{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,23]],"date-time":"2025-12-23T15:27:15Z","timestamp":1766503635569,"version":"3.37.3"},"reference-count":43,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2024,1,29]],"date-time":"2024-01-29T00:00:00Z","timestamp":1706486400000},"content-version":"vor","delay-in-days":28,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100002347","name":"Bundesministerium f\u00fcr Bildung und Forschung","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100002347","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100010571","name":"BMBF Berlin","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100010571","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Procedia Computer Science"],"published-print":{"date-parts":[[2024]]},"DOI":"10.1016\/j.procs.2024.01.036","type":"journal-article","created":{"date-parts":[[2024,3,20]],"date-time":"2024-03-20T23:07:57Z","timestamp":1710976077000},"page":"368-376","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":2,"special_numbering":"C","title":["Analyzing The Purpose And Technologies Of Digital Twins In Distributed Manufacturing: A Systematic Literature Review"],"prefix":"10.1016","volume":"232","author":[{"given":"Monika","family":"Risling","sequence":"first","affiliation":[]},{"given":"Michael","family":"Oberle","sequence":"additional","affiliation":[]},{"given":"Thomas","family":"Bauernhansl","sequence":"additional","affiliation":[]}],"member":"78","reference":[{"key":"10.1016\/j.procs.2024.01.036_bib0001","unstructured":"Eurostat (2021). \u201cKey figures on Europe: 2021 edition.\u201d 2021, Luxembourg. Publications Office of the European Union."},{"key":"10.1016\/j.procs.2024.01.036_bib0002","doi-asserted-by":"crossref","unstructured":"Wang, Xi V., Givehchi, Mohammad, and Wang, Lihui (2017). \u201cManufacturing System on the Cloud: A Case Study on Cloud-based Process Planning.\u201d: 39-45, DOI: 10.1016\/j.procir.2017.03.103.","DOI":"10.1016\/j.procir.2017.03.103"},{"key":"10.1016\/j.procs.2024.01.036_bib0003","doi-asserted-by":"crossref","unstructured":"Rauch, Erwin, Seidenstricker, Sven, Dallasega, Patrick, and H\u00e4mmerl, Robert (2016). \u201cCollaborative Cloud Manufacturing: Design of Business Model Innovations Enabled by Cyberphysical Systems in Distributed Manufacturing Systems.\u201d: 1-12, DOI: 10.1155\/2016\/1308639.","DOI":"10.1155\/2016\/1308639"},{"key":"10.1016\/j.procs.2024.01.036_bib0004","doi-asserted-by":"crossref","unstructured":"Matt, Dominik T, Rauch, Erwin, and Dallasega, Patrick (2015). \u201cTrends towards Distributed Manufacturing Systems and Modern Forms for their Design.\u201d: 185-190, DOI: 10.1016\/j.procir.2015.06.034.","DOI":"10.1016\/j.procir.2015.06.034"},{"key":"10.1016\/j.procs.2024.01.036_bib0005","first-page":"149","article-title":"Development of Distributed Manufacturing Systems (DMS) concept","author":"Seregni","year":"2015","journal-title":"Summer School \"Francesco Turco\" - Industrial Systems Engineering"},{"key":"10.1016\/j.procs.2024.01.036_bib0006","series-title":"Second International Symposium on Engineering Systems","article-title":"Challenges and Trends in Distributed Manufacturing Systems: Are wise engineering systems the ultimate answer?","author":"Chituc","year":"2009"},{"key":"10.1016\/j.procs.2024.01.036_bib0007","series-title":"Computer Aided Systems Theory - EUROCAST 2022: 18th International Conference","first-page":"223","article-title":"Orchestrating Digital Twins for Distributed Manufacturing Execution Systems","volume":"13789","author":"Fiedor","year":"2022"},{"key":"10.1016\/j.procs.2024.01.036_bib0008","doi-asserted-by":"crossref","unstructured":"Herakovi\u010d, Niko, Zupan, Hugo, Pipan, Miha, and Protner, Jernej et al. (2019). \u201cDistributed Manufacturing Systems with Digital Agent.\u201d (11-12): 650-657, DOI: 10.5545\/sv-jme.2019.6331.","DOI":"10.5545\/sv-jme.2019.6331"},{"key":"10.1016\/j.procs.2024.01.036_bib0009","doi-asserted-by":"crossref","unstructured":"Nie, Qingwei, Tang, Dunbing, Liu, Changchun, and Wang, Liping et al. (2023). \u201cA multi-agent and cloud-edge orchestration framework of digital twin for distributed production control.\u201d: 102543, DOI: 10.1016\/j.rcim.2023.102543.","DOI":"10.1016\/j.rcim.2023.102543"},{"key":"10.1016\/j.procs.2024.01.036_bib0010","first-page":"107","article-title":"Digital Twins for Enhanced Resilience: Aerospace Manufacturing Scenario","volume":"451","author":"B\u00e9cue","year":"2022"},{"key":"10.1016\/j.procs.2024.01.036_bib0011","series-title":"2021 IEEE 1 st International Conference on Digital Twins and Parallel Intelligence (DTPI)","first-page":"1","article-title":"Distributed Manufacturing in Knitting Industry","author":"Li","year":"2021"},{"key":"10.1016\/j.procs.2024.01.036_bib0012","doi-asserted-by":"crossref","unstructured":"Vysko\u010dil, Ji\u0159\u00ed, Douda, Petr, Nov\u00e1k, Petr, and Wally, Bernhard (2023). \u201cA Digital Twin-Based Distributed Manufacturing Execution System for Industry 4.0 with AI-Powered On-The-Fly Replanning Capabilities.\u201d (7): 6251, DOI: 10.3390\/su15076251.","DOI":"10.3390\/su15076251"},{"key":"10.1016\/j.procs.2024.01.036_bib0013","doi-asserted-by":"crossref","unstructured":"Shen, Weiming, Yang, Chen, and Gao, Liang (2020). \u201cAddress business crisis caused by COVID - 19 with collaborative intelligent manufacturing technologies.\u201d (2): 96-99, DOI: 10.1049\/iet-cim.2020.0041.","DOI":"10.1049\/iet-cim.2020.0041"},{"key":"10.1016\/j.procs.2024.01.036_bib0014","series-title":"Advances in Production Management Systems. Towards Smart and Digital Manufacturing: IFIP WG 5.7 International Conference, APMS 2020","first-page":"230","article-title":"Integrated Platform and Digital Twin Application for Global Automotive Part Suppliers","author":"Yang","year":"2020"},{"key":"10.1016\/j.procs.2024.01.036_bib0015","doi-asserted-by":"crossref","unstructured":"Singh, Maulshree, Fuenmayor, Evert, Hinchy, Eoin, and Qiao, Yuansong et al. (2021). \u201cDigital Twin: Origin to Future.\u201d (2): 36, DOI: 10.3390\/asi4020036.","DOI":"10.3390\/asi4020036"},{"key":"10.1016\/j.procs.2024.01.036_bib0016","doi-asserted-by":"crossref","unstructured":"Adamenko, Dmytro, Kunnen, Steffen, Pluhnau, Robin, and Loibl, Andr\u00e9 et al. (2020). \u201cReview and comparison of the methods of designing the Digital Twin.\u201d: 27-32, DOI: 10.1016\/j.procir.2020.02.146.","DOI":"10.1016\/j.procir.2020.02.146"},{"key":"10.1016\/j.procs.2024.01.036_bib0017","doi-asserted-by":"crossref","unstructured":"Jones, David, Snider, Chris, Nassehi, Aydin, and Yon, Jason et al. (2020). \u201cCharacterising the Digital Twin: A systematic literature review.\u201d: 36-52. Elsevier BV, DOI: 10.1016\/j.cirpj.2020.02.002.","DOI":"10.1016\/j.cirpj.2020.02.002"},{"key":"10.1016\/j.procs.2024.01.036_bib0018","doi-asserted-by":"crossref","unstructured":"Semeraro, Concetta, Lezoche, Mario, Panetto, Herv\u00e9, and Dassisti, Michele (2021). \u201cDigital twin paradigm: A systematic literature review.\u201d: 103469. Elsevier BV, DOI: 10.1016\/j.compind.2021.103469.","DOI":"10.1016\/j.compind.2021.103469"},{"key":"10.1016\/j.procs.2024.01.036_bib0019","doi-asserted-by":"crossref","unstructured":"Melesse, Tsega Y., Di Pasquale, Valentina, and Riemma, Stefano (2020). \u201cDigital Twin Models in Industrial Operations: A Systematic Literature Review.\u201d: 267-272, DOI: 10.1016\/j.promfg.2020.02.084.","DOI":"10.1016\/j.promfg.2020.02.084"},{"key":"10.1016\/j.procs.2024.01.036_bib0020","doi-asserted-by":"crossref","unstructured":"Kaiblinger, Alexander, and Woschank, Manuel (2022). \u201cState of the Art and Future Directions of Digital Twins for Production Logistics: A Systematic Literature Review.\u201d(2): 669, DOI: 10.3390\/app12020669.","DOI":"10.3390\/app12020669"},{"key":"10.1016\/j.procs.2024.01.036_bib0021","doi-asserted-by":"crossref","unstructured":"Corallo, Angelo, Del Vecchio, Vito, Lezzi, Marianna, and Morciano, Paola (2021). \u201cShop Floor Digital Twin in Smart Manufacturing: A Systematic Literature Review.\u201d (23): 12987. Multidisciplinary Digital Publishing Institute, DOI: 10.3390\/su132312987.","DOI":"10.3390\/su132312987"},{"key":"10.1016\/j.procs.2024.01.036_bib0022","doi-asserted-by":"crossref","unstructured":"Minerva, Roberto, Lee, Gyu M., and Crespi, Noel (2020). \u201cDigital Twin in the IoT Context: A Survey on Technical Features, Scenarios, and Architectural Models.\u201d (10): 1785-1824, DOI: 10.1109\/JPROC.2020.2998530.","DOI":"10.1109\/JPROC.2020.2998530"},{"key":"10.1016\/j.procs.2024.01.036_bib0023","doi-asserted-by":"crossref","unstructured":"Barricelli, Barbara R., Casiraghi, Elena, and Fogli, Daniela (2019). \u201cA Survey on Digital Twin: Definitions, Characteristics, Applications, and Design Implications.\u201d: 167653-167671, DOI: 10.1109\/ACCESS.2019.2953499.","DOI":"10.1109\/ACCESS.2019.2953499"},{"key":"10.1016\/j.procs.2024.01.036_bib0024","doi-asserted-by":"crossref","unstructured":"Lo, C. K, Chen, C. H, and Zhong, Ray Y. (2021). \u201cA review of digital twin in product design and development.\u201d: 101297, DOI: 10.1016\/j.aei.2021.101297.","DOI":"10.1016\/j.aei.2021.101297"},{"key":"10.1016\/j.procs.2024.01.036_bib0025","doi-asserted-by":"crossref","unstructured":"Wang, Kai, Wang, Yamin, Li, Yizheng, and Fan, Xiaohui et al. (2022). \u201cA review of the technology standards for enabling digital twin.\u201d: 4, DOI: 10.12688\/digitaltwin.17549.2.","DOI":"10.12688\/digitaltwin.17549.2"},{"journal-title":"184 25.040.40 Industrial process measurement and control","article-title":"ISO 23247: Automation systems and integration \u2014 Digital twin framework for manufacturing","year":"2021","key":"10.1016\/j.procs.2024.01.036_bib0026"},{"key":"10.1016\/j.procs.2024.01.036_bib0027","unstructured":"Deutsches Institut f\u00fcr Normung. DIN EN IEC 63278-1: Asset Administration Shell for industrial applications 03.100.01; 35.240.50 2022."},{"year":"2022","series-title":"Computer Aided Systems Theory - EUROCAST 2022: 18th International Conference, Las Palmas de Gran Canaria","author":"Moreno-D\u00edaz","key":"10.1016\/j.procs.2024.01.036_bib0028"},{"key":"10.1016\/j.procs.2024.01.036_bib0029","doi-asserted-by":"crossref","unstructured":"Abdel-Aty, Tasnim A, Negri, Elisa, and Galparoli, Simone (2022). \u201cAsset Administration Shell in Manufacturing: Applications and Relationship with Digital Twin.\u201d(10): 2533\u20132538, DOI: 10.1016\/j.ifacol.2022.10.090.","DOI":"10.1016\/j.ifacol.2022.10.090"},{"key":"10.1016\/j.procs.2024.01.036_bib0030","doi-asserted-by":"crossref","unstructured":"Wagner, Constantin, Grothoff, Julian, Epple, Ulrich, and Drath, Rainer et al. (2017). \u201cThe role of the Industry 4.0 asset administration shell and the digital twin during the life cycle of a plant.\u201d, 2017 22nd IEEE International Conference on Emerging Technologies and Factory Automation: September 12-15, 2017, Limassol, Cyprus: 1\u20138, IEEE, Piscataway, NJ, DOI: 10.1109\/ETFA.2017.8247583.","DOI":"10.1109\/ETFA.2017.8247583"},{"key":"10.1016\/j.procs.2024.01.036_bib0031","unstructured":"Meyer, Olga.InterOpera: Digital Interoperability in Collaborative Value Industrie 4.0 Networks. https:\/\/www.ipa.fraunhofer.de\/en\/reference_projects\/interopera-en.html. Accessed 23 May 2023."},{"key":"10.1016\/j.procs.2024.01.036_bib0032","unstructured":"InterOpera. https:\/\/interopera.de\/. Accessed 25 May 2023."},{"key":"10.1016\/j.procs.2024.01.036_bib0033","doi-asserted-by":"crossref","unstructured":"Arm, Jakub, Benesl, Tomas, Marcon, Petr, and Bradac, Zdenek et al. (2021). \u201cAutomated Design and Integration of Asset Administration Shells in Components of Industry 4.0.\u201d (6), DOI: 10.3390\/s21062004.","DOI":"10.3390\/s21062004"},{"key":"10.1016\/j.procs.2024.01.036_bib0034","unstructured":"Klatt, Franziska, and Loch, J\u00fcrgen-Michael \u201cDescription of the Systematic Literature Review Method.\u201d. TU Berlin."},{"key":"10.1016\/j.procs.2024.01.036_bib0035","doi-asserted-by":"crossref","unstructured":"Feak, Christine B., and Swales, John M. (2011). \u201cTelling a research story: Writing a literature review.\u201d Vol. 2, Ann Arbor. Univ. of Michigan Press, DOI: 10.3998\/mpub.309338.","DOI":"10.3998\/mpub.309338"},{"key":"10.1016\/j.procs.2024.01.036_bib0036","doi-asserted-by":"crossref","unstructured":"Guba, Beate (2008). \u201cSystematische Literatursuche.\u201d(1-2): 62\u201369, DOI: 10.1007\/s10354-007-0500-0.","DOI":"10.1007\/s10354-007-0500-0"},{"key":"10.1016\/j.procs.2024.01.036_bib0037","unstructured":"Fink, Arlene (2014). \u201cConducting research literature reviews: From the internet to paper.\u201d, Los Angeles, London, New Delhi, Singapore, Washington DC. SAGE."},{"key":"10.1016\/j.procs.2024.01.036_bib0038","doi-asserted-by":"crossref","unstructured":"Tranfield, David, Denyer, David, and Smart, Palminder (2003). \u201cTowards a Methodology for Developing Evidence-Informed Management Knowledge by Means of Systematic Review.\u201d(3): 207\u2013222, DOI: 10.1111\/1467-8551.00375.","DOI":"10.1111\/1467-8551.00375"},{"key":"10.1016\/j.procs.2024.01.036_bib0039","doi-asserted-by":"crossref","unstructured":"Visser, Martijn, van Eck, Nees J., and Waltman, Ludo (2021). \u201cLarge-scale comparison of bibliographic data sources: Scopus, Web of Science, Dimensions, Crossref, and Microsoft Academic.\u201d(1): 20\u201341, DOI: 10.1162\/qss_a_00112.","DOI":"10.1162\/qss_a_00112"},{"key":"10.1016\/j.procs.2024.01.036_bib0040","doi-asserted-by":"crossref","unstructured":"Mart\u00edn-Mart\u00edn, Alberto, Orduna-Malea, Enrique, Thelwall, Mike, and Delgado L\u00f3pez-C\u00f3zar, Emilio (2018). \u201cGoogle Scholar, Web of Science, and Scopus: A systematic comparison of citations in 252 subject categories.\u201d(4): 1160\u20131177, DOI: 10.1016\/j.joi.2018.09.002.","DOI":"10.1016\/j.joi.2018.09.002"},{"key":"10.1016\/j.procs.2024.01.036_bib0041","doi-asserted-by":"crossref","unstructured":"Roque Rolo, Gon\u00e7alo Dionisio, Rocha, Andre, Tripa, Jo\u00e3o, and Barata, Jose (2021). \u201cApplication of a Simulation-Based Digital Twin for Predicting Distributed Manufacturing Control System Performance.\u201d(5): 2202, DOI: 10.3390\/app11052202.","DOI":"10.3390\/app11052202"},{"key":"10.1016\/j.procs.2024.01.036_bib0042","doi-asserted-by":"crossref","unstructured":"Oberle, Michael, Yesilyurt, Ozan, Schlereth, Andreas, and Risling, Monika et al. (2023). \u201cEnterprise IT Architecture Greenfield Design Combining IEC 62264 and TOGAF by Example of Battery Manufacturing.\u201d: 136\u2013146, DOI: 10.1016\/j.procs.2022.12.209.","DOI":"10.1016\/j.procs.2022.12.209"},{"key":"10.1016\/j.procs.2024.01.036_bib0043","article-title":"Towards A Design Of A Software-Defined Manufacturing System Based On A Systematic Literature Review For Enabling A Decentralised High-Rate Electrolyser Production","author":"Brandstetter","year":"2023","journal-title":"Hannover publish-Ing"}],"container-title":["Procedia Computer Science"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S187705092400036X?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S187705092400036X?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,1,8]],"date-time":"2025-01-08T04:07:07Z","timestamp":1736309227000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S187705092400036X"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":43,"alternative-id":["S187705092400036X"],"URL":"https:\/\/doi.org\/10.1016\/j.procs.2024.01.036","relation":{},"ISSN":["1877-0509"],"issn-type":[{"type":"print","value":"1877-0509"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Analyzing The Purpose And Technologies Of Digital Twins In Distributed Manufacturing: A Systematic Literature Review","name":"articletitle","label":"Article Title"},{"value":"Procedia Computer Science","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.procs.2024.01.036","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2024 The Author(s). Published by Elsevier B.V.","name":"copyright","label":"Copyright"}]}}