{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,5]],"date-time":"2025-11-05T06:53:58Z","timestamp":1762325638902,"version":"3.40.5"},"reference-count":36,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2023,6,14]],"date-time":"2023-06-14T00:00:00Z","timestamp":1686700800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,6,14]],"date-time":"2023-06-14T00:00:00Z","timestamp":1686700800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Ann Oper Res"],"published-print":{"date-parts":[[2025,5]]},"DOI":"10.1007\/s10479-023-05435-x","type":"journal-article","created":{"date-parts":[[2023,6,14]],"date-time":"2023-06-14T14:04:00Z","timestamp":1686751440000},"page":"1183-1194","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Impact of industry 4.0 on supply chain in made to order industries"],"prefix":"10.1007","volume":"348","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3642-6989","authenticated-orcid":false,"given":"Ramakrishnan","family":"Raman","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pranav","family":"Vyas","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hardik","family":"Vachharajani","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2023,6,14]]},"reference":[{"issue":"1","key":"5435_CR1","doi-asserted-by":"publisher","first-page":"19","DOI":"10.1016\/j.ijpe.2004.12.027","volume":"104","author":"T Ala-Risku","year":"2006","unstructured":"Ala-Risku, T., & Karkkainen, M. (2006). Material delivery problems in construction projects: A possible solution. International Journal of Production Research, 104(1), 19\u201329.","journal-title":"International Journal of Production Research"},{"issue":"15\u201316","key":"5435_CR2","doi-asserted-by":"publisher","first-page":"4719","DOI":"10.1080\/00207543.2017.1402140","volume":"57","author":"M Ben-Daya","year":"2019","unstructured":"Ben-Daya, M., Hassini, E., & Bahroun, Z. (2019). Internet of things and supply chain management: Aliterature review. International Journal of Production Research, 57(15\u201316), 4719\u20134742.","journal-title":"International Journal of Production Research"},{"issue":"3","key":"5435_CR3","first-page":"37","volume":"8","author":"M Brettel","year":"2014","unstructured":"Brettel, M., Friederichsen, N., Keller, M., & Rosenberg, M. (2014). How Virtualization, decentralization and network building change the manufacturing landscape: An industry 4.0 perspective. International Journal of Mechanical, Aerospace, Industrial and Mechatronics Engineering, 8(3), 37\u201344.","journal-title":"International Journal of Mechanical, Aerospace, Industrial and Mechatronics Engineering"},{"issue":"5","key":"5435_CR4","doi-asserted-by":"publisher","first-page":"311","DOI":"10.1016\/S0263-7863(97)00029-X","volume":"16","author":"F Caron","year":"1998","unstructured":"Caron, F., Marchet, G., & Perego, A. (1998). Project logistics: Integrating the procurement and construction processes. International Journal of Project Management, 16(5), 311\u2013319.","journal-title":"International Journal of Project Management"},{"key":"5435_CR5","doi-asserted-by":"publisher","first-page":"833","DOI":"10.1016\/j.procs.2015.07.152","volume":"55","author":"M Colin","year":"2015","unstructured":"Colin, M., Galindo, R., & Hern\u00e1ndez, O. (2015). Information and communication technology as a key strategy for efficient supply chain management in manufacturing SMEs. Procedia Computer Science, 55, 833\u2013842.","journal-title":"Procedia Computer Science"},{"issue":"2","key":"5435_CR8","doi-asserted-by":"publisher","first-page":"357","DOI":"10.1108\/BPMJ-05-2015-0079","volume":"22","author":"M Ferretti","year":"2016","unstructured":"Ferretti, M., & Schiavone, F. (2016). Internet of Things and business processes redesign in seaports: The case of Hamburg. Business Process Management Journal, 22(2), 357\u2013367.","journal-title":"Business Process Management Journal"},{"key":"5435_CR9","doi-asserted-by":"publisher","first-page":"49","DOI":"10.1016\/j.jnca.2016.09.015","volume":"76","author":"P Goudarzi","year":"2016","unstructured":"Goudarzi, P., TabatabaeeMalazi, H., & Ahmadi, M. (2016). Khorramshahr: A scalable peer to peer architecture for port warehouse management system. Journal of Network & Computer Applications, 76, 49\u201359.","journal-title":"Journal of Network & Computer Applications"},{"key":"5435_CR10","doi-asserted-by":"publisher","first-page":"88","DOI":"10.1016\/j.ijpe.2014.09.005","volume":"159","author":"I Harris","year":"2015","unstructured":"Harris, I., Wang, Y., & Wang, H. (2015). ICT in multimodal transport and technological trends: Unleashing potential for the future. International Journal of Production Economics, 159, 88\u2013103.","journal-title":"International Journal of Production Economics"},{"key":"5435_CR11","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1016\/j.compind.2017.04.002","volume":"89","author":"E Hofmann","year":"2017","unstructured":"Hofmann, E., & R\u00fcsch, M. (2017). Industry 4.0 and the current status as well as future prospects on logistics. Computers in Industry, 89, 23\u201334.","journal-title":"Computers in Industry"},{"issue":"4","key":"5435_CR12","doi-asserted-by":"publisher","first-page":"421","DOI":"10.1108\/SCM-10-2013-0387","volume":"19","author":"J Holmstr\u00f6m","year":"2014","unstructured":"Holmstr\u00f6m, J., & Partanen, J. (2014). Digital manufacturing-driven transformations of service supply chains for complex products. Supply Chain Management: An International Journal, 19(4), 421\u2013430.","journal-title":"Supply Chain Management: An International Journal"},{"issue":"12","key":"5435_CR13","doi-asserted-by":"publisher","first-page":"839","DOI":"10.1016\/j.ifacol.2016.07.879","volume":"49","author":"D Ivanov","year":"2016","unstructured":"Ivanov, D., Sokolov, B., & Ivanova, M. (2016). Schedule coordination in cyber-physical supply networks Industry 4.0. IFAC-PapersOnLine, 49(12), 839\u2013844.","journal-title":"IFAC-PapersOnLine"},{"key":"5435_CR14","doi-asserted-by":"crossref","unstructured":"Kagermann, H., Wahlster, W., and Helbig, J. (2013). Recommendations for implementing the strategic initiative Industrie 4.0 \u2013 Final report of the Industrie 4.0 Working Group. Communication Promoters Group of the Industry-Science Research","DOI":"10.3390\/sci4030026"},{"issue":"3","key":"5435_CR15","doi-asserted-by":"publisher","first-page":"165","DOI":"10.1111\/jbl.12057","volume":"35","author":"DJ Ketchen","year":"2014","unstructured":"Ketchen, D. J., Crook, R. T., & Craighead, C. W. (2014). From supply chains to supply ecosystems: Implications for strategic sourcing research and practice. Journal of Business Logistics, 35(3), 165\u2013171.","journal-title":"Journal of Business Logistics"},{"key":"5435_CR16","doi-asserted-by":"publisher","first-page":"8","DOI":"10.1142\/S1363919617400151","volume":"21","author":"D Kiel","year":"2017","unstructured":"Kiel, D., M\u00fcller, J. M., Arnold, C., & Voigt, K.-I. (2017). Sustainable industrial value creation: Benefits and challenges of industry 4.0. International Journal of Innovation Management, 21, 8.","journal-title":"International Journal of Innovation Management"},{"key":"5435_CR17","doi-asserted-by":"publisher","first-page":"817","DOI":"10.1108\/IJOPM-08-2019-788","volume":"39","author":"L Koh","year":"2019","unstructured":"Koh, L., Orzes, G., & Jia, F. J. (2019a). The fourth industrial revolution (Industry 4.0): technologies disruption on operations and supply chain management. International Journal of Operations & Production Management, 39, 817\u2013828.","journal-title":"International Journal of Operations & Production Management"},{"issue":"4","key":"5435_CR18","doi-asserted-by":"publisher","first-page":"239","DOI":"10.1007\/s12599-014-0334-4","volume":"6","author":"H Lasi","year":"2014","unstructured":"Lasi, H., Fettke, P., Kemper, H. G., Feld, T., & Hoffmann, M. (2014a). Industry 4.0. Business & Information Systems Engineering, 6(4), 239\u2013242.","journal-title":"Business & Information Systems Engineering"},{"issue":"4","key":"5435_CR19","doi-asserted-by":"publisher","first-page":"239","DOI":"10.1007\/s12599-014-0334-4","volume":"6","author":"H Lasi","year":"2014","unstructured":"Lasi, H., Kemper, H., Fettke, P., Feld, T., & Hoffmann, M. (2014b). Industry 4.0. Business & Information Systems Engineering, 6(4), 239\u2013242.","journal-title":"Business & Information Systems Engineering"},{"key":"5435_CR20","doi-asserted-by":"publisher","first-page":"18","DOI":"10.1016\/j.mfglet.2014.12.001","volume":"3","author":"J Lee","year":"2015","unstructured":"Lee, J., Bagheri, B., & Kao, H. (2015). A cyber-physical systems architecture for Industry 4.0-based manufacturing systems. Manufacturing Letters, 3, 18\u201323.","journal-title":"Manufacturing Letters"},{"issue":"6","key":"5435_CR21","doi-asserted-by":"publisher","first-page":"1696","DOI":"10.1016\/j.jnca.2013.02.019","volume":"36","author":"W Li","year":"2013","unstructured":"Li, W., Zhong, Y., Wang, X., & Cao, Y. (2013). Resource virtualization and service selection in cloud logistics. Journal of Network & Computer Applications, 36(6), 1696\u20131704.","journal-title":"Journal of Network & Computer Applications"},{"key":"5435_CR22","doi-asserted-by":"publisher","first-page":"925","DOI":"10.1016\/j.cie.2018.11.030","volume":"127","author":"E Manavalan","year":"2019","unstructured":"Manavalan, E., & Jayakrishna, K. (2019). A review of internet of things (IoT) embedded sustainable supply chain for industry 4.0 requirements. Computers & Industrial Engineering, 127, 925\u2013953.","journal-title":"Computers & Industrial Engineering"},{"key":"5435_CR23","doi-asserted-by":"publisher","first-page":"1","DOI":"10.3390\/su10010247","volume":"10","author":"JM M\u00fcller","year":"2018","unstructured":"M\u00fcller, J. M., Kiel, D., & Voigt, K. I. (2018). What Drives the Implementation of Industry 4.0? The Role of Opportunities and Challenges in the Context of Sustainability. Sustainability, 10, 1.","journal-title":"Sustainability"},{"key":"5435_CR24","doi-asserted-by":"publisher","first-page":"254","DOI":"10.1016\/j.cor.2017.07.004","volume":"98","author":"T Nguyen","year":"2018","unstructured":"Nguyen, T., Li, Z. H. O. U., Spiegler, V., Ieromonachou, P., & Lin, Y. (2018). Big data analytics in supply chain management: A state-of-the-art literature review. Computers & Operations Research, 98, 254\u2013264.","journal-title":"Computers & Operations Research"},{"key":"5435_CR25","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1016\/j.ijpe.2014.09.001","volume":"159","author":"X Qiu","year":"2015","unstructured":"Qiu, X., Luo, H., Xu, G., Zhong, R., & Huang, G. Q. (2015). Physical assets and service sharing for IoT-enabled Supply Hub in Industrial Park (SHIP). International Journal of Production Economics, 159, 4\u201315.","journal-title":"International Journal of Production Economics"},{"key":"5435_CR26","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-022-05006-6","author":"MM Queiroz","year":"2022","unstructured":"Queiroz, M. M., FossoWamba, S., ChiappettaJabbour, C. J., de Sousa, L., Jabbour, A. B., & Machado, M. C. (2022). Adoption of Industry 4.0 technologies by organizations: a maturity levels perspective. Annals of Operations Research. https:\/\/doi.org\/10.1007\/s10479-022-05006-6","journal-title":"Annals of Operations Research"},{"issue":"3","key":"5435_CR27","doi-asserted-by":"publisher","first-page":"789","DOI":"10.1007\/s12652-017-0533-1","volume":"9","author":"JA Saucedo-Mart\u00ednez","year":"2018","unstructured":"Saucedo-Mart\u00ednez, J. A., P\u00e9rez-Lara, M., Marmolejo-Saucedo, J. A., Salais-Fierro, T. E., & Vasant, P. (2018). Industry 4.0 framework for management and operations: A review. Journal of Ambient Intelligence and Humanized Computing, 9(3), 789\u2013801.","journal-title":"Journal of Ambient Intelligence and Humanized Computing"},{"issue":"4","key":"5435_CR29","doi-asserted-by":"publisher","first-page":"332","DOI":"10.1080\/10919392.2011.614202","volume":"21","author":"X Shi","year":"2011","unstructured":"Shi, X., Tao, D., & Vo\u00df, S. (2011). RFID Technology and its Application to Port-Based Container Logistics. Journal of Organizational Computing & Electronic Commerce, 21(4), 332\u2013347.","journal-title":"Journal of Organizational Computing & Electronic Commerce"},{"key":"5435_CR30","unstructured":"Sprovieri, J. (2019), \u201cIndustry 4.0 is well underway\u201d, available at: www.assemblymag.com\/articles\/94970-industry-40-is-well-underway (accessed June 22, 2022)."},{"key":"5435_CR31","unstructured":"St\u00f6lzle, W., Hofmann, E. and Oettmeier, K. (2017), \u201cFokusstudie: Logistik und Supply Chain Management in Zeitalter der Digitalisierung\u201d, Logistikmarktstudie Schweiz (Band), GS1 Switzerland, Bern."},{"key":"5435_CR32","doi-asserted-by":"publisher","first-page":"223","DOI":"10.1016\/j.ijpe.2014.12.034","volume":"165","author":"K Tan","year":"2015","unstructured":"Tan, K., Zhan, Y., Ji, G., Ye, F., & Chang, C. (2015). Harvesting big data to enhance supply chain innovation capabilities: An analytic infrastructure based on deduction graph. International Journal of Production Economics, 165, 223\u2013233.","journal-title":"International Journal of Production Economics"},{"issue":"3","key":"5435_CR33","doi-asserted-by":"publisher","first-page":"555","DOI":"10.1016\/j.ifacol.2015.06.139","volume":"48","author":"I Veza","year":"2015","unstructured":"Veza, I., Mladineo, M., & Gjeldum, N. (2015). Managing Innovative Production Network of Smart Factories. IFAC-PapersOnLine, 48(3), 555\u2013560.","journal-title":"IFAC-PapersOnLine"},{"issue":"2","key":"5435_CR34","doi-asserted-by":"publisher","first-page":"411","DOI":"10.1109\/TASE.2016.2523639","volume":"13","author":"B Vogel-Heuser","year":"2016","unstructured":"Vogel-Heuser, B., & Hess, D. (2016). Industry 4.0 \u2013 prerequisites and visions. IEEE Transactions on Automation Science and Engineering, 13(2), 411\u2013413.","journal-title":"IEEE Transactions on Automation Science and Engineering"},{"issue":"1","key":"5435_CR36","doi-asserted-by":"publisher","first-page":"183","DOI":"10.1080\/00207543.2010.508944","volume":"49","author":"LD Xu","year":"2010","unstructured":"Xu, L. D. (2010). Information architecture for supply chain quality management. International Journal of Production Research, 49(1), 183\u2013198.","journal-title":"International Journal of Production Research"},{"key":"5435_CR37","doi-asserted-by":"publisher","first-page":"235","DOI":"10.1016\/j.tre.2013.11.009","volume":"61","author":"R Zhang","year":"2014","unstructured":"Zhang, R., Lu, J., & Wang, D. (2014). Container drayage problem with flexible orders and its near real-time solution strategies. Transportation Research: Part E, 61, 235\u2013251.","journal-title":"Transportation Research: Part E"},{"issue":"2","key":"5435_CR38","doi-asserted-by":"publisher","first-page":"1075","DOI":"10.1007\/s10479-022-04689-1","volume":"322","author":"G Zhang","year":"2023","unstructured":"Zhang, G., Yang, Y., & Yang, G. (2023). Smart supply chain management in Industry 4.0: The review, research agenda and strategies in North America. Annals of Operations Research, 322(2), 1075\u20131117.","journal-title":"Annals of Operations Research"},{"key":"5435_CR39","unstructured":"Zhang, G., Supply chain opportunities in industry 4.0, The 6th international Asia conference on industrial engineering and management innovation, July 2015, China"},{"key":"5435_CR40","doi-asserted-by":"publisher","first-page":"260","DOI":"10.1016\/j.ijpe.2015.02.014","volume":"165","author":"RY Zhong","year":"2015","unstructured":"Zhong, R. Y., Huang, G. Q., Lan, S., Dai, Q., Chen, X., & Zhang, T. (2015). A big data approach for logistics trajectory discovery from RFID-enabled production data. International Journal of Production Economics, 165, 260\u2013272.","journal-title":"International Journal of Production Economics"}],"container-title":["Annals of Operations Research"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10479-023-05435-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10479-023-05435-x\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10479-023-05435-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,12]],"date-time":"2025-05-12T09:11:23Z","timestamp":1747041083000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10479-023-05435-x"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6,14]]},"references-count":36,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2025,5]]}},"alternative-id":["5435"],"URL":"https:\/\/doi.org\/10.1007\/s10479-023-05435-x","relation":{},"ISSN":["0254-5330","1572-9338"],"issn-type":[{"type":"print","value":"0254-5330"},{"type":"electronic","value":"1572-9338"}],"subject":[],"published":{"date-parts":[[2023,6,14]]},"assertion":[{"value":"31 May 2023","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"14 June 2023","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"Authors Ramakrishnan Raman, Pranav Vyas and Hardik Vachharajani declare that they have no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}},{"value":"This article does not contain any studies with animals performed by any of the authors.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethical approval"}},{"value":"Informed consent was obtained from all individual participants included in the study.","order":4,"name":"Ethics","group":{"name":"EthicsHeading","label":"Informed consent"}}]}}