{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,9]],"date-time":"2026-04-09T12:27:59Z","timestamp":1775737679639,"version":"3.50.1"},"publisher-location":"Cham","reference-count":33,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030335847","type":"print"},{"value":"9783030335854","type":"electronic"}],"license":[{"start":{"date-parts":[[2019,10,27]],"date-time":"2019-10-27T00:00:00Z","timestamp":1572134400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020]]},"DOI":"10.1007\/978-3-030-33585-4_63","type":"book-chapter","created":{"date-parts":[[2019,10,26]],"date-time":"2019-10-26T12:03:38Z","timestamp":1572091418000},"page":"653-661","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":37,"title":["Digital Twins in Supply Chain Management: A Brief Literature Review"],"prefix":"10.1007","author":[{"given":"Jose Antonio","family":"Marmolejo-Saucedo","sequence":"first","affiliation":[]},{"given":"Margarita","family":"Hurtado-Hernandez","sequence":"additional","affiliation":[]},{"given":"Ricardo","family":"Suarez-Valdes","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,10,27]]},"reference":[{"key":"63_CR1","unstructured":"Andriole, S.: Gartner\u2019s 10 TECHNOLOGY Trends for 2019: The Good, the Obvious and the Missing. Forbes.com (2018). \n                  https:\/\/www.forbes.com\/sites\/steveandriole\/2018\/10\/22\/gartners-10-technology-trends-for-2019-the-good-the-obvious-and-the-missing\/#7b5385cb5999\n                  \n                . Accessed 14 Dec 2018"},{"key":"63_CR2","unstructured":"Aronow, S., Ennis, K., Romano, J.: Login Page. [online] Gartner.com (2018). \n                  https:\/\/www.gartner.com\/document\/3875506?ref=solrAll&refval=212943992&qid=\n                  \n                . Accessed 15 Dec 2018"},{"key":"63_CR3","first-page":"59","volume-title":"Mechatronic Futures","author":"Stefan Boschert","year":"2016","unstructured":"Boschert, S., Rosen, R.: Digital twin\u2014the simulation aspect. In: Mechatronic Futures, pp. 59\u201374. Springer, Cham. (2016)"},{"key":"63_CR4","unstructured":"Cearly, D., Burke, B.: Login Page. [online] Gartner.com (2018). \n                  https:\/\/www.gartner.com\/document\/3891569?ref=solrAll&refval=212130682&qid=\n                  \n                . Accessed 15 Dec 2018"},{"key":"63_CR5","unstructured":"Cearly, V., Kerremans, W., Burke, B.: Login Page. [online] Gartner.com (2018). \n                  https:\/\/www.gartner.com\/document\/3867164?ref=solrAll&refval=212943992&qid=\n                  \n                . Accessed 15 Dec 2018"},{"key":"63_CR6","unstructured":"Cearly, V., Kerremans, W., Burke, B.: Login Page. [online] Gartner.com (2018). \n                  https:\/\/www.gartner.com\/document\/3867164?ref=solrAll&refval=212130682&qid=\n                  \n                . Accessed 14 Dec 2018"},{"issue":"1","key":"63_CR7","doi-asserted-by":"publisher","first-page":"51","DOI":"10.1007\/s41635-017-0031-0","volume":"2","author":"S Chhetri","year":"2017","unstructured":"Chhetri, S., Faezi, S., Rashid, N., Al Faruque, M.: Manufacturing supply chain and product lifecycle security in the era of industry 4.0. J. Hardw. Syst. Secur. 2(1), 51\u201368 (2017)","journal-title":"J. Hardw. Syst. Secur."},{"key":"63_CR8","doi-asserted-by":"publisher","first-page":"1189","DOI":"10.1007\/s12652-018-0953-6","volume":"10","author":"J Guo","year":"2018","unstructured":"Guo, J., Zhao, N., Sun, L., Zhang, S.: Modular based flexible digital twin for factory design. J. Ambient Intell. Hum. Comput. 10, 1189\u20131200 (2018)","journal-title":"J. Ambient Intell. Hum. Comput."},{"key":"63_CR9","unstructured":"Howells, R.: SAP BrandVoice: Should Businesses Be Scared To Meet Their Digital Twin? [online] Forbes.com (2018). \n                  https:\/\/www.forbes.com\/sites\/sap\/2018\/02\/28\/should-businesses-be-scared-to-meet-their-digital-twin\/#1464c02063a1\n                  \n                . Accessed 14 Dec 2018"},{"key":"63_CR10","unstructured":"Howells, R.: SAP BrandVoice: The Digital Twin Effect: Four Ways It Can Revitalize Your Business. [online] Forbes.com (2018). \n                  https:\/\/www.forbes.com\/sites\/sap\/2018\/06\/22\/the-digital-twin-effect-four-ways-it-can-revitalize-your-business\/#7c538ff55835\n                  \n                . Accessed 14 Dec 2018"},{"key":"63_CR11","unstructured":"Howells, R.: SAP BrandVoice: Thought-Leader Roundtable: Three Experts Discuss Digital Twins. [online] Forbes.com (2018). \n                  https:\/\/www.forbes.com\/sites\/sap\/2018\/07\/30\/thought-leader-roundtable-three-experts-discuss-digital-twins\/#41332bd5292a\n                  \n                . Accessed 14 Dec 2018"},{"key":"63_CR12","unstructured":"Howells, R.: SAP BrandVoice: How Digital Twins Can Ensure Your Best-Laid Supply Chain Plans Never Go Awry. [online] Forbes.com (2018). \n                  https:\/\/www.forbes.com\/sites\/sap\/2018\/09\/26\/how-digital-twins-can-ensure-your-best-laid-supply-chain-plans-never-go-awry\/#77abf575eed7\n                  \n                . Accessed 14 Dec 2018"},{"issue":"1","key":"63_CR13","doi-asserted-by":"publisher","first-page":"111","DOI":"10.1007\/s40684-016-0015-5","volume":"3","author":"H Kang","year":"2016","unstructured":"Kang, H., Lee, J., Choi, S., Kim, H., Park, J., Son, J., Kim, B., Noh, S.: Smart manufacturing: past research, present findings, and future directions. Int. J. Precis. Eng. Manuf.-Green Technol. 3(1), 111\u2013128 (2016)","journal-title":"Int. J. Precis. Eng. Manuf.-Green Technol."},{"issue":"11","key":"63_CR14","doi-asserted-by":"publisher","first-page":"1016","DOI":"10.1016\/j.ifacol.2018.08.474","volume":"51","author":"W Kritzinger","year":"2018","unstructured":"Kritzinger, W., Karner, M., Traar, G., Henjes, J., Sihn, W.: Digital twin in manufacturing: a categorical literature review and classification. IFAC-PapersOnLine 51(11), 1016\u20131022 (2018)","journal-title":"IFAC-PapersOnLine"},{"key":"63_CR15","doi-asserted-by":"publisher","first-page":"1155","DOI":"10.1007\/s12652-018-0881-5","volume":"10","author":"J Leng","year":"2018","unstructured":"Leng, J., Zhang, H., Yan, D., Liu, Q., Chen, X., Zhang, D.: Digital twin-driven manufacturing cyber-physical system for parallel controlling of smart workshop. J. Ambient Intell. Hum. Comput. 10, 1155\u20131166 (2018)","journal-title":"J. Ambient Intell. Hum. Comput."},{"key":"63_CR16","doi-asserted-by":"publisher","first-page":"1619","DOI":"10.1007\/s00170-018-2748-5","volume":"100","author":"J Liu","year":"2018","unstructured":"Liu, J., Zhou, H., Tian, G., Liu, X., Jing, X.: Digital twin-based process reuse and evaluation approach for smart process planning. Int. J. Adv. Manuf. Technol. 100, 1619\u20131634 (2018)","journal-title":"Int. J. Adv. Manuf. Technol."},{"key":"63_CR17","doi-asserted-by":"publisher","first-page":"925","DOI":"10.1016\/j.cie.2018.11.030","volume":"127","author":"E Manavalan","year":"2018","unstructured":"Manavalan, E., Jayakrishna, K.: A review of Internet of Things (IoT) embedded sustainable supply chain for industry 4.0 requirements. Comput. Ind. Eng. 127, 925\u2013953 (2018)","journal-title":"Comput. Ind. Eng."},{"key":"63_CR18","unstructured":"Janakiram, M.S.V.: Microsoft Enhances Its IoT And Edge Platforms With Digital Twins and a SaaS Offering. [online] Forbes.com (2018). \n                  https:\/\/www.forbes.com\/sites\/janakirammsv\/2018\/09\/24\/microsoft-enhances-its-iot-and-edge-platforms-with-digital-twins-and-a-saas-offering\/#748cae4c38bf\n                  \n                . Accessed 14 Dec 2018"},{"key":"63_CR19","doi-asserted-by":"publisher","first-page":"939","DOI":"10.1016\/j.promfg.2017.07.198","volume":"11","author":"E Negri","year":"2017","unstructured":"Negri, E., Fumagalli, L., Macchi, M.: A review of the roles of digital twin in CPS-based production systems. Procedia Manuf. 11, 939\u2013948 (2017)","journal-title":"Procedia Manuf."},{"key":"63_CR20","unstructured":"Payne, T.: Supply Chain Brief: Digital Planning Requires a Digital Supply Chain Twin. Login Page. [online] Gartner.com (2018). \n                  https:\/\/www.gartner.com\/document\/3892678?ref=TypeAheadSearch&qid=cbd88ad05a3c1ecbe9ee86\n                  \n                . Accessed 14 Dec 2018"},{"key":"63_CR21","doi-asserted-by":"publisher","first-page":"1093","DOI":"10.1007\/s12652-018-1017-7","volume":"10","author":"S Ren","year":"2018","unstructured":"Ren, S., Zhao, X., Huang, B., Wang, Z., Song, X.: A framework for shopfloor material delivery based on real-time manufacturing big data. J. Ambient Intell. Hum. Comput. 10, 1093\u20131108 (2018)","journal-title":"J. Ambient Intell. Hum. Comput."},{"key":"63_CR22","unstructured":"Schulte, Lheureux, Velosa: Why and How to Design Digital. Login Page. [online] Gartner.com (2018). \n                  https:\/\/www.gartner.com\/document\/3888980?ref=solrAll&refval=212094319&qid=\n                  \n                . Accessed 14 Dec 2018"},{"issue":"9\u201312","key":"63_CR23","first-page":"3563","volume":"94","author":"F Tao","year":"2017","unstructured":"Tao, F., Cheng, J., Qi, Q., Zhang, M., Zhang, H., Sui, F.: Digital twin-driven product design, manufacturing and service with big data. Int. J. Adv. Manuf. Technol. 94(9\u201312), 3563\u20133576 (2017)","journal-title":"Int. J. Adv. Manuf. Technol."},{"key":"63_CR24","unstructured":"Velosa, Schulte, Natis, Reynolds, Lheureux, Halpern, Jacobson, Cearly: Innovation Insight for Digital Twins\u2014Driving Better IoT-Fueled Decisions. Login Page. [online] Gartner.com (2018). \n                  https:\/\/www.gartner.com\/document\/code\/324871?ref=grbody&refval=3867164\n                  \n                . Accessed 15 Dec 2018"},{"key":"63_CR25","unstructured":"Wilkinson, G.: The Gartner Supply Chain Executive Conference \u2013 anyLogistix Supply Chain Optimization Software. [online] Anylogistix.com (2018). \n                  https:\/\/www.anylogistix.com\/resources\/blog\/the-gartner-supply-chain-executive-conference\/\n                  \n                . Accessed 14 Dec 2018"},{"key":"63_CR26","doi-asserted-by":"publisher","first-page":"1809","DOI":"10.1007\/s10845-017-1350-2","volume":"30","author":"J Zhang","year":"2017","unstructured":"Zhang, J., Ding, G., Zou, Y., Qin, S., Fu, J.: Review of job shop scheduling research and its new perspectives under Industry 4.0. J. Intell. Manuf. 30, 1809\u20131830 (2017)","journal-title":"J. Intell. Manuf."},{"issue":"2","key":"63_CR27","doi-asserted-by":"publisher","first-page":"137","DOI":"10.1007\/s11465-018-0499-5","volume":"13","author":"P Zheng","year":"2018","unstructured":"Zheng, P., Wang, H., Sang, Z., Zhong, R., Liu, Y., Liu, C., Mubarok, K., Yu, S., Xu, X.: Smart manufacturing systems for Industry 4.0: conceptual framework, scenarios, and future perspectives. Front. Mech. Eng. 13(2), 137\u2013150 (2018)","journal-title":"Front. Mech. Eng."},{"key":"63_CR28","doi-asserted-by":"publisher","first-page":"1141","DOI":"10.1007\/s12652-018-0911-3","volume":"10","author":"Y Zheng","year":"2018","unstructured":"Zheng, Y., Yang, S., Cheng, H.: An application framework of digital twin and its case study. J. Ambient Intell. Hum. Comput. 10, 1141\u20131153 (2018)","journal-title":"J. Ambient Intell. Hum. Comput."},{"key":"63_CR29","doi-asserted-by":"publisher","first-page":"1149","DOI":"10.1007\/s00170-018-1617-6","volume":"96","author":"C Zhuang","year":"2018","unstructured":"Zhuang, C., Liu, J., Xiong, H.: Digital twin-based smart production management and control framework for the complex product assembly shop-floor. Int. J. Adv. Manuf. Technol. 96, 1149\u20131163 (2018)","journal-title":"Int. J. Adv. Manuf. Technol."},{"key":"63_CR30","doi-asserted-by":"publisher","first-page":"129","DOI":"10.1016\/j.cirp.2019.04.024","volume":"68","author":"R Stark","year":"2019","unstructured":"Stark, R., Fresemann, C., Lindow, K.: Development and operation of Digital Twins for technical systems and services. CIRP Ann. 68, 129\u2013132 (2019)","journal-title":"CIRP Ann."},{"key":"63_CR31","doi-asserted-by":"publisher","first-page":"1089","DOI":"10.1016\/j.procir.2019.03.258","volume":"81","author":"Q Li","year":"2019","unstructured":"Li, Q., Liu, A.: Big data driven supply chain management. Procedia CIRP 81, 1089\u20131094 (2019)","journal-title":"Procedia CIRP"},{"key":"63_CR32","doi-asserted-by":"publisher","first-page":"285","DOI":"10.1016\/j.tre.2019.03.001","volume":"125","author":"S Hosseini","year":"2019","unstructured":"Hosseini, S., Ivanov, D., Dolgui, A.: Review of quantitative methods for supply chain resilience analysis. Transp. Res. Part E: Logist. Transp. Rev. 125, 285\u2013307 (2019)","journal-title":"Transp. Res. Part E: Logist. Transp. Rev."},{"key":"63_CR33","unstructured":"Garman, N.: Same Data, New Insight: Employing Digital Twins for Supply Chain Success. \n                  https:\/\/www.thomasnet.com\/insights\/same-data-new-insight-employing-digital-twins-for-supply-chain-success\/"}],"container-title":["Advances in Intelligent Systems and Computing","Intelligent Computing and Optimization"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-33585-4_63","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,10,26]],"date-time":"2019-10-26T12:11:23Z","timestamp":1572091883000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-33585-4_63"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,10,27]]},"ISBN":["9783030335847","9783030335854"],"references-count":33,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-33585-4_63","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"value":"2194-5357","type":"print"},{"value":"2194-5365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,10,27]]},"assertion":[{"value":"27 October 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICO","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Intelligent Computing & Optimization","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Koh Samui","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Thailand","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"3 October 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"4 October 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ico0","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}