An architecture to facilitate the integration of human workers in Industry 4.0 environments

While Industry 4.0 research has predominantly focussed on the connection of machines and digital systems and solutions, it is important to consider the role of human workers within the envisaged Industry 4.0 environments. This paper presents the concept of a digital administration shell to support t...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:International journal of production research Jg. 60; H. 15; S. 4778 - 4796
Hauptverfasser: Sparrow, D. E., Kruger, K., Basson, A. H.
Format: Journal Article
Sprache:Englisch
Veröffentlicht: London Taylor & Francis 03.08.2022
Taylor & Francis LLC
Schlagworte:
ISSN:0020-7543, 1366-588X
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Abstract While Industry 4.0 research has predominantly focussed on the connection of machines and digital systems and solutions, it is important to consider the role of human workers within the envisaged Industry 4.0 environments. This paper presents the concept of a digital administration shell to support the integration of humans in Industry 4.0 environments and an architecture for the development of such an administration shell. The Biography-Attributes-Schedule-Execution (BASE) architecture builds on holonic systems principles and is guided by the requirements and responsibilities of the Resource Holon, as developed in the Holonic Manufacturing Systems paradigm. The functionality and value of the BASE architecture administration shell is demonstrated by means of a case study implementation.
AbstractList While Industry 4.0 research has predominantly focussed on the connection of machines and digital systems and solutions, it is important to consider the role of human workers within the envisaged Industry 4.0 environments. This paper presents the concept of a digital administration shell to support the integration of humans in Industry 4.0 environments and an architecture for the development of such an administration shell. The Biography-Attributes-Schedule-Execution (BASE) architecture builds on holonic systems principles and is guided by the requirements and responsibilities of the Resource Holon, as developed in the Holonic Manufacturing Systems paradigm. The functionality and value of the BASE architecture administration shell is demonstrated by means of a case study implementation.
Author Sparrow, D. E.
Kruger, K.
Basson, A. H.
Author_xml – sequence: 1
  givenname: D. E.
  surname: Sparrow
  fullname: Sparrow, D. E.
  organization: Department of Mechanical and Mechatronic Engineering, Stellenbosch University
– sequence: 2
  givenname: K.
  orcidid: 0000-0003-0932-2850
  surname: Kruger
  fullname: Kruger, K.
  email: kkruger@sun.ac.za
  organization: Department of Mechanical and Mechatronic Engineering, Stellenbosch University
– sequence: 3
  givenname: A. H.
  orcidid: 0000-0001-7998-330X
  surname: Basson
  fullname: Basson, A. H.
  organization: Department of Mechanical and Mechatronic Engineering, Stellenbosch University
BookMark eNqFkE9LJDEQxYO44OjuRxACnntMOkl3D14U8R8IXnZhYQ-hOkk7cXsSraSV-fabZtyLB61LUdR7VbzfIdkPMThCjjlbctaxU8Zq1iopljWr-ZKvRNvKdo8suGiaSnXd732ymDXVLDoghyk9sVKqkwvy5yJQQLP22Zk8oaM50gGMH32GXKa1oz5k94iQfQw0DnQ9bSDQt4h_HaaypHfBTinjlsoloy68eoxh40JO38m3Acbkfrz3I_Lr-urn5W11_3Bzd3lxXxmxUrlyULt-1cjWgLBMKKil6IU0LQMJyllZllbaXvW2tV0HpTVs4E1fqxW3_SCOyMnu7jPGl8mlrJ_ihKG81HXLOJ-ziqI626kMxpTQDdrMGUuqjOBHzZmeaer_NPVMU7_TLG71wf2MfgO4_dJ3vvP5METcQOE2Wp1hO0YcEILxSYvPT_wDZImOlA
CitedBy_id crossref_primary_10_1016_j_ifacol_2022_04_220
crossref_primary_10_3389_frai_2023_1241522
crossref_primary_10_3390_robotics12030084
crossref_primary_10_1016_j_compind_2024_104230
crossref_primary_10_3390_su151310169
crossref_primary_10_1016_j_ifacol_2022_04_230
crossref_primary_10_3390_su15065528
crossref_primary_10_1109_ACCESS_2024_3359902
crossref_primary_10_1007_s12652_023_04598_6
crossref_primary_10_1080_00207543_2022_2152894
crossref_primary_10_25130_tjaes_19_64_1_16
crossref_primary_10_1080_00207543_2021_2010826
crossref_primary_10_1016_j_jclepro_2023_138369
crossref_primary_10_1016_j_jmsy_2025_05_019
crossref_primary_10_1016_j_compbiomed_2024_109073
Cites_doi 10.17265/2159-5313/2016.09.003
10.1007/s10111-011-0191-6
10.1016/j.ifacol.2016.11.115
10.1080/00207543.2020.1722324
10.1016/j.eng.2019.07.015
10.1016/j.ifacol.2018.08.474
10.1016/j.jmsy.2020.01.002
10.1007/s12599-014-0334-4
10.1109/TSMCC.2004.826272
10.1006/jmla.1996.0014
10.1007/978-3-030-03003-2_1
10.1109/ISRCS.2013.6623769
10.1016/S0166-3615(98)00102-X
10.1016/j.compind.2005.05.005
10.1109/ACCESS.2020.2971576
10.1016/j.mfglet.2014.12.001
10.1007/978-1-84800-267-8_20
10.1080/0951192X.2019.1690683
10.1016/B978-0-12-803662-4.00003-5
10.1016/j.cie.2017.05.014
10.1177/1541931218621103
10.1007/978-1-84628-752-7_7
10.1080/00207543.2020.1798035
10.1016/j.ifacol.2018.08.253
10.1080/0951192X.2019.1571231
10.1016/j.cie.2018.12.047
10.1007/978-3-030-27477-1_7
10.1007/978-3-030-69373-2_21
10.1007/978-3-662-05624-0_13
ContentType Journal Article
Copyright 2021 Informa UK Limited, trading as Taylor & Francis Group 2021
2021 Informa UK Limited, trading as Taylor & Francis Group
Copyright_xml – notice: 2021 Informa UK Limited, trading as Taylor & Francis Group 2021
– notice: 2021 Informa UK Limited, trading as Taylor & Francis Group
DBID AAYXX
CITATION
7SC
8FD
F28
FR3
JQ2
L7M
L~C
L~D
DOI 10.1080/00207543.2021.1937747
DatabaseName CrossRef
Computer and Information Systems Abstracts
Technology Research Database
ANTE: Abstracts in New Technology & Engineering
Engineering Research Database
ProQuest Computer Science Collection
Advanced Technologies Database with Aerospace
Computer and Information Systems Abstracts – Academic
Computer and Information Systems Abstracts Professional
DatabaseTitle CrossRef
Technology Research Database
Computer and Information Systems Abstracts – Academic
ProQuest Computer Science Collection
Computer and Information Systems Abstracts
Engineering Research Database
Advanced Technologies Database with Aerospace
ANTE: Abstracts in New Technology & Engineering
Computer and Information Systems Abstracts Professional
DatabaseTitleList
Technology Research Database
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
EISSN 1366-588X
EndPage 4796
ExternalDocumentID 10_1080_00207543_2021_1937747
1937747
Genre Research Article
GroupedDBID -~X
.7F
.QJ
0BK
0R~
29J
2DF
30N
4.4
5GY
5VS
8VB
A8Z
AAENE
AAGDL
AAHIA
AAJMT
AALDU
AAMIU
AAPUL
AAQRR
ABCCY
ABFIM
ABHAV
ABJNI
ABLIJ
ABPAQ
ABPEM
ABTAI
ABXUL
ABXYU
ACGEJ
ACGFO
ACGFS
ACGOD
ACIWK
ACNCT
ACTIO
ADCVX
ADGTB
ADXPE
AEGXH
AEISY
AEMOZ
AENEX
AEOZL
AEPSL
AEYOC
AFKVX
AFRVT
AGDLA
AGMYJ
AHDZW
AHQJS
AIAGR
AIJEM
AIYEW
AJWEG
AKBVH
AKOOK
AKVCP
ALMA_UNASSIGNED_HOLDINGS
ALQZU
AQRUH
AQTUD
AVBZW
AWYRJ
BLEHA
CCCUG
CE4
CS3
DGEBU
DKSSO
DU5
EBD
EBE
EBO
EBR
EBS
EBU
EMK
EPL
ESTFP
E~A
E~B
GTTXZ
H13
HF~
HZ~
H~9
H~P
I-F
IPNFZ
J.P
K1G
KYCEM
LJTGL
M4Z
ML~
NA5
NX~
O9-
P2P
PQQKQ
QWB
RIG
RNANH
ROSJB
RTWRZ
S-T
SNACF
TASJS
TBQAZ
TDBHL
TEN
TFL
TFT
TFW
TH9
TN5
TNC
TTHFI
TUROJ
TWF
UT5
UU3
ZGOLN
ZL0
~S~
AAYXX
CITATION
7SC
8FD
F28
FR3
JQ2
L7M
L~C
L~D
ID FETCH-LOGICAL-c395t-ea2eb9647ca3d035a243b34c70a4a5ed4b96d4db5bd7d88abd760f16b2591dbf3
IEDL.DBID TFW
ISICitedReferencesCount 23
ISICitedReferencesURI http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000659758100001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN 0020-7543
IngestDate Sun Jul 27 15:00:43 EDT 2025
Sat Nov 29 05:36:21 EST 2025
Tue Nov 18 22:16:39 EST 2025
Mon Oct 20 23:47:38 EDT 2025
IsPeerReviewed true
IsScholarly true
Issue 15
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c395t-ea2eb9647ca3d035a243b34c70a4a5ed4b96d4db5bd7d88abd760f16b2591dbf3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ORCID 0000-0003-0932-2850
0000-0001-7998-330X
PQID 2701100053
PQPubID 30924
PageCount 19
ParticipantIDs crossref_primary_10_1080_00207543_2021_1937747
informaworld_taylorfrancis_310_1080_00207543_2021_1937747
proquest_journals_2701100053
crossref_citationtrail_10_1080_00207543_2021_1937747
PublicationCentury 2000
PublicationDate 2022-08-03
PublicationDateYYYYMMDD 2022-08-03
PublicationDate_xml – month: 08
  year: 2022
  text: 2022-08-03
  day: 03
PublicationDecade 2020
PublicationPlace London
PublicationPlace_xml – name: London
PublicationTitle International journal of production research
PublicationYear 2022
Publisher Taylor & Francis
Taylor & Francis LLC
Publisher_xml – name: Taylor & Francis
– name: Taylor & Francis LLC
References Golan M. (CIT0009) 2019; 58
CIT0032
CIT0031
Derigent W. (CIT0006) 2020; 22
Gerber C. (CIT0008) 1999
Rother M. (CIT0033) 2009
CIT0036
Baheti R. (CIT0001) 2011; 12
CIT0037
CIT0039
CIT0041
CIT0040
CIT0043
CIT0042
CIT0045
CIT0044
Simon H. A. (CIT0038) 1997; 112
Kahneman D. (CIT0015) 2011
CIT0003
CIT0047
CIT0002
CIT0046
CIT0005
CIT0049
CIT0004
CIT0048
CIT0007
CIT0050
Loch F. (CIT0022) 2018; 51
CIT0010
CIT0012
CIT0011
Ruppert T. (CIT0034) 2018; 8
Riva G. (CIT0030) 2005
CIT0014
CIT0013
CIT0016
CIT0018
CIT0017
CIT0019
CIT0021
CIT0020
CIT0023
Sanders M. S. (CIT0035) 1993
CIT0025
CIT0024
CIT0027
CIT0026
CIT0029
CIT0028
References_xml – ident: CIT0040
– ident: CIT0044
  doi: 10.17265/2159-5313/2016.09.003
– ident: CIT0007
  doi: 10.1007/s10111-011-0191-6
– ident: CIT0036
  doi: 10.1016/j.ifacol.2016.11.115
– ident: CIT0014
  doi: 10.1080/00207543.2020.1722324
– ident: CIT0011
– ident: CIT0013
  doi: 10.1016/j.eng.2019.07.015
– ident: CIT0016
  doi: 10.1016/j.ifacol.2018.08.474
– ident: CIT0005
  doi: 10.1016/j.jmsy.2020.01.002
– ident: CIT0048
– volume-title: Ambient Intelligence: The Evolution of Technology, Communication and Cognition Towards the Future of Human-Computer Interaction
  year: 2005
  ident: CIT0030
– volume-title: Human Factors in Engineering and Design
  year: 1993
  ident: CIT0035
– ident: CIT0025
– ident: CIT0018
  doi: 10.1007/s12599-014-0334-4
– ident: CIT0049
  doi: 10.1109/TSMCC.2004.826272
– ident: CIT0050
  doi: 10.1006/jmla.1996.0014
– ident: CIT0045
  doi: 10.1007/978-3-030-03003-2_1
– ident: CIT0031
  doi: 10.17265/2159-5313/2016.09.003
– ident: CIT0029
  doi: 10.1109/ISRCS.2013.6623769
– volume: 58
  start-page: 1
  year: 2019
  ident: CIT0009
  publication-title: International Journal of Production Research
– ident: CIT0047
  doi: 10.1016/S0166-3615(98)00102-X
– volume: 22
  start-page: 231
  year: 2020
  ident: CIT0006
  publication-title: Journal of Intelligent Manufacturing
– start-page: 52
  volume-title: Agents with Adjustable Autonomy: Papers from the 1999 Spring Symposium
  year: 1999
  ident: CIT0008
– ident: CIT0021
  doi: 10.1016/j.compind.2005.05.005
– ident: CIT0002
  doi: 10.1109/ACCESS.2020.2971576
– ident: CIT0032
– ident: CIT0019
– ident: CIT0020
  doi: 10.1016/j.mfglet.2014.12.001
– ident: CIT0026
  doi: 10.1007/978-1-84800-267-8_20
– volume-title: Toyota Kata: Managing People for Improvement, Adaptiveness and Superior Results
  year: 2009
  ident: CIT0033
– volume-title: Thinking, Fast and Slow
  year: 2011
  ident: CIT0015
– ident: CIT0010
  doi: 10.1080/0951192X.2019.1690683
– ident: CIT0023
– ident: CIT0046
  doi: 10.1016/B978-0-12-803662-4.00003-5
– volume: 51
  start-page: 60
  issue: 11
  year: 2018
  ident: CIT0022
  publication-title: Proceedings of the 16th IFAC Symposium on Information Control Problems in Manufacturing. IFAC-PapersOnLine
– ident: CIT0027
  doi: 10.1016/j.cie.2017.05.014
– volume: 112
  start-page: F386
  issue: 480
  year: 1997
  ident: CIT0038
  publication-title: The Economic Journal
– ident: CIT0041
– ident: CIT0004
  doi: 10.1177/1541931218621103
– volume: 12
  start-page: 161
  issue: 1
  year: 2011
  ident: CIT0001
  publication-title: The Impact of Control Technology
– ident: CIT0039
  doi: 10.1007/978-1-84628-752-7_7
– ident: CIT0037
  doi: 10.17265/2159-5313/2016.09.003
– ident: CIT0012
  doi: 10.1080/00207543.2020.1798035
– ident: CIT0003
  doi: 10.1016/j.ifacol.2018.08.253
– ident: CIT0017
  doi: 10.1080/0951192X.2019.1571231
– ident: CIT0028
  doi: 10.1016/j.cie.2018.12.047
– ident: CIT0042
  doi: 10.1007/978-3-030-27477-1_7
– ident: CIT0043
  doi: 10.1007/978-3-030-69373-2_21
– ident: CIT0024
  doi: 10.1007/978-3-662-05624-0_13
– volume: 8
  start-page: 1
  issue: 9
  year: 2018
  ident: CIT0034
  publication-title: Applied Sciences (Switzerland)
SSID ssj0000584
Score 2.4749734
Snippet While Industry 4.0 research has predominantly focussed on the connection of machines and digital systems and solutions, it is important to consider the role of...
SourceID proquest
crossref
informaworld
SourceType Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 4778
SubjectTerms Biographies
cyber-physical systems
Digital systems
holonic manufacturing systems
Holonic systems
human factors
Human integration
Industry 4.0
Title An architecture to facilitate the integration of human workers in Industry 4.0 environments
URI https://www.tandfonline.com/doi/abs/10.1080/00207543.2021.1937747
https://www.proquest.com/docview/2701100053
Volume 60
WOSCitedRecordID wos000659758100001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVAWR
  databaseName: Taylor & Francis
  customDbUrl:
  eissn: 1366-588X
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0000584
  issn: 0020-7543
  databaseCode: TFW
  dateStart: 19610101
  isFulltext: true
  titleUrlDefault: https://www.tandfonline.com
  providerName: Taylor & Francis
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV3NS8MwFA8yPOjBb3E6JQevKWmT9OM4xOFpeJg48BDyiYJ0slbB_96kTWeHyA56KiW8UF7eZ_Pe7wFwjRnT1GiMtNYUUYMZknmmUExMpmJ_syTyZthENp3m83lxH6oJq1BW6XNo2wJFNLbaK7eQVVcR5zu4naOjxGV3SRy5CMSFML6f3Ll-r5qzyeO3LWZ5wGHGyJN0PTy_7bLmndawS3_Y6sYBTfb_4dMPwF6IPuG4FZdDsGXKI7DbwyQ8Bk_jEvZvF2C9gFaoFszbvT0b2EFMuCOFCwubMX_QF3i5UNItwjAO5BPSCMN-J90JeJjczm7uUJjAgBQpWI2MSIz0vapKEI0JEwklklCVYUEFM5q6RU21ZFJnOs-Fe6TYxql0SVWspSWnYFAuSnMGYCqSzDrDmmqS0kK6sCyRWBlaxFQxi-kQ0I7zXAV4cj8l45XHKxTTlnfc844H3g1BtCJ7a_E5NhEU_WPldfNjxLZTTDjZQDvqZIAHVa94kjWwe86Ynf9h6wuwk_jGCl-MQkZgUC_fzSXYVh_1S7W8aoT6C4Hf8UE
linkProvider Taylor & Francis
linkToHtml http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV3NS8MwFA86BfXgtzidmoPXjLRJmvY4xDFx7jRx4CHkqyhIJ1sV_O9N-jE7RDzoqS3hhfLy8j6S934PgEvMmKHWYGSMoYhazJCKuUYBsVwH_mZJxkWzCT4axZNJ0qyF8WmVPoZOS6CIQlf7ze0Po-uUOF_C7SwdJS68C4Ouc0GcD8NXwRpzbx4_f9x_-NLGLK6QmDHyNHUVz0_TLNmnJfTSb9q6MEH9nf_4-V2wXTmgsFdKzB5Ysdk-2GrAEh6Ax14GmxcMMJ_CVOoSz9t9PVlYo0y4VYXTFBad_qDP8XLepBuEVUeQD0i7GDaL6Q7Bff96fDVAVRMGpEnCcmRlaJUvV9WSGEyYDClRhGqOJZXMGuoGDTWKKcNNHEv3iHAaRMrFVYFRKTkCrWya2WMAIxny1OnWyJCIJsp5ZqHC2tIkoJqlmLYBrVkvdIVQ7htlvIhgAWRa8k543omKd23QXZC9lhAdvxEkzXUVeXE2kpaNTAT5hbZTC4GodvtchLxA3nP67OQPU1-AjcH4biiGN6PbU7AZ-joLn5tCOqCVz97sGVjX7_nzfHZeSPgn2Bz1aw
linkToPdf http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1LSwMxEA5aRfTgW6xWzcHrluwm2cexqEVRSg8VCx5CnihIW9pV8N-b7GbrFpEe9LQsYcIymcx82cx8A8AlolQRrVCglCIB0YgGIk1kEGKdyNDdLPG0aDaR9HrpcJj1fTbhzKdVujO0KYkiCl_tNvdEmSojzlVw20BHsD3dRWHbIhALYZJVsGahc-yMfNB9-nbGNPVEzChwMlURz2_TLISnBfLSH866iEDdnX_49l2w7eEn7JT2sgdW9GgfbNVICQ_Ac2cE69cLMB9Dw2XJ5m3fXjSsOCbsmsKxgUWfP-gyvCyWtIPQ9wP5hKSNYL2U7hA8dm8GV7eBb8EQSJzRPNA80sIVq0qOFcKURwQLTGSCOOFUK2IHFVGCCpWoNOX2ESMTxsKeqkIlDD4CjdF4pI8BjHmUGOtZY4VjkgmLyyKBpCZZSCQ1iDQBqTTPpOcnd20y3lg4pzEtdcec7pjXXRO052KTkqBjmUBWX1aWF39GTNnGhOElsq3KBpjf6zMWJQXvnvVmJ3-Y-gJs9K-77OGud38KNiNXZOESU3ALNPLpuz4D6_Ijf51Nzwv7_gLymfQd
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=An+architecture+to+facilitate+the+integration+of+human+workers+in+Industry+4.0+environments&rft.jtitle=International+journal+of+production+research&rft.au=Sparrow%2C+D+E&rft.au=Kruger%2C+K&rft.au=Basson%2C+A+H&rft.date=2022-08-03&rft.pub=Taylor+%26+Francis+LLC&rft.issn=0020-7543&rft.eissn=1366-588X&rft.volume=60&rft.issue=15&rft.spage=4778&rft.epage=4796&rft_id=info:doi/10.1080%2F00207543.2021.1937747&rft.externalDBID=NO_FULL_TEXT
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0020-7543&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0020-7543&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0020-7543&client=summon