
12536_CR38
12536_CR39
12536_CR70
12536_CR71
12536_CR73
12536_CR31
12536_CR75
12536_CR32
12536_CR76
12536_CR33
12536_CR77
VN Shvedenko (12536_CR62) 2019; 53
HS Kim (12536_CR35) 2019; 6
T Fei (12536_CR24) 2018; 94
KJ Wang (12536_CR72) 2020; 107
12536_CR9
12536_CR7
12536_CR8
A Fuller (12536_CR26) 2020; 8
12536_CR23
12536_CR67
12536_CR68
12536_CR25
12536_CR69
12536_CR27
12536_CR28
U August (12536_CR5) 2019; 6
12536_CR29
12536_CR60
12536_CR61
J Ríos (12536_CR52) 2016; 9
12536_CR63
12536_CR20
12536_CR64
12536_CR21
12536_CR65
12536_CR22
References_xml – reference: WangKJLeeTLHsuYRevolution on Digital Twins technology—a patent research approachInt J Adv Manuf Technol20201074687470410.1007/s00170-020-05314-w
– reference: Gang Yu, Wang Y, Shi MHuL, Mao Z, Sugumaran V (2021) RIOMS: An intelligent system for operation and maintenance of urban roads using spatio-temporal data in smart cities. Future Gener Comput Syst 115:583–609, ISSN. https://doi.org/10.1016/j.future.2020.09.010
– reference: West T, Blackburn M (2017) Is digital thread/Digital Twins affordable? A systemic assessment of the cost of DoD’s latest manhat-tan project. In: Complex adaptive systems, Chicago, USA
– reference: Matheus R, Janssen M (2017) How to become a smart city? Balancing ambidexterity in smart cities. In: Proceedings of the 10th International Conference on Theory and Practice of Electronic Governance (ICEGOV ‘17). Association for Computing Machinery, New York, 405–413. https://doi.org/10.1145/3047273.3047386
– reference: BonitzL“Digital Twins” based approach to patient specific diagnosis and therapy of OSASleep Med201964S4510.1016/j.sleep.2019.11.124
– reference: ZhangHYanQWenZInformation modeling for cyber-physical production system based on Digital Twins and AutomationMLInt J Adv Manuf Technol20201071927194510.1007/s00170-020-05056-9
– reference: Rivera LF, Müller HA, Villegas NM, Tamura G, Jiménez M (2020) On the Engineering of IoT-Intensive Digital Twins Software Systems. In: Proceedings of the IEEE/ACM 42nd International Conference on Software Engineering Workshops (ICSEW’20). Association for Computing Machinery, New York, 631–638. https://doi.org/10.1145/3387940.3392195
– reference: Oikonomou C et al (2017) Experimentation with the human body in virtual reality space: Body, bacteria, life-cycle. 2017 9th International Conference on Virtual Worlds and Games for Serious Applications (VS-Games). IEEE
– reference: Rienzo AD, Tagliaferri P, Arenella F, Garzotto F, Frà C, Cremonesi P, Valla M (2016) Bridging physical space and digital landscape to drive retail innovation. In: Proceedings of the International Working Conference on Advanced Visual Interfaces (AVI ‘16). Association for Computing Machinery, New York, 356–357. https://doi.org/10.1145/2909132.2926087
– reference: Yang S et al (2020) Scalable digital neuromorphic architecture for large-scale biophysically meaningful neural network with multi-compartment neurons. IEEE Trans Neural Netw Learn Syst 31(1):148–162. https://doi.org/10.1109/TNNLS.2019.2899936
– reference: Laamarti F, Badawi HF, Ding Y, Arafsha F, Hafidh B, Saddik AE (2020) An ISO/IEEE 11073 Standardized Digital Twins Framework for Health and Well-Being in Smart Cities. IEEE Access 8:105950–105961. https://doi.org/10.1109/ACCESS.2020.2999871
– reference: Allam Z, Jones DS. Future (post-COVID) digital, smart and sustainable cities in the wake of 6G:Digital Twinss, immersive realities and new urban economies. Land Use Policy 101:105201, ISSN0264–8377. https://doi.org/10.1016/j.landusepol.2020.105201
– reference: Ivanov S, Nikolskaya K, Radchenko G, Sokolinsky L, Zymbler M (2020) Digital Twins of City: Concept Overview,“ 2020 Global Smart Industry Conference (GloSIC), Chelyabinsk, Russia, pp 178–186. https://doi.org/10.1109/GloSIC50886.2020.9267879
– reference: Shafto M, Conroy M, Doyle R et al (2012) Modeling, simulation, information technology & processing roadmap[J]. National Aeronautics and Space Administration 32:1–38
– reference: YunYLeeMSmart city 4.0 from the perspective of open innovationJ Open Innov Technol Mark Complex2019549210.3390/joitmc5040092
– reference: Clohessy T, Acton T, Morgan L (2014) Smart City as a Service (SCaaS): A future roadmap for E-Government Smart City Cloud Computing Initiatives. In: Proceedings of the 2014 IEEE/ACM 7th International Conference on Utility and Cloud Computing (UCC ‘14). IEEE Computer Society, USA, 836–841. https://doi.org/10.1109/UCC.2014.136
– reference: Liu S, Bao J, Lu Y, Li J, Lu S, Sun X (2020) Digital Twins modeling method based on biomimicry for machining aerospace components. J Manuf Syst. ISSN0278–6125. https://doi.org/10.1016/j.jmsy.2020.04.014
– reference: Duan B, Gao Y, Li L, Yao H (2016) Research on aerospace quality improvement solutions. 2016 11th International Conference on Reliability, Maintainability and Safety (ICRMS), Hangzhou, pp 1–5. https://doi.org/10.1109/ICRMS.2016.8050073
– reference: GuoJZhaoNSunLZhangSModular based flexible Digital Twins for factory designJ Ambient Intell Humaniz Comput20191031189120010.1007/s12652-018-0953-6
– reference: Lv Z, Qiao L (2020) Analysis of healthcare big data. Future Gener Comput Syst 109:103–110, ISSN. https://doi.org/10.1016/j.future.2020.03.039
– reference: Liu Y et al (2019) A novel cloud-based framework for the elderly healthcare services using Digital Twins. IEEE Access 7:49088–49101. https://doi.org/10.1109/ACCESS.2019.2909828
– reference: Pokhrel A, Katta V, Colomo-Palacios R (2020) Digital Twins for cybersecurity incident prediction. https://doi.org/10.1145/3387940.3392199
– reference: Schirrmeister F (2019) System emulation and Digital Twins in aerospace applications [R]. Cadence Design Systems, Inc. San Jose United States
– reference: Ruohomäki T, Airaksinen E, Huuska P, Kesäniemi O, Martikka M, Suomisto J (2018) Smart City Platform Enabling Digital Twins. 2018 International Conference on Intelligent Systems (IS), Funchal - Madeira, Portugal, pp 155–161. https://doi.org/10.1109/IS.2018.8710517
– reference: KimHSChoiHEParkCKStandardization of the size and shape of virtual human body for apparel productsFash Text201963310.1186/s40691-019-0187-z
– reference: Zhang Y, Zhang N, Sun L-l(2017) Research on the method in aerospace computer productization. 2017 6th International Conference on Industrial Technology and Management (ICITM), Cambridge, pp 114–117. https://doi.org/10.1109/ICITM.2017.7917906
– reference: FeiTJiangfengCQinglinQDigital twin-driven product design, manufacturing and service with big dataInt J Adv Manuf Syst2018949–1235633576
– reference: Demartini M, Galluccio F, Mattis P, Abusohyon I, Lepratti R, Tonelli F (2019)Closed-loop manufacturing for aerospace industry: an integrated PLM-MOM solution to support the wing box assembly process. In: Ameri F, Stecke K, von Cieminski G, Kiritsis D (eds) Advances in Production Management Systems. Towards Smart Production Management Systems. APMS 2019. IFIP Advances in Information and Communication Technology, vol 567. Springer, Cham. https://doi.org/10.1007/978-3-030-29996-5_49
– reference: Scherrenbacher S (2019) No Smart Factories without a Digital Twins. ATZ-Prod Worldw 6.4:36–39
– reference: WrightLDavidsonSHow to tell the difference between a model and a Digital TwinsAdv Model and Simul in Eng Sci202071310.1186/s40323-020-00147-4
– reference: Morrison JH, Ambur MY, Bauer SX (2016) Comprehensive digital transformation NASA Langley Research Center [C]. MIT Meeting
– reference: Yang S et al. BiCoSS: Toward large-scale cognition brain with multigranular neuromorphic architecture. IEEE Trans Neural Netw Learn Syst. https://doi.org/10.1109/TNNLS.2020.3045492
– reference: AugustUDigital Twins Technology for More EfficiencyATZ Prod Worldw201965410.1007/s38312-019-0012-0
– reference: Assawaarayakul C, Srisawat W, Ayuthaya SDN, Wattanasirichaigoon S (2019) Integrate Digital Twins to exist production system for industry 4.0. 2019 4th Technology Innovation Management and Engineering Science International Conference (TIMES-iCON)
– reference: Debopriya Ghosh SA, Chun B, Shafiq, Adam NR (2016) Big Data-based Smart City Platform: real-time crime analysis. In: Proceedings of the 17th International Digital Government Research Conference on Digital Government Research (dg.o ‘16). Association for Computing Machinery, New York, 58–66. https://doi.org/10.1145/2912160.2912205
– reference: Cureton P, Dunn N (2021) Chapter 14 - Digital Twinss of cities and evasive futures. In: Aurigi A, Odendaal N (eds) Shaping Smart for Better Cities. Academic Press, Cambridge, pp 267–282, ISBN 9780128186367. https://doi.org/10.1016/B978-0-12-818636-7.00017-2
– reference: Zakzak L (2019)Citizen-centric Smart City Development: The Case of Smart Dubai’s “Happiness Agenda”. In: Proceedings of the 20th Annual International Conference on Digital Government Research (dg.o 2019). Association for Computing Machinery, New York, 141–147. https://doi.org/10.1145/3325112.3325236
– reference: BjörnssonBBorrebaeckCElanderNDigital Twinss to personalize medicineGenome Med202012410.1186/s13073-019-0701-3
– reference: Vaskovsky AM, Chvanova MS, Rebezov MB (2020) Creation of Digital Twinss of neural network technology of personalization of food products for diabetics. 2020 4th Scientific School on Dynamics of Complex Networks and their Application in Intellectual Robotics (DCNAIR), Innopolis, Russia, pp 251–253. https://doi.org/10.1109/DCNAIR50402.2020.9216776
– reference: TaoFDigital Twins in industry: State-of-the-artIEEE Trans Industr Inf20181542405241510.1109/TII.2018.2873186
– reference: FullerADigital Twins: Enabling technologies, challenges and open researchIEEE Access2020810895210897110.1109/ACCESS.2020.2998358
– reference: Hänel H, Schnellhardt T, Wenkler E, Nestler A, Brosius A, Corinth C, Fay A, Ihlenfeldt S (2020) The development of a Digital Twins for machining processes for the application in aerospace industry. Procedia CIRP 93:1399–1404. ISSN 2212-8271. https://doi.org/10.1016/j.procir.2020.04.017
– reference: Dignan J (2020) Smart cities in the time of climate change and Covid-19 need Digital Twinss. IET Smart Cities 2(3):109–110. https://doi.org/10.1049/iet-smc.2020.0071
– reference: Golse N, Joly F, Combari P et al (2021) Predicting the risk of post-hepatectomy portal hypertension using a digital twin: A clinical proof of concept. Journal of Hepatology 74(3):661–669. https://doi.org/10.1016/j.jhep.2020.10.036
– reference: Rienzo AD, Garzotto F, Cremonesi P, Frà C, Valla M (2015) Towards a smart retail environment. In: Adjunct Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers (UbiComp/ISWC’15 Adjunct). Association for Computing Machinery, New York, 779–782. https://doi.org/10.1145/2800835.2807955
– reference: Barat S et al (2019) An actor based simulation driven Digital Twins for analyzing complex business systems. 2019 Winter Simulation Conference (WSC). IEEE
– reference: Pérez JG, Toledo DG (2017) Cognitive analytics of smart cities: a case of Málaga city. In: Proceedings of the 18th Annual International Conference on Digital Government Research (dg.o ‘17). Association for Computing Machinery, New York, 616–617. https://doi.org/10.1145/3085228.3085265
– reference: Barricelli BR, Casiraghi E, Gliozzo J, Petrini A, Valtolina S (2020) Human digital twins for fitness management. IEEE Access 8:26637–26664. https://doi.org/10.1109/ACCESS.2020.2971576
– reference: Lindström D, Azodi OS, Wladis A, Tønnesen H, Linder S, Nåsell H, Ponzer S, Adami J (2008) Effects of a perioperative smoking cessation intervention on postoperative complications. Ann Surg 248(5):739–745. https://doi.org/10.1097/SLA.0b013e3181889d0d
– reference: Yang X, Lin X, Lin X (2019) Application of Apriori and FP-growth algorithms in soft examination data analysis[J]. Journal of Intelligent & Fuzzy Systems 37(1):425–432. https://doi.org/10.3233/JIFS-179097
– reference: Chinotaikul P, Vinayavekhin S, Practices (2020) Digital transformation in business and management research: bibliometric and co-word network analysis(IBDAP). 2020 1st International Conference on Big Data Analytics and Practices (IBDAP), Bangkok, Thailand, pp 1-5. https://doi.org/10.1109/IBDAP50342.2020.9245456
– reference: Laaki H, Miche Y, Tammi K (2019) Prototyping a Digital Twins for real time remote control over mobile networks: application of remote surgery. IEEE Access 7:20325–20336. https://doi.org/10.1109/ACCESS.2019.2897018
– reference: Saddik AE (2018) Digital Twins: the convergence of multimedia technologies. IEEE Multi Media 25(2):87–92. https://doi.org/10.1109/MMUL.2018.023121167
– reference: ShvedenkoVNVolkovAAA method for digital twins generation based on the aggregation of information objectsAutom Doc Math Linguist201953312212610.3103/S0005105519030038
– reference: Phanden RK, Sharma P, Dubey A (2020) A review on simulation in Digital Twins for aerospace, manufacturing and robotics. Mater Today Proc, ISSN 2214-7853. https://doi.org/10.1016/j.matpr.2020.06.446
– reference: Sensely Conversational AI to improve health and drive member engagement, [online] Available: http://www.sensely.com/#about
– reference: Susila N, Sruthi A, Usha S (2020) Impact of cloud security in Digital Twins. Advances in Computers, vol 117. Elsevier, Amsterdam, pp 247–2631
– reference: Trombin M, Pinna R, Musso M, Magnaghi E, De Marco M (2020) Mobility Management: From Traditional to People-Centric Approach in the Smart City. In: Elhoseny M, Hassanien A (eds) Emerging Technologies for Connected Internet of Vehicles and Intelligent Transportation System Networks. Studies in Systems, Decision and Control, vol 242. Springer, Cham. https://doi.org/10.1007/978-3-030-22773-9_11
– reference: RíosJMorateFMOlivaMHernándezJCFramework to support the aircraft digital counterpart concept with an industrial design viewInt J Agile Syst Manag20169321223110.1504/IJASM.2016.079934
– reference: Ahmadi-Assalemi G, Al-Khateeb H, Maple C et al (2020) Digital twins for precision healthcare. In: Jahankhani H, Kendzierskyj S, Chelvachandran N, Ibarra J (eds) Cyber defence in the Age of AI, Smart Societies and Augmented Humanity. Advanced Sciences and Technologies for Security Applications. Springer, Cham, pp 133–158. https://doi.org/10.1007/978-3-030-35746-7_8
– reference: De Luca L (2020) Towards the Semantic-aware 3D Digitisation of Architectural Heritage: The ”Notre-Dame de Paris” Digital Twins Project. Proceedings of the 2nd Workshop on Structuring and Understanding of Multimedia Heritage Contents
– reference: Du X, Liporace D, Varde AS (2017) Urban legislation assessment by data analytics with smart city characteristics. 2017 IEEE 8th Annual Ubiquitous Computing, Electronics and Mobile Communication Conference (UEMCON), pp 20–25. https://doi.org/10.1109/UEMCON.2017.8248972
– reference: Bachelor G, Brusa E, Ferretto D, Mitschke A (2020)Model-based design of complex aeronautical systems through digital twins and thread concepts. IEEE Syst J 14(2):1568–1579. https://doi.org/10.1109/JSYST.2019.2925627
– reference: Exploring the possibilities offered by digital twins in medical technology, Background Information for Radiological Society of North Amercia (RSNA) Convention 2018 Erlangen, November 2018
– reference: Reifsnider K, Majumdar P (2013) Multiphysics stimulated simulation Digital Twins methods for fleet management. In: 54th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, p 1578
– reference: Villanueva FJ, Aceña O, Dorado J, Cantarero R, Bermejo JF, Rubio A (2020) On building support of Digital Twins concept for smart spaces. 2020 IEEE International Conference on Human-Machine Systems (ICHMS), Rome, Italy, pp 1–4. https://doi.org/10.1109/ICHMS49158.2020.9209384
– reference: Glaessgen E, Stargel D (2012) The Digital Twins paradigm for future NASA and US Air Force vehicles. In: 53rd AIAA/ASME/ASCE/AHS/ASC structures, structural dynamics and materials conference 20th AIAA/ASME/AHS adaptive structures conference 14th AIAA, p 1818
– reference: Uhlemann TH-J, Steinhilper CLR (2017) The Digital Twins: realizing the cyber-physical production system for industry 4.0. Procedia CIRP 61:335–340, ISSN2212–8271.https://doi.org/10.1016/j.procir.2016.11.152
– reference: Xue F, Lu W, Chen Z, Webster CJ (2020) From LiDAR point cloud towards Digital Twins city: Clustering city objects based on Gestalt principles. ISPRS J Photogramm Remote Sens 167:418-431, ISSN 0924-2716. https://doi.org/10.1016/j.isprsjprs.2020.07.020
– reference: Agalianos K, Ponis ST, Aretoulaki E, Plakas G, Efthymiou O (2020) Discrete event simulation and Digital Twins: review and challenges for logistics. Procedia Manufacturing 51:1636–1641. https://doi.org/10.1016/j.promfg.2020.10.228
– reference: Morris MR, Inkpen K, Venolia G (2014) Remote shopping advice: enhancing in-store shopping with social technologies. In Proceedings of the 17th ACM conference on Computer supported cooperative work & social computing (CSCW ‘14). Association for Computing Machinery, New York, 662–673. https://doi.org/10.1145/2531602.2531707
– reference: Filip Benes J, Svub P, Stasa J, Bohm J, Rhee, Vojtech L (2017) Novel approach to shopping experience. In: Proceedings of the 14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous 2017). Association for Computing Machinery, New York, 525–526. https://doi.org/10.1145/3144457.3144516
– reference: Karakra A, Fontanili F, Lamine E, Lamothe J, Taweel A, Applications (2018) (AICCSA), Aqaba, pp 1–6. https://doi.org/10.1109/AICCSA.2018.8612796
– reference: Kawabe K, Yamamoto Y, Tsuruta S, Damiani E, Yoshitaka A, Mizuno Y (2013) Digital eco-system for online shopping. In: Proceedings of the Fifth International Conference on Management of Emergent Digital EcoSystems (MEDES ‘13). Association for Computing Machinery, New York, 33–39. https://doi.org/10.1145/2536146.2536178
– reference: Stark R, Damerau T (2019) Digital Twins [M]. CIRP Encyclopedia of Production Engineering. Springer, Berlin, Heidelberg, pp 1–8
– reference: Bagaria N, Laamarti F, Badawi HF, Albraikan A, Martinez Velazquez R, El Saddik A (2020) Health 4.0: Digital twins for health and well-being. In: El Saddik A, Hossain M, Kantarci B (eds) Connected Health in Smart Cities. Springer, Cham. https://doi.org/10.1007/978-3-030-27844-1_7
– reference: Salinger SJ, Kapteyn MG, Kays C, Pretorius JVR, Willcox KE (2020) A hardware testbed for dynamic data-driven aerospace Digital Twins. In: Darema F, Blasch E, Ravela S, Aved A (eds) Dynamic Data Driven Applications Systems. DDDAS 2020. Lecture Notes in Computer Science, vol 12312. Springer, Cham. https://doi.org/10.1007/978-3-030-61725-7_7
– reference: Tuegel E (2012) The airframe Digital Twins: some challenges to realization. In: 53rd AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference 20th AIAA/ASME/AHS Adaptive Structures Conference 14th AIAA, p 1812
– reference: Duan W, Nasiri R, Karamizadeh S (2019) Smart City Concepts and Dimensions. In: Proceedings of the 2019 7th International Conference on Information Technology: IoT and Smart City (ICIT 2019). Association for Computing Machinery, New York, 488–492. https://doi.org/10.1145/3377170.3377189
– reference: Svítek M, Skobelev P, Kozhevnikov S (2020) Smart City 5.0 as an Urban Ecosystem of Smart Services. In: Borangiu T, Trentesaux D, Leitão P, Giret Boggino A, Botti V (eds) Service Oriented, Holonic and Multi-agent Manufacturing Systems for Industry of the Future. SOHOMA 2019. Studies in Computational Intelligence, vol 853. Springer, Cham. https://doi.org/10.1007/978-3-030-27477-1_33
– reference: Bouzguenda S, Alalouch C, Fava N (2019) Towards smart sustainable cities: A review of the role digital citizen participation could play in advancing social sustainability. Sustain Cities Soc 50:101627, ISSN 2210-6707. https://doi.org/10.1016/j.scs.2019.101627
– reference: Park J, Dayarian I, Montreuil B (2020) Showcasing optimization in omnichannel retailing. Eur Oper Res. ISSN0377–2217. https://doi.org/10.1016/j.ejor.2020.03.081
– ident: 12536_CR65
  doi: 10.1007/978-3-030-27477-1_33
– ident: 12536_CR22
  doi: 10.1145/3377170.3377189
– ident: 12536_CR17
  doi: 10.1145/2912160.2912205
– ident: 12536_CR34
  doi: 10.1145/2536146.2536178
– ident: 12536_CR41
  doi: 10.1016/j.future.2020.03.039
– ident: 12536_CR6
  doi: 10.1109/JSYST.2019.2925627
– ident: 12536_CR70
  doi: 10.1109/DCNAIR50402.2020.9216776
– ident: 12536_CR55
  doi: 10.1109/IS.2018.8710517
– ident: 12536_CR59
  doi: 10.1007/s38312-019-0043-6
– ident: 12536_CR3
  doi: 10.1016/j.landusepol.2020.105201
– ident: 12536_CR57
  doi: 10.1007/978-3-030-61725-7_7
– ident: 12536_CR67
  doi: 10.1007/978-3-030-22773-9_11
– ident: 12536_CR28
  doi: 10.2514/6.2012-1818
– ident: 12536_CR80
  doi: 10.1145/3325112.3325236
– ident: 12536_CR76
  doi: 10.1109/TNNLS.2019.2899936
– volume: 107
  start-page: 1927
  year: 2020
  ident: 12536_CR82
  publication-title: Int J Adv Manuf Technol
  doi: 10.1007/s00170-020-05056-9
– ident: 12536_CR77
  doi: 10.1109/TNNLS.2020.3045492
– ident: 12536_CR14
  doi: 10.1109/UCC.2014.136
– volume: 6
  start-page: 54
  year: 2019
  ident: 12536_CR5
  publication-title: ATZ Prod Worldw
  doi: 10.1007/s38312-019-0012-0
– volume: 107
  start-page: 4687
  year: 2020
  ident: 12536_CR72
  publication-title: Int J Adv Manuf Technol
  doi: 10.1007/s00170-020-05314-w
– ident: 12536_CR78
  doi: 10.3233/JIFS-179097
– ident: 12536_CR48
  doi: 10.1016/j.matpr.2020.06.446
– volume: 9
  start-page: 212
  issue: 3
  year: 2016
  ident: 12536_CR52
  publication-title: Int J Agile Syst Manag
  doi: 10.1504/IJASM.2016.079934
– ident: 12536_CR38
  doi: 10.1097/SLA.0b013e3181889d0d
– ident: 12536_CR8
  doi: 10.1109/WSC40007.2019.9004694
– ident: 12536_CR25
  doi: 10.1145/3144457.3144516
– volume: 94
  start-page: 3563
  issue: 9–12
  year: 2018
  ident: 12536_CR24
  publication-title: Int J Adv Manuf Syst
– ident: 12536_CR33
  doi: 10.1109/AICCSA.2018.8612796
– ident: 12536_CR12
  doi: 10.1016/j.scs.2019.101627
– volume: 7
  start-page: 13
  year: 2020
  ident: 12536_CR74
  publication-title: Adv Model and Simul in Eng Sci
  doi: 10.1186/s40323-020-00147-4
– ident: 12536_CR50
  doi: 10.2514/6.2013-1578
– ident: 12536_CR63
  doi: 10.1007/978-3-642-35950-7_16870-1
– ident: 12536_CR45
  doi: 10.1109/VS-GAMES.2017.8056598
– ident: 12536_CR15
  doi: 10.1016/B978-0-12-818636-7.00017-2
– ident: 12536_CR18
  doi: 10.1007/978-3-030-29996-5_49
– ident: 12536_CR68
  doi: 10.2514/6.2012-1812
– ident: 12536_CR4
  doi: 10.1109/TIMES-iCON47539.2019.9024430
– volume: 64
  start-page: S45
  year: 2019
  ident: 12536_CR11
  publication-title: Sleep Med
  doi: 10.1016/j.sleep.2019.11.124
– ident: 12536_CR27
  doi: 10.1016/j.future.2020.09.010
– ident: 12536_CR21
  doi: 10.1109/ICRMS.2016.8050073
– ident: 12536_CR81
  doi: 10.1109/ICITM.2017.7917906
– ident: 12536_CR31
  doi: 10.1016/j.procir.2020.04.017
– volume: 5
  start-page: 92
  issue: 4
  year: 2019
  ident: 12536_CR79
  publication-title: J Open Innov Technol Mark Complex
  doi: 10.3390/joitmc5040092
– ident: 12536_CR53
  doi: 10.1145/2800835.2807955
– ident: 12536_CR73
  doi: 10.1016/j.procs.2017.09.003
– volume: 10
  start-page: 1189
  issue: 3
  year: 2019
  ident: 12536_CR30
  publication-title: J Ambient Intell Humaniz Comput
  doi: 10.1007/s12652-018-0953-6
– ident: 12536_CR40
  doi: 10.1016/j.jmsy.2020.04.014
– ident: 12536_CR54
  doi: 10.1145/3387940.3392195
– ident: 12536_CR13
  doi: 10.1109/IBDAP50342.2020.9245456
– ident: 12536_CR1
  doi: 10.1016/j.promfg.2020.10.228
– ident: 12536_CR19
  doi: 10.1049/iet-smc.2020.0071
– ident: 12536_CR36
  doi: 10.1109/ACCESS.2019.2897018
– ident: 12536_CR61
– ident: 12536_CR64
  doi: 10.1016/bs.adcom.2019.09.005
– ident: 12536_CR43
  doi: 10.1145/2531602.2531707
– ident: 12536_CR69
  doi: 10.1016/j.procir.2016.11.152
– ident: 12536_CR46
  doi: 10.1016/j.ejor.2020.03.081
– ident: 12536_CR49
  doi: 10.1145/3387940.3392199
– ident: 12536_CR56
  doi: 10.1109/MMUL.2018.023121167
– ident: 12536_CR42
  doi: 10.1145/3047273.3047386
– volume: 8
  start-page: 108952
  year: 2020
  ident: 12536_CR26
  publication-title: IEEE Access
  doi: 10.1109/ACCESS.2020.2998358
– ident: 12536_CR60
– volume: 12
  start-page: 4
  year: 2020
  ident: 12536_CR10
  publication-title: Genome Med
  doi: 10.1186/s13073-019-0701-3
– ident: 12536_CR20
  doi: 10.1109/UEMCON.2017.8248972
– ident: 12536_CR58
– ident: 12536_CR2
  doi: 10.1007/978-3-030-35746-7_8
– ident: 12536_CR47
  doi: 10.1145/3085228.3085265
– ident: 12536_CR51
  doi: 10.1145/2909132.2926087
– ident: 12536_CR71
  doi: 10.1109/ICHMS49158.2020.9209384
– ident: 12536_CR16
  doi: 10.1145/3423323.3423415
– volume: 15
  start-page: 2405
  issue: 4
  year: 2018
  ident: 12536_CR66
  publication-title: IEEE Trans Industr Inf
  doi: 10.1109/TII.2018.2873186
– ident: 12536_CR23
– ident: 12536_CR37
  doi: 10.1109/ACCESS.2020.2999871
– volume: 6
  start-page: 33
  year: 2019
  ident: 12536_CR35
  publication-title: Fash Text
  doi: 10.1186/s40691-019-0187-z
– ident: 12536_CR39
  doi: 10.1109/ACCESS.2019.2909828
– ident: 12536_CR75
  doi: 10.1016/j.isprsjprs.2020.07.020
– ident: 12536_CR7
  doi: 10.1007/978-3-030-27844-1_7
– ident: 12536_CR29
  doi: 10.1016/j.jhep.2020.10.036
– ident: 12536_CR44
– ident: 12536_CR32
  doi: 10.1109/GloSIC50886.2020.9267879
– volume: 53
  start-page: 122
  issue: 3
  year: 2019
  ident: 12536_CR62
  publication-title: Autom Doc Math Linguist
  doi: 10.3103/S0005105519030038
– ident: 12536_CR9
  doi: 10.1109/ACCESS.2020.2971576
SSID ssj0016524
Score 2.529746
Snippet With the development of science and technology, the high-tech industry is developing rapidly, and various new-age technologies continue to appear, and Digital...
SourceID swepub
pubmedcentral
proquest
pubmed
crossref
springer
SourceType Open Access Repository
Aggregation Database
Index Database
Enrichment Source
Publisher
StartPage 26941
SubjectTerms 1202: Multimedia Tools for Digital Twin
Aerospace
Commercial spacecraft
Computer Communication Networks
Computer Science
Data Structures and Information Theory
Development of science and technologies
Digital modeling
Digital Twins
High tech industry
Hotspots
Industrial development
Industrial production
Industry
Interactive technology
Logistics
Medicine
Multimedia Information Systems
New age
Personalized medicine
Personalized medicines
Real-world
Special Purpose and Application-Based Systems
Virtual reality
Virtual worlds
SummonAdditionalLinks – databaseName: Open Access Journals from Springer Nature
  dbid: C6C
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV3Nb9MwFH9i48IOA8rYAgMZCU5gLfFX7GPVMVVI22lDvVmO7Y1IU4poK_59_NIkpSuaxNmOnbwPvee8598P4CMLQRleVDSvWKTIaEwrBARIsUe4UrsYAv7vuLxS0xvxbSZnHUwO3oV5UL8_W6TwJBjFnvMUirmicg-eyoKXSNMwUZOhYqBkR2Crc5qiYNFdkPn3GttBaCez3G2QHKqkDxBF2yh08QIOu_SRjNf6fglPYjOC5z01A-k8dQQHf-EMvoKz8aZMTea35Ly-Q64Qcv27bhakbkjfVkjahrbFEdxcfL2eTGnHlEB9SpiWlBlf6FgWjntvpCvLinuuvbzNZSVlCF5HZsqgAysC49F4znAwHVZKFRES8TXsN_MmngBJ5w-W1BS18lpIHlxIITzk0uWVc8mDMyh60VnfwYgjm8W93QAgo7htErdtxW1lBp-HZ36uQTQenX3aa8R2DrWwTJmUeGEym8GHYTi5AtY3XBPnK5zTsi4JYTI4Xitw2A55CBHNLINyS7XDBITZ3h5p6h8t3LbWkhnBMvjSG8HmtR77ik9rQ9na4bz-PrbJvu1qZYUyShRv_m_Zt_CMoSG3LYinsL_8tYrvUlq0rN63_vAHmQAATQ
  priority: 102
  providerName: Springer Nature
Title Application of Digital Twins in multiple fields
URI https://link.springer.com/article/10.1007/s11042-022-12536-5
https://www.ncbi.nlm.nih.gov/pubmed/35194381
https://www.proquest.com/docview/2691599916
https://www.proquest.com/docview/2632147449
https://pubmed.ncbi.nlm.nih.gov/PMC8852942
https://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-469641
Volume 81
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1Rb9MwED6x9gUegA0Yga0KEjyBtcSJHecJpV27CUSF0IrGk5XY3oiEkrG24u_jS5x03aS-JA925Ni-85195-8DeE-15mkUFiQoqCHIaEwKBASwtifOE5EbrfG849ucny_iL5fs0h24LV1aZbcmNgu1rhWekZ9QnlrLi97M55u_BFmjMLrqKDT2YGiXYCEGMBxP599_9HEEzhytrQiItY2huzbTXp4L8WoKZrNbIx9xwrZN0wN_82HaZB87vYcz2tim2XN46pxKP2ulYB8emeoAnnWEDb7T3wN4cgd98AWcZJvgtV9f-aflNTKI-Bf_ymrpl5XfJRv6TZrb8iUsZtOLyTlx_AlEWTdqRWiqQmGSMI-USlmeJEWkIqHYVcAKxrRWwtA00ULTUNPIpCqiWGi3MAk3CJT4CgZVXZnX4NtdCbWTZwRXImaRzrU17DpgeVDkudVrD8Ju6KRy4OLIcfFHbmCRcbilHW7ZDLdkHnzsv7lpoTV21j7qZkQ6NVvKjVB48K4vtgqCUY-8MvUa6zRcTHGcenDYTmDfHLITIsaZB8nW1PYVEHx7u6Qqfzcg3EIwmsbUg0-dEGx-a1cvPrSCstXCafkzk_XttVyvZcxTHodvdvf2LTymKLhNIuIRDFa3a3NsnaNVMYI9MTsbwTCbjcdzfJ_9-jodOb2wpRM-sc8Fzf4DWewO3A
linkProvider ProQuest
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9QwEB6VcgAOFMortICR6AmsJnacOIeqWrEsW_o4bVFvrmO7JRJKSndXFX-K34gnr2WptLee7cTJeOwZe2a-D-ADszbJeJTTMGeOIqMxzREQwNueWKdSO2vxvuP4JBmfxt_OxNka_OlqYTCtstsT643aVgbvyHdZknnLi97M_tUviqxRGF3tKDQatTh0v2_8kW26dzD087vD2OjL5POYtqwC1HjnYkZZZiLp0khzYzKh0zTnhksjLkKRC2GtkY5lqZWWRZZxlxnOsNE79mniED7Qv_ce3I-5t-RYmT762kctEtGS6MqQeksctUU6TalehIUwmDvvXQqeULFsCG95t7eTNPtI7X-oprUlHD2Bx60LSwaNzj2FNVduwkZHD0Ha3WITHv2DdfgMdgeLUDmpLsiwuES-EjK5KcopKUrSpTaSOqlu-hxO70SuL2C9rEr3Cog_AzGvKk4mRsaCW229G2FDocNca7-LBBB1olOmhTJHRo2fagHCjOJWXtyqFrcSAXzsn7lqgDxW9t7uZkS1i3qqFioYwPu-2S9HjLHo0lVz7FMzP8VxFsDLZgL74ZALERHVAkiXprbvgFDfyy1l8aOG_JZSsCxmAXzqlGDxWav-YqdRlKURhsX3gaquL9V8ruIkS-Lo9eq_fQcPxpPjI3V0cHK4BQ8ZKnGdArkN67PruXvj3bJZ_rZeCwTO73rx_QW9LkQi
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV3fb9MwED6NTkLsgcGALWyAkdgTWE2c2HEeECp01cagmtCG9mYS290ioWSsrSb-Nf46fPlVyqS-7dlOnJzvfGff-fsA3jBjRBIGGfUzZikyGtMMAQGc74nSWKbWGDzv-DoWh2fR53N-vgZ_2rswWFbZronVQm1KjWfkfSYS53kxmulPmrKIk-How9UvigxSmGlt6TRqFTm2v2_c9m36_mjo5nqfsdHB6adD2jAMUO0CjRlliQ6kjYM01DrhaRxnoQ6l5hOfZ5wbo6VlSWykYYFhoU10yLDRBfmxsAgl6N57D9Zj3BX1YP3jwfjkW5fDELyh1JU-dX45aK7s1Bf3ArwWg5X0LsAIBeXLbvFWrHu7ZLPL2_6HcVr5xdEjeNgEtGRQa-BjWLPFFmy2ZBGkWTu2YOMf5MMn0B8sEueknJBhfoHsJeT0Ji-mJC9IW-hIqhK76VM4uxPJPoNeURZ2B4jbETGnOFYKLSMemtS4oML4PPWzNHVrigdBKzqlG2Bz5Nf4qRaQzChu5cStKnEr7sHb7pmrGtZjZe-9dkZUY-JTtVBID153zc44MeOSFracY5-KByqKEg-26wnshkNmRMRX8yBemtquAwJ_L7cU-WUFAC4lZ0nEPHjXKsHis1b9xX6tKEsjDPPvA1VeX6j5XEUiEVHwfPXfvoL7zvDUl6Px8S48YKjDVT3kHvRm13P7wsVos-xlYwwEfty1_f0FkCJJtA
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Application+of+Digital+Twins+in+multiple+fields&rft.jtitle=Multimedia+tools+and+applications&rft.au=Guo%2C+Jinkang&rft.au=Lv%2C+Zhihan&rft.date=2022-08-01&rft.issn=1380-7501&rft.spage=1&rft_id=info:doi/10.1007%2Fs11042-022-12536-5&rft_id=info%3Apmid%2F35194381&rft.externalDocID=35194381
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1380-7501&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1380-7501&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1380-7501&client=summon