{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,3]],"date-time":"2026-04-03T14:51:47Z","timestamp":1775227907365,"version":"3.50.1"},"reference-count":97,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2022,8,2]],"date-time":"2022-08-02T00:00:00Z","timestamp":1659398400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,8,2]],"date-time":"2022-08-02T00:00:00Z","timestamp":1659398400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100001871","name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","doi-asserted-by":"publisher","award":["FCT"],"award-info":[{"award-number":["FCT"]}],"id":[{"id":"10.13039\/501100001871","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001871","name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","doi-asserted-by":"publisher","award":["through IDMEC"],"award-info":[{"award-number":["through IDMEC"]}],"id":[{"id":"10.13039\/501100001871","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001871","name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","doi-asserted-by":"publisher","award":["under LAETA"],"award-info":[{"award-number":["under LAETA"]}],"id":[{"id":"10.13039\/501100001871","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001871","name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","doi-asserted-by":"publisher","award":["project UIDB\/50022\/2020."],"award-info":[{"award-number":["project UIDB\/50022\/2020."]}],"id":[{"id":"10.13039\/501100001871","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100011929","name":"Programa Operacional Tem\u00e1tico Factores de Competitividade","doi-asserted-by":"publisher","award":["POCI-01-0247-FEDER-017637"],"award-info":[{"award-number":["POCI-01-0247-FEDER-017637"]}],"id":[{"id":"10.13039\/501100011929","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100011929","name":"Programa Operacional Tem\u00e1tico Factores de Competitividade","doi-asserted-by":"publisher","award":["POCI-01-0247-FEDER-024541"],"award-info":[{"award-number":["POCI-01-0247-FEDER-024541"]}],"id":[{"id":"10.13039\/501100011929","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Int J Interact Des Manuf"],"published-print":{"date-parts":[[2022,12]]},"DOI":"10.1007\/s12008-022-00975-1","type":"journal-article","created":{"date-parts":[[2022,8,2]],"date-time":"2022-08-02T03:27:28Z","timestamp":1659410848000},"page":"1397-1415","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":17,"title":["Lean methods digitization towards lean 4.0: a case study of e-VMB and e-SMED"],"prefix":"10.1007","volume":"16","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9765-9164","authenticated-orcid":false,"given":"Paulo","family":"Pe\u00e7as","sequence":"first","affiliation":[]},{"given":"Maria","family":"Faustino","sequence":"additional","affiliation":[]},{"given":"J\u00e9ssica","family":"Lopes","sequence":"additional","affiliation":[]},{"given":"Afonso","family":"Amaral","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2022,8,2]]},"reference":[{"issue":"11","key":"975_CR1","doi-asserted-by":"publisher","first-page":"1148","DOI":"10.1038\/sj.jors.2600967","volume":"48","author":"G Rand","year":"1996","unstructured":"Rand, G., Womack, J., Jones, D.T.: Lean thinking-banish waste and create wealth in your corporation. J. Oper. Res. Soc. 48(11), 1148 (1996). https:\/\/doi.org\/10.1038\/sj.jors.2600967","journal-title":"J. Oper. Res. Soc."},{"key":"975_CR2","unstructured":"J. P. Womack, D. T. Jones, D. Roos the machine that changed the world: how lean production revoutionized the global car wars. First (ed). Simon & Schuster Ltd: UK. (1990)"},{"key":"975_CR3","volume-title":"Advances in mathematics for industry 4.0","author":"P Pe\u00e7as","year":"2020","unstructured":"Pe\u00e7as, P., Gon\u00e7alves, B., Rocha, B., Jorge, D., Baptista, A.: Optimisation techniques to support decision-making processes via the msm \u2013 a industry 4.0 approach. In: Ram, M. (ed.) Advances in mathematics for industry 4.0. Elsevier Science, Academic Press, Nertharland (2020)"},{"key":"975_CR4","doi-asserted-by":"publisher","first-page":"551","DOI":"10.1007\/978-1-84800-972-1_52","volume-title":"Collaborative product and service life cycle management for a sustainable world","author":"R Curran","year":"2008","unstructured":"Curran, R., Collins, R., Poots, G., Edgar, T., Higgins, C., Butterfield, J.: Digital Lean Manufacture (DLM): a new management methodology for production operations integration. In: Collaborative product and service life cycle management for a sustainable world, pp. 551\u2013571. Springer, London (2008)"},{"key":"975_CR5","doi-asserted-by":"publisher","first-page":"622","DOI":"10.1016\/j.procir.2018.03.292","volume":"72","author":"A Mayr","year":"2018","unstructured":"Mayr, A., et al.: Lean 4.0-A conceptual conjunction of lean management and industry 4.0. Procedia CIRP 72, 622\u2013628 (2018). https:\/\/doi.org\/10.1016\/j.procir.2018.03.292","journal-title":"Procedia CIRP"},{"key":"975_CR6","unstructured":"C. K\u00f6nig, \u201cSchlank durch digitalisierung,\u201d 2017"},{"key":"975_CR7","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2018.1442945","author":"SV Buer","year":"2018","unstructured":"Buer, S.V., Strandhagen, J.O., Chan, F.T.S.: The link between industry 4.0 and lean manufacturing: mapping current research and establishing a research agenda. Int. J. Prod. Res. (2018). https:\/\/doi.org\/10.1080\/00207543.2018.1442945","journal-title":"Int. J. Prod. Res."},{"key":"975_CR8","unstructured":"H. Kagermann, W. Wolfgang, and J. Helbig, \u201cRecommendations for implementing the strategic initiative INDUSTRIE 4.0. Final report of the Industrie 4.0 working Group,\u201d forschungsunion, Acatech, 2013.https:\/\/en.acatech.de\/publication\/recommendations-for-implementing-the-strategic-initiative-industrie-4-0-final-report-of-the-industrie-4-0-working-group\/download-pdf?lang=en"},{"key":"975_CR9","first-page":"3928","volume-title":"Proc annu. hawaii int. conf. syst. sci","author":"M Hermann","year":"2016","unstructured":"Hermann, M., Pentek, T., Otto, B.: \u201cDesign principles for industrie 40 scenarios. In: Proc annu. hawaii int. conf. syst. sci, pp. 3928\u20133937. IEEE, New Jersey (2016)"},{"issue":"12","key":"975_CR10","doi-asserted-by":"publisher","first-page":"1030","DOI":"10.1080\/09537287.2018.1503355","volume":"29","author":"L Bibby","year":"2018","unstructured":"Bibby, L., Dehe, B.: Defining and assessing industry 4.0 maturity levels\u2013case of the defence sector. Prod. Plan. Control 29(12), 1030\u20131043 (2018). https:\/\/doi.org\/10.1080\/09537287.2018.1503355","journal-title":"Prod. Plan. Control"},{"key":"975_CR11","first-page":"16","volume":"1","author":"M Hermann","year":"2015","unstructured":"Hermann, M., Pentek, T., Otto, B.: Design principles for industry 4.0 scenarios: a literature review. Tech. Univ. Dortm. 1, 16 (2015)","journal-title":"Tech. Univ. Dortm."},{"key":"975_CR12","unstructured":"J. Hercko, J. Hnat, and E. Slamkova, \u201cIndustry 40 \u2013 New Era of Manufacturing.\u201d ResearchGate, no June 2015, pp. 2\u20136, (2016)"},{"key":"975_CR13","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.compind.2018.04.015","volume":"101","author":"H Boyes","year":"2018","unstructured":"Boyes, H., Hallaq, B., Cunningham, J., Watson, T.: The industrial internet of things (IIoT): an analysis framework. Comput. Ind. 101, 1\u201312 (2018). https:\/\/doi.org\/10.1016\/j.compind.2018.04.015","journal-title":"Comput. Ind."},{"key":"975_CR14","doi-asserted-by":"publisher","first-page":"125","DOI":"10.1016\/j.procir.2017.02.041","volume":"63","author":"T Wagner","year":"2017","unstructured":"Wagner, T., Herrmann, C., Thiede, S.: Industry 4.0 impacts on lean production systems. Procedia CIRP 63, 125\u2013131 (2017). https:\/\/doi.org\/10.1016\/j.procir.2017.02.041","journal-title":"Procedia CIRP"},{"key":"975_CR15","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-84800-267-8_23","author":"D Lucke","year":"2008","unstructured":"Lucke, D., Constantinescu, C., Westk\u00e4mper, E.: Smart factory - a step towards the next generation of manufacturing. Manuf. Syst. Technol. New Front. (2008). https:\/\/doi.org\/10.1007\/978-1-84800-267-8_23","journal-title":"Manuf. Syst. Technol. New Front."},{"issue":"3","key":"975_CR16","doi-asserted-by":"publisher","first-page":"811","DOI":"10.3926\/jiem.1940","volume":"9","author":"A Sanders","year":"2016","unstructured":"Sanders, A., Elangeswaran, C., Wulfsberg, J.: Industry 4.0 implies lean manufacturing: Research activities in industry 4.0 function as enablers for lean manufacturing. J. Ind. Eng. Manag. 9(3), 811\u2013833 (2016). https:\/\/doi.org\/10.3926\/jiem.1940","journal-title":"J. Ind. Eng. Manag."},{"key":"975_CR17","doi-asserted-by":"publisher","first-page":"385","DOI":"10.1016\/j.procir.2014.02.025","volume":"16","author":"M Mikusz","year":"2014","unstructured":"Mikusz, M.: Towards an understanding of cyber-physical systems as industrial software-product-service systems. Procedia CIRP 16, 385\u2013389 (2014). https:\/\/doi.org\/10.1016\/j.procir.2014.02.025","journal-title":"Procedia CIRP"},{"key":"975_CR18","doi-asserted-by":"publisher","first-page":"466","DOI":"10.1016\/j.proeng.2017.03.135","volume":"182","author":"B Mrugalska","year":"2017","unstructured":"Mrugalska, B., Wyrwicka, M.K.: Towards lean production in industry 4.0. Procedia Eng. 182, 466\u2013473 (2017). https:\/\/doi.org\/10.1016\/j.proeng.2017.03.135","journal-title":"Procedia Eng."},{"issue":"May","key":"975_CR19","doi-asserted-by":"publisher","first-page":"622","DOI":"10.1016\/j.procir.2018.03.292","volume":"72","author":"A Mayr","year":"2018","unstructured":"Mayr, A., et al.: Lean 4.0-A conceptual conjunction of lean management and Industry 4.0. Procedia CIRP 72(May), 622\u2013628 (2018). https:\/\/doi.org\/10.1016\/j.procir.2018.03.292","journal-title":"Procedia CIRP"},{"issue":"2017","key":"975_CR20","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1016\/j.promfg.2018.03.155","volume":"23","author":"C Prinz","year":"2018","unstructured":"Prinz, C., Kreggenfeld, N., Kuhlenk\u00f6tter, B.: Lean meets Industrie 4.0 - A practical approach to interlink the method world and cyber-physical world. Procedia Manuf. 23(2017), 21\u201326 (2018). https:\/\/doi.org\/10.1016\/j.promfg.2018.03.155","journal-title":"Procedia Manuf."},{"key":"975_CR21","doi-asserted-by":"publisher","first-page":"64","DOI":"10.1016\/j.procir.2015.03.050","volume":"36","author":"Y Koren","year":"2015","unstructured":"Koren, Y., Shpitalni, M., Gu, P., Hu, S.J.: Product design for mass-individualization. Procedia CIRP 36, 64\u201371 (2015). https:\/\/doi.org\/10.1016\/j.procir.2015.03.050","journal-title":"Procedia CIRP"},{"key":"975_CR22","volume-title":"CIRP encyclopedia of production engineering","author":"Y Wang","year":"2014","unstructured":"Wang, Y.: CIRP encyclopedia of production engineering. Springer-Verlag, Berlin Heidelberg (2014)"},{"issue":"10","key":"975_CR23","doi-asserted-by":"publisher","first-page":"2845","DOI":"10.1080\/00207543.2016.1223384","volume":"55","author":"D Kolberg","year":"2017","unstructured":"Kolberg, D., Knobloch, J., Z\u00fchlke, D.: Towards a lean automation interface for workstations. Int. J. Prod. Res. 55(10), 2845\u20132856 (2017). https:\/\/doi.org\/10.1080\/00207543.2016.1223384","journal-title":"Int. J. Prod. Res."},{"key":"975_CR24","unstructured":"K. Lichblau et al., \u201cIMPULS - Industrie 4.0 readiness.\u201d pp. 0\u201377, (2015)"},{"key":"975_CR25","unstructured":"O. Agca, J. Gibson, J. Godsell, J. Ignatius, C. Wyn Davies, and O. Xu, \u201cAn Industry 4 readiness assessment tool,\u201d Int. Inst. Prod. Serv. Innov., pp. 1\u201319, (2017)"},{"key":"975_CR26","unstructured":"R. Anderl and J. Fleischer, guideline industrie 4.0: guiding principles for the implementation of Industrie 4.0 in small and medium sized businesses. VDMA Verlag GmbH. (2016)"},{"key":"975_CR27","doi-asserted-by":"publisher","unstructured":"R. Griessbauer et al., \u201cIndustry 4.0\u202f: Building the digital enterprise.\u201d (2016). doi: https:\/\/doi.org\/10.1080\/01969722.2015.1007734","DOI":"10.1080\/01969722.2015.1007734"},{"key":"975_CR28","unstructured":"Mittelstand 4.0 Kompetenzzentrum Chemnintz, \u201cIndustry 4.0 Selbstcheck\u201d"},{"key":"975_CR29","unstructured":"G. Schuh, R. Anderl, J. Gausemeier, M. Hompel, W. Wahlster, Industrie 4.0 Maturity Index \u2013 Managing the Digital Transformation of Companies. Acatech STUDY english. (2017)"},{"key":"975_CR30","doi-asserted-by":"publisher","unstructured":"A. Schumacher, S. Erol, W. Sihn, \u201ca maturity model for assessing industry 4.0 readiness and maturity of manufacturing enterprises.\u201d (2016). doi: https:\/\/doi.org\/10.1016\/j.procir.2016.07.040","DOI":"10.1016\/j.procir.2016.07.040"},{"key":"975_CR31","doi-asserted-by":"publisher","DOI":"10.15358\/0935-0381-2015-8-9-515","author":"R Automation","year":"2014","unstructured":"Automation, R.: The Connected Enterprise Maturity Model. Int. Comm. Illum. (2014). https:\/\/doi.org\/10.15358\/0935-0381-2015-8-9-515","journal-title":"Int. Comm. Illum."},{"key":"975_CR32","unstructured":"S. Erol, A. Schumacher, W. Sihn, \u201cStrategic guidance towards Industry 4.0 \u2013 a three-stage process model,\u201d Coma, (2016)"},{"key":"975_CR33","doi-asserted-by":"publisher","unstructured":"A. Ashrafian et al., \u201cSketching the Landscape for Lean Digital Transformation,\u201d IFIP Int. Fed. Inf. Process. 2019, (2019). doi: https:\/\/doi.org\/10.1007\/978-3-030-30000-5_4","DOI":"10.1007\/978-3-030-30000-5_4"},{"key":"975_CR34","doi-asserted-by":"publisher","unstructured":"D. Romero, M. Flores, M. Herrera, H. Resendez, \u201cFive Management Pillars for Digital Transformation Integrating the Lean Thinking Philosophy.\u201d Proc 2019 IEEE Int. Conf. Eng. Technol. Innov. ICE\/ITMC 2019. (2019) doi: https:\/\/doi.org\/10.1109\/ICE.2019.8792650","DOI":"10.1109\/ICE.2019.8792650"},{"issue":"513","key":"975_CR35","doi-asserted-by":"publisher","first-page":"298","DOI":"10.1007\/978-3-319-66923-6","volume":"2017","author":"E More","year":"2017","unstructured":"More, E., Gaiardelli, P., Resta, B., Powell, D.: \u201cexploiting lean benefits through smart manufacturing: a comprehensive perspective\u201d, IFIP WG 57 Int. Conf. APMS 2017(513), 298\u2013305 (2017). https:\/\/doi.org\/10.1007\/978-3-319-66923-6","journal-title":"Conf. APMS"},{"issue":"1","key":"975_CR36","doi-asserted-by":"publisher","first-page":"416","DOI":"10.1080\/21693277.2018.1540949","volume":"6","author":"M Sony","year":"2018","unstructured":"Sony, M.: Industry 4.0 and lean management: a proposed integration model and research propositions. Prod. Manuf. Res. 6(1), 416\u2013432 (2018). https:\/\/doi.org\/10.1080\/21693277.2018.1540949","journal-title":"Prod. Manuf. Res."},{"key":"975_CR37","doi-asserted-by":"crossref","unstructured":"P. Burggr, C. Lorber, A. Pyka, and J. Wagner, \u201cKaizen 40 towards an integrated framework for the lean-industry 40 transformation.\u201d 1: 692\u2013709, (2020)","DOI":"10.1007\/978-3-030-32523-7_52"},{"key":"975_CR38","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-31343-2_19","volume-title":"A multi-criteria decision-making model for digital transformation in manufacturing: a case study from automotive supplier industry","author":"HF Beyaz","year":"2020","unstructured":"Beyaz, H.F., Y\u0131ld\u0131r\u0131m, N.: A multi-criteria decision-making model for digital transformation in manufacturing: a case study from automotive supplier industry. Notes Mech. Eng Lect, Cham (2020). https:\/\/doi.org\/10.1007\/978-3-030-31343-2_19"},{"issue":"2017","key":"975_CR39","doi-asserted-by":"publisher","first-page":"267","DOI":"10.1016\/j.promfg.2018.04.028","volume":"23","author":"J Enke","year":"2018","unstructured":"Enke, J., Glass, R., Kre\u00df, A., Hambach, J., Tisch, M., Metternich, J.: Industrie 4.0 - competencies for a modern production system: a curriculum for learning factories. Procedia Manuf. 23(2017), 267\u2013272 (2018). https:\/\/doi.org\/10.1016\/j.promfg.2018.04.028","journal-title":"Procedia Manuf."},{"issue":"4","key":"975_CR40","doi-asserted-by":"publisher","first-page":"3","DOI":"10.24425\/119541","volume":"9","author":"J Villalba-Diez","year":"2018","unstructured":"Villalba-Diez, J., Ordieres-Mer\u00e9, J., Molina, M., Rossner, M., Lay, M.: Lean dendrochronology: complexity reduction by representation of kpi dynamics looking at strategic organizational design. Manag. Prod. Eng. Rev. 9(4), 3\u20139 (2018). https:\/\/doi.org\/10.24425\/119541","journal-title":"Manag. Prod. Eng. Rev."},{"issue":"4","key":"975_CR41","doi-asserted-by":"publisher","first-page":"810","DOI":"10.5937\/fmet1904810P","volume":"47","author":"AC Pereira","year":"2019","unstructured":"Pereira, A.C., Dinis-Carvalho, J., Alves, A.C., Arezes, P.: How Industry 4.0 can enhance lean practices. FME Trans. 47(4), 810\u2013822 (2019). https:\/\/doi.org\/10.5937\/fmet1904810P","journal-title":"FME Trans."},{"key":"975_CR42","doi-asserted-by":"publisher","unstructured":"N. Y. G. Yeen, K. H. Wong, H. Dunant, J. Lu, and H. S. Kang, \u201cIndustry 4.0 Enhanced Lean Manufacturing,\u201d Proc. 2019 8th Int. Conf. Ind. Technol. Manag. (ICITM), Cambridge, UK, 2\u20134 March, pp. 206\u2013211, (2019). doi: https:\/\/doi.org\/10.1109\/ICITM.2019.8710669","DOI":"10.1109\/ICITM.2019.8710669"},{"key":"975_CR43","volume-title":"The lean production system 40 framework - enhancing lean methods","author":"U Dombrowski","year":"2018","unstructured":"Dombrowski, U., Ritcher, T.: The lean production system 40 framework - enhancing lean methods. Springer International Publishing, London (2018)"},{"issue":"1","key":"975_CR44","doi-asserted-by":"publisher","first-page":"9","DOI":"10.22306\/al.v6i1.112","volume":"6","author":"M Pekar\u010d\u00edkov\u00e1","year":"2019","unstructured":"Pekar\u010d\u00edkov\u00e1, M., Trebu\u0148a, P., Kliment, M.: Digitalization effects on the usability of lean tools. Acta Logist. 6(1), 9\u201313 (2019). https:\/\/doi.org\/10.22306\/al.v6i1.112","journal-title":"Acta Logist."},{"key":"975_CR45","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2019.1672902","author":"F Rosin","year":"2019","unstructured":"Rosin, F., Forget, P., Lamouri, S., Pellerin, R.: Impacts of Industry 4.0 technologies on Lean principles. Int. J. Prod. Res. (2019). https:\/\/doi.org\/10.1080\/00207543.2019.1672902","journal-title":"Int. J. Prod. Res."},{"key":"975_CR46","doi-asserted-by":"publisher","first-page":"753","DOI":"10.1016\/j.procir.2019.03.189","volume":"81","author":"S Kolla","year":"2019","unstructured":"Kolla, S., Minufekr, M., Plapper, P.: Deriving essential components of lean and industry 4.0 assessment model for manufacturing SMEs. Procedia CIRP 81, 753\u2013758 (2019). https:\/\/doi.org\/10.1016\/j.procir.2019.03.189","journal-title":"Procedia CIRP"},{"key":"975_CR47","volume-title":"an information management framework to industry 4.0: a lean thinking approach","author":"L Teixeira","year":"2019","unstructured":"Teixeira, L., Ferreira, C., Sousa Santos, B.: an information management framework to industry 4.0: a lean thinking approach. Springer International Publishing, London (2019)"},{"key":"975_CR48","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01614-2_43","volume-title":"Possibilities of maintenance service process analyses and improvement through six sigma, lean and industry 4.0 implementation","author":"K Antosz","year":"2018","unstructured":"Antosz, K., Stadnicka, D.: Possibilities of maintenance service process analyses and improvement through six sigma, lean and industry 4.0 implementation. Springer International Publishing, London (2018)"},{"key":"975_CR49","doi-asserted-by":"publisher","first-page":"341","DOI":"10.1007\/978-3-319-66926-7","volume":"514","author":"H L\u00f6dding","year":"2017","unstructured":"L\u00f6dding, H., Riedel, R., Thoben, K.D., von Cieminski, G., Kiritsis, D.: Industry 4.0 and Lean Management \u2013 Synergy or contradition? IFIP Adv. Inf. Commun. Technol. 514, 341\u2013349 (2017). https:\/\/doi.org\/10.1007\/978-3-319-66926-7","journal-title":"IFIP Adv. Inf. Commun. Technol."},{"issue":"11","key":"975_CR50","doi-asserted-by":"publisher","first-page":"1035","DOI":"10.1016\/j.ifacol.2018.08.471","volume":"51","author":"SV Buer","year":"2018","unstructured":"Buer, S.V., Fragapane, G.I., Strandhagen, J.O.: The Data-Driven Process Improvement Cycle: Using Digitalization for Continuous Improvement. IFAC-PapersOnLine 51(11), 1035\u20131040 (2018). https:\/\/doi.org\/10.1016\/j.ifacol.2018.08.471","journal-title":"IFAC-PapersOnLine"},{"key":"975_CR51","doi-asserted-by":"publisher","DOI":"10.1016\/j.ifacol.2015.06.359","author":"D Kolberg","year":"2015","unstructured":"Kolberg, D., Z\u00fchlke, D.: Lean Automation enabled by Industry 40 Technologies. IFAC. (2015). https:\/\/doi.org\/10.1016\/j.ifacol.2015.06.359","journal-title":"IFAC."},{"key":"975_CR52","doi-asserted-by":"publisher","first-page":"860","DOI":"10.1108\/IJOPM-01-2019-0005","volume":"39","author":"GL Tortorella","year":"2019","unstructured":"Tortorella, G.L., Giglio, R., van Dun, D.H.: Industry 4.0 adoption as a moderator of the impact of lean production practices on operational performance improvement. Int. J. Oper. Prod. Manag. 39, 860\u2013886 (2019). https:\/\/doi.org\/10.1108\/IJOPM-01-2019-0005","journal-title":"Int. J. Oper. Prod. Manag."},{"key":"975_CR53","doi-asserted-by":"publisher","DOI":"10.1080\/14783363.2019.1696184","volume-title":"A comparison on industry 4.0 and lean production between manufacturers from emerging and developed economies","author":"GL Tortorella","year":"2019","unstructured":"Tortorella, G.L., Rossini, M., Costa, F., Portioli Staudacher, A., Sawhney, R.: A comparison on industry 4.0 and lean production between manufacturers from emerging and developed economies. Manag. Bus. Excell, Total Qual (2019). https:\/\/doi.org\/10.1080\/14783363.2019.1696184"},{"key":"975_CR54","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2019.1630772","author":"S Kamble","year":"2019","unstructured":"Kamble, S., Gunasekaran, A., Dhone, N.C.: Industry 4.0 and lean manufacturing practices for sustainable organisational performance in Indian manufacturing companies. Int. J. Prod. Res. (2019). https:\/\/doi.org\/10.1080\/00207543.2019.1630772","journal-title":"Int. J. Prod. Res."},{"issue":"5","key":"975_CR55","doi-asserted-by":"publisher","first-page":"559","DOI":"10.13140\/RG.2.2.16491.69929","volume":"8","author":"C Hotrawaisaya","year":"2019","unstructured":"Hotrawaisaya, C., Pakvichai, V., Sriyakul, T.: Lean production determinants and performance consequences of implementation of industry 4.0 in Thailand: evidence from manufacturing sector. Int. J. Supply Chain Manag. 8(5), 559\u2013571 (2019). https:\/\/doi.org\/10.13140\/RG.2.2.16491.69929","journal-title":"Int. J. Supply Chain Manag."},{"key":"975_CR56","doi-asserted-by":"publisher","first-page":"2475","DOI":"10.13140\/RG.2.2.16491.69929","volume":"2018","author":"GL Tortorella","year":"2018","unstructured":"Tortorella, G.L., Miorando, R.F., Fries, C.E., Vergara, A.M.C.: On the relationship between lean supply chain management and performance improvement by adopting industry 4.0 technologies. Proc. Int. Conf. Ind. Eng. Oper. Manag. 2018, 2475\u20132484 (2018). https:\/\/doi.org\/10.13140\/RG.2.2.16491.69929","journal-title":"Proc. Int. Conf. Ind. Eng. Oper. Manag."},{"issue":"9\u201312","key":"975_CR57","doi-asserted-by":"publisher","first-page":"3963","DOI":"10.1007\/s00170-019-03441-7","volume":"102","author":"M Rossini","year":"2019","unstructured":"Rossini, M., Costa, F., Tortorella, G.L., Portioli-Staudacher, A.: The interrelation between Industry 4.0 and lean production: an empirical study on European manufacturers. Int. J. Adv. Manuf. Technol. 102(9\u201312), 3963\u20133976 (2019). https:\/\/doi.org\/10.1007\/s00170-019-03441-7","journal-title":"Int. J. Adv. Manuf. Technol."},{"issue":"1","key":"975_CR58","doi-asserted-by":"publisher","first-page":"19","DOI":"10.2507\/IJSIMM18(1)455","volume":"18","author":"P Trebuna","year":"2019","unstructured":"Trebuna, P., Pekarcikova, M., Edl, M.: Digital value stream mapping using the tecnomatix plant simulation software. Int. J. Simul. Model. 18(1), 19\u201332 (2019). https:\/\/doi.org\/10.2507\/IJSIMM18(1)455","journal-title":"Int. J. Simul. Model."},{"issue":"6","key":"975_CR59","doi-asserted-by":"publisher","first-page":"393","DOI":"10.3139\/104.111931","volume":"113","author":"L Hartmann","year":"2018","unstructured":"Hartmann, L., Meudt, T., Seifermann, S., Metternich, J.: Value stream design 4.0: Designing lean value streams in times of digitalization and industrie 4.0. ZWF Zeitschrift fuer Wirtschaftlichen Fabrikbetr. 113(6), 393\u2013397 (2018). https:\/\/doi.org\/10.3139\/104.111931","journal-title":"ZWF Zeitschrift fuer Wirtschaftlichen Fabrikbetr."},{"key":"975_CR60","doi-asserted-by":"publisher","first-page":"1003","DOI":"10.1016\/j.procir.2018.03.003","volume":"72","author":"T Wagner","year":"2018","unstructured":"Wagner, T., Herrmann, C., Thiede, S.: Identifying target oriented Industrie 4.0 potentials in lean automotive electronics value streams. Procedia CIRP 72, 1003\u20131008 (2018). https:\/\/doi.org\/10.1016\/j.procir.2018.03.003","journal-title":"Procedia CIRP"},{"issue":"1","key":"975_CR61","doi-asserted-by":"publisher","first-page":"413","DOI":"10.1016\/j.cirp.2017.04.005","volume":"66","author":"T Meudt","year":"2017","unstructured":"Meudt, T., Metternich, J., Abele, E.: Value stream mapping 4.0: Holistic examination of value stream and information logistics in production. CIRP Ann. Manuf. Technol. 66(1), 413\u2013416 (2017). https:\/\/doi.org\/10.1016\/j.cirp.2017.04.005","journal-title":"CIRP Ann. Manuf. Technol."},{"key":"975_CR62","doi-asserted-by":"crossref","unstructured":"N. A. Phuong and T. Guidat, \u201cSustainable value stream mapping and technologies of Industry 4.0 in manufacturing process reconfiguration: A case study in an apparel company.\u201d In: Proc. 2018 IEEE Int. Conf. Serv. Oper. Logist. Informatics, SOLI 2018. pp. 85\u201390, (2018)","DOI":"10.1109\/SOLI.2018.8476750"},{"key":"975_CR63","doi-asserted-by":"publisher","first-page":"249","DOI":"10.1016\/j.procir.2018.08.309","volume":"78","author":"L Hartmann","year":"2018","unstructured":"Hartmann, L., Meudt, T., Seifermann, S., Metternich, J.: Value stream method 4.0: holistic method to analyse and design value streams in the digital age. Procedia CIRP 78, 249\u2013254 (2018). https:\/\/doi.org\/10.1016\/j.procir.2018.08.309","journal-title":"Procedia CIRP"},{"issue":"5","key":"975_CR64","doi-asserted-by":"publisher","first-page":"886","DOI":"10.1108\/JMTM-11-2017-0236","volume":"29","author":"A Lugert","year":"2018","unstructured":"Lugert, A., Batz, A., Winkler, H.: Empirical assessment of the future adequacy of value stream mapping in manufacturing industries. J. Manuf. Technol. Manag. 29(5), 886\u2013906 (2018). https:\/\/doi.org\/10.1108\/JMTM-11-2017-0236","journal-title":"J. Manuf. Technol. Manag."},{"key":"975_CR65","doi-asserted-by":"publisher","first-page":"701","DOI":"10.1016\/j.procir.2018.03.284","volume":"72","author":"A Lugert","year":"2018","unstructured":"Lugert, A., V\u00f6lker, K., Winkler, H.: Dynamization of Value Stream Management by technical and managerial approach. Procedia CIRP 72, 701\u2013706 (2018). https:\/\/doi.org\/10.1016\/j.procir.2018.03.284","journal-title":"Procedia CIRP"},{"key":"975_CR66","doi-asserted-by":"crossref","unstructured":"Y. C. Wang, L. F. Wang, Z. Y. Xu, Z. K. Li, F. Q. Wang, \u201cStudy on innovation and practice of independent auto companies lean digital factory building.\u201d In 19th international conference on industrial engineering and engineering management: assistive technology of industrial engineering. pp. 1369\u20131378, (2013)","DOI":"10.1007\/978-3-642-38391-5_145"},{"key":"975_CR67","doi-asserted-by":"publisher","DOI":"10.1108\/JMTM-11-2018-0417","author":"M Ghobakhloo","year":"2019","unstructured":"Ghobakhloo, M., Fathi, M.: Corporate survival in Industry 4.0 era the enabling role of lean-digitized manufacturing pdf. J. Manuf. Technol. Manag. (2019). https:\/\/doi.org\/10.1108\/JMTM-11-2018-0417","journal-title":"J. Manuf. Technol. Manag."},{"key":"975_CR68","volume-title":"Towards digital lean cyber-physical production systems: industry 40 technologies as enablers of leaner production","author":"D Powell","year":"2018","unstructured":"Powell, D., Romero, D., Gaiardelli, P., Cimini, C., Cavalieri, S.: Towards digital lean cyber-physical production systems: industry 40 technologies as enablers of leaner production, vol. 536. Springer International Publishing, London (2018)"},{"issue":"7","key":"975_CR69","doi-asserted-by":"publisher","first-page":"3159805","DOI":"10.3390\/s17071500","volume":"17","author":"J Ma","year":"2017","unstructured":"Ma, J., Wang, Q., Zhao, Z.: SLAE\u2013CPS: Smart lean automation engine enabled by cyber-physical systems technologies. Sensors 17(7), 3159805 (2017). https:\/\/doi.org\/10.3390\/s17071500","journal-title":"Sensors"},{"key":"975_CR70","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1007\/978-3-030-20040-4_5","volume":"959","author":"B Adrian","year":"2020","unstructured":"Adrian, B., Hinrichsen, S., Nikolenko, A., Meyer, F.: How to combine lean, human factors and digital manufacturing \u2013 a teaching concept. Adv. Intell. Syst. Comput. 959, 45\u201355 (2020). https:\/\/doi.org\/10.1007\/978-3-030-20040-4_5","journal-title":"Adv. Intell. Syst. Comput."},{"key":"975_CR71","doi-asserted-by":"publisher","first-page":"26","DOI":"10.1016\/j.procir.2016.05.081","volume":"50","author":"E Rauch","year":"2016","unstructured":"Rauch, E., Dallasega, P., Matt, D.T.: The way from lean product development (LPD) to smart product development (SPD). Procedia CIRP 50, 26\u201331 (2016). https:\/\/doi.org\/10.1016\/j.procir.2016.05.081","journal-title":"Procedia CIRP"},{"key":"975_CR72","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1007\/978-3-030-30000-5_1","volume":"566","author":"D Romero","year":"2019","unstructured":"Romero, D., Gaiardelli, P., Powell, D., Wuest, T., Th\u00fcrer, M.: Total quality management and quality circles in the digital lean manufacturing world. IFIP Adv. Inf. Commun. Technol. 566, 3\u201311 (2019). https:\/\/doi.org\/10.1007\/978-3-030-30000-5_1","journal-title":"IFIP Adv. Inf. Commun. Technol."},{"key":"975_CR73","doi-asserted-by":"publisher","first-page":"376","DOI":"10.1016\/j.procir.2018.08.316","volume":"78","author":"M Meister","year":"2018","unstructured":"Meister, M., B\u00f6ing, T., Batz, S., Metternich, J.: Problem-solving process design in production: current progress and action required. Procedia CIRP 78, 376\u2013381 (2018). https:\/\/doi.org\/10.1016\/j.procir.2018.08.316","journal-title":"Procedia CIRP"},{"key":"975_CR74","doi-asserted-by":"publisher","first-page":"586","DOI":"10.1016\/j.promfg.2018.06.097","volume":"25","author":"AG Uriarte","year":"2018","unstructured":"Uriarte, A.G., Ng, A.H.C., Moris, M.U.: Supporting the lean journey with simulation and optimization in the context of Industry 4.0. Procedia Manuf. 25, 586\u2013593 (2018). https:\/\/doi.org\/10.1016\/j.promfg.2018.06.097","journal-title":"Procedia Manuf."},{"key":"975_CR75","doi-asserted-by":"publisher","first-page":"v","DOI":"10.1007\/978-3-319-99704-9","volume":"535","author":"I Moon","year":"2018","unstructured":"Moon, I., Lee, G.M., Park, J., Kiritsis, D., von Cieminski, G.: Digital lean cyber-physical production systems: the emergence of digital lean manufacturing and the significance of digital waste. IFIP Adv. Inf. Commun. Technol. 535, v\u2013vi (2018). https:\/\/doi.org\/10.1007\/978-3-319-99704-9","journal-title":"IFIP Adv. Inf. Commun. Technol."},{"key":"975_CR76","doi-asserted-by":"publisher","first-page":"37","DOI":"10.1007\/978-3-030-30000-5_5","volume":"566","author":"D Romero","year":"2019","unstructured":"Romero, D., Gaiardelli, P., Th\u00fcrer, M., Powell, D., Wuest, T.: Cyber-physical waste identification and elimination strategies in the digital lean manufacturing world. IFIP Adv. Inf. Commun. Technol. 566, 37\u201345 (2019). https:\/\/doi.org\/10.1007\/978-3-030-30000-5_5","journal-title":"IFIP Adv. Inf. Commun. Technol."},{"key":"975_CR77","doi-asserted-by":"publisher","DOI":"10.1201\/b19484","volume-title":"The lean practitioner\u2019s field book: proven, practical, profitable and powerful techniques for making lean really work","author":"C Protzman","year":"2016","unstructured":"Protzman, C., Whiton, F., Kerpchar, J., Lewandowski, C., Stenberg, S., Grounds, P.: The lean practitioner\u2019s field book: proven, practical, profitable and powerful techniques for making lean really work. CRC Press, New Jersey (2016)"},{"key":"975_CR78","unstructured":"R. Wheeler, \u201cVisual management boards: what are they and how do you use them?,\u201d Life Cycle Eng., 2016."},{"key":"975_CR79","doi-asserted-by":"publisher","DOI":"10.1201\/9781315204949","volume-title":"Visual workplace visual thinking: creating enterprise excellence through the technologies of the visual workplace","author":"G Galsworth","year":"2017","unstructured":"Galsworth, G.: Visual workplace visual thinking: creating enterprise excellence through the technologies of the visual workplace, 1st edn. Productivity Press, Netharland (2017)","edition":"1"},{"key":"975_CR80","doi-asserted-by":"publisher","first-page":"163","DOI":"10.4018\/978-1-5225-5445-5.ch010","volume-title":"Handbook of research on green engineering techniques for modern manufacturing","author":"M Oliveira","year":"2019","unstructured":"Oliveira, M., Jorge, D., Pe\u00e7as, P.: Methodology of operationalization of KPIs for shop-floor. In: Handbook of research on green engineering techniques for modern manufacturing, pp. 163\u2013191. IGI Global, Pennsylvania (2019)"},{"key":"975_CR81","volume-title":"A Revolution in Manufacturing: The SMED System","author":"S Shingo","year":"1985","unstructured":"Shingo, S., Dillon, A.P.: A Revolution in Manufacturing: The SMED System. Productivity Press, Netharland (1985)"},{"key":"975_CR82","volume-title":"Setup performance indicators: a tool to systematize and standardize the setup process diagnosis","author":"J Morgado","year":"2013","unstructured":"Morgado, J., Pe\u00e7as, P., Jorge, A., Henriques, E., Cernadas, R., Furtado, S.: Setup performance indicators: a tool to systematize and standardize the setup process diagnosis. Springer, London (2013)"},{"key":"975_CR83","doi-asserted-by":"publisher","DOI":"10.1080\/00207540050031823","author":"RI McIntosh","year":"2000","unstructured":"McIntosh, R.I., Culley, S.J., Mileham, A.R., Owen, G.W.: A critical evaluation of shingo\u2019s \u2018SMED\u2019 (single minute exchange of die) methodology. Int. J. Prod. Res. (2000). https:\/\/doi.org\/10.1080\/00207540050031823","journal-title":"Int. J. Prod. Res."},{"key":"975_CR84","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2006.889070","author":"R McIntosh","year":"2007","unstructured":"McIntosh, R., Owen, G., Culley, S., Mileham, T.: Changeover improvement: reinterpreting shingo\u2019s \u2018SMED\u2019 methodology. IEEE Trans. Eng. Manag. (2007). https:\/\/doi.org\/10.1109\/TEM.2006.889070","journal-title":"IEEE Trans. Eng. Manag."},{"key":"975_CR85","doi-asserted-by":"publisher","DOI":"10.1016\/j.promfg.2018.10.103","author":"E Sousa","year":"2018","unstructured":"Sousa, E., Silva, F.J.G., Ferreira, L.P., Pereira, M.T., Gouveia, R., Silva, R.P.: Applying SMED methodology in cork stoppers production. Procedia Manuf (2018). https:\/\/doi.org\/10.1016\/j.promfg.2018.10.103","journal-title":"Procedia Manuf"},{"issue":"2","key":"975_CR86","doi-asserted-by":"publisher","first-page":"167","DOI":"10.1111\/j.1468-2370.2012.00342.x","volume":"15","author":"E Bell","year":"2013","unstructured":"Bell, E., Davison, J.: Visual management studies: empirical and theoretical approaches. Int. J. Manag. Rev. 15(2), 167\u2013184 (2013). https:\/\/doi.org\/10.1111\/j.1468-2370.2012.00342.x","journal-title":"Int. J. Manag. Rev."},{"key":"975_CR87","doi-asserted-by":"publisher","DOI":"10.1016\/j.promfg.2017.02.058","author":"LP Steenkamp","year":"2017","unstructured":"Steenkamp, L.P., Hagedorn-Hansen, D., Oosthuizen, G.A.: Visual management system to manage manufacturing resources. Procedia Manuf. (2017). https:\/\/doi.org\/10.1016\/j.promfg.2017.02.058","journal-title":"Procedia Manuf."},{"key":"975_CR88","unstructured":"D. Parmenter, Key performance indicators (KPI). (2010)"},{"key":"975_CR89","first-page":"7","volume":"83","author":"RS Kaplan","year":"2005","unstructured":"Kaplan, R.S., Norton, D.P.: The balanced scorecard: Measures That drive performance. Harvard Business Rev. 83, 7\u20138 (2005)","journal-title":"Harvard Business Rev."},{"key":"975_CR90","volume-title":"Key Performance Indicators for Dummiers","author":"B Marr","year":"2015","unstructured":"Marr, B.: Key Performance Indicators for Dummiers. Wiley, New Jersey (2015)"},{"key":"975_CR91","unstructured":"ISO, \u201cISO 22400: Automation systems and integration \u2014 Key performance indicators (KPIs) for manufacturing operations management \u2014 Part 1: Overview, concepts and terminology,\u201d (2014)"},{"key":"975_CR92","doi-asserted-by":"publisher","DOI":"10.1016\/j.procir.2016.11.107","author":"H Tokola","year":"2016","unstructured":"Tokola, H., Gr\u00f6ger, C., J\u00e4rvenp\u00e4\u00e4, E., Niemi, E.: Designing manufacturing dashboards on the basis of a key performance indicator survey. Procedia CIRP (2016). https:\/\/doi.org\/10.1016\/j.procir.2016.11.107","journal-title":"Procedia CIRP"},{"issue":"5","key":"975_CR93","first-page":"926","volume":"50","author":"SR Kahn","year":"2013","unstructured":"Kahn, S.R.: Key performance indicators: the 75 measures every manager needs to know. Choice Curr. Rev. Acad. Libr. 50(5), 926 (2013)","journal-title":"Choice Curr. Rev. Acad. Libr."},{"key":"975_CR94","doi-asserted-by":"publisher","first-page":"183","DOI":"10.1016\/j.promfg.2018.10.034","volume":"17","author":"D Sly","year":"2018","unstructured":"Sly, D.: Integrating 3D product models with assembly line balancing via process consumption. Proc. Manufactur. 17, 183\u2013189 (2018)","journal-title":"Proc. Manufactur."},{"key":"975_CR95","doi-asserted-by":"publisher","DOI":"10.1016\/j.psep.2018.05.009","author":"SS Kamble","year":"2018","unstructured":"Kamble, S.S., Gunasekaran, A., Gawankar, S.A.: Sustainable industry 4.0 framework: a systematic literature review identifying the current trends and future perspectives. Process Saf. Environ. Prot. (2018). https:\/\/doi.org\/10.1016\/j.psep.2018.05.009","journal-title":"Process Saf. Environ. Prot."},{"key":"975_CR96","doi-asserted-by":"publisher","DOI":"10.1016\/j.compind.2020.103333","author":"A Amaral","year":"2020","unstructured":"Amaral, A., Pe\u00e7as, P.: SMEs and industry 40: two case studies of digitalization for a smoother integration. Comput. Ind. (2020). https:\/\/doi.org\/10.1016\/j.compind.2020.103333","journal-title":"Comput. Ind."},{"key":"975_CR97","doi-asserted-by":"publisher","first-page":"1103","DOI":"10.1016\/j.promfg.2019.10.039","volume":"41","author":"A Amaral","year":"2020","unstructured":"Amaral, A., Jorge, D., Pe\u00e7as, P.: Small medium enterprises and industry 4.0: current models\u2019 ineptitude and the proposal of a methodology to successfully implement industry 4.0. Procedia Manuf. 41, 1103\u20131110 (2020). https:\/\/doi.org\/10.1016\/j.promfg.2019.10.039","journal-title":"Procedia Manuf."}],"container-title":["International Journal on Interactive Design and Manufacturing (IJIDeM)"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s12008-022-00975-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s12008-022-00975-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s12008-022-00975-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,10,22]],"date-time":"2022-10-22T18:48:53Z","timestamp":1666464533000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s12008-022-00975-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,8,2]]},"references-count":97,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2022,12]]}},"alternative-id":["975"],"URL":"https:\/\/doi.org\/10.1007\/s12008-022-00975-1","relation":{},"ISSN":["1955-2513","1955-2505"],"issn-type":[{"value":"1955-2513","type":"print"},{"value":"1955-2505","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,8,2]]},"assertion":[{"value":"23 May 2021","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"23 June 2022","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"2 August 2022","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"Not applicable.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}},{"value":"Not applicable.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethics approval"}}]}}