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Standardization in Smart Manufacturing: Evaluation from a Supply-Side Perspective

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Intelligent Systems in Digital Transformation

Part of the book series: Lecture Notes in Networks and Systems ((LNNS,volume 549))

Abstract

Digital technologies significantly disrupt traditional industries and enable gains in efficiency for almost every firm at different stages of the supply chain. Smart manufacturing, also called digital manufacturing, Industry 4.0, is a complex concept, which integrates the pull of production and information technologies to operate on the production floor and drive product development in a virtual environment [1, 2]. In traditional industries, these changes often enhance the introduction of new or an improvement of existing products [3]. Raising the complexity of technologies and its interplay generate a variety of standardization alternatives that formalize the results of innovative activities [4].

This chapter provides an assessment of smart manufacturing performance of countries by examining related policy for the uptake of digital technologies and its standardization in production industries. Our research relies on the concept of innovation policy and theories of endogenous growth, which considers standards development a demand-side instrument for technology adoption [5,6,7]. By comparing cases of the leading industrial countries (China, Germany, Japan, the Republic of Korea, and the USA), we introduce three models of standardization in smart manufacturing, which are supported by the analysis of high-tech exports. The results could be useful for policymakers as well as businesses in the calibration of digitalization strategies.

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Notes

  1. 1.

    It includes a range of indicators that form their industrial performance, including manufacturing value-added, export, shares of high-tech and medium-tech industries, and some others.

References

  1. Ghobakhloo M (2018) The future of manufacturing industry: a strategic roadmap toward industry 4.0. Manuf Technol Manag 29(6):910–936

    Google Scholar 

  2. Strange R, Zucchella A (2017) Industry 4.0, global value chains and international business. Multinatl Bus Rev 25(3):174–184

    Google Scholar 

  3. Kagermann H, Anderl R, Gausemeier J, Schuh G, Wahlster W (2016) Industrie 4.0 in a global context: strategies for cooperating with international partners (acatech STUDY). Herbert Utz Verlag, Munich, p 70

    Google Scholar 

  4. Blind K, Mangelsdorf A (2016) Motives to standardize: empirical evidence from Germany. Technovation 48–49:13–24

    Article  Google Scholar 

  5. Borrás S, Edquist C (2013) The choice of innovation policy instruments. Technol Forecast Soc Chang 80(8):1513–1522

    Article  Google Scholar 

  6. Edler J, Fagerberg J (2017) Innovation policy: what, why, and how. Oxf Rev Econ Policy 33(1):2–23

    Article  Google Scholar 

  7. Blind K (2016) The impact oftandardizationn and standards on innovation. In: Edler J, Cunningham P, Gök A, Shapira P (eds) Handbook of Innovation Policy Impact. Edward Elgar Publishing, Cheltenham, UK. Northampton, MA, USA, pp 423–449

    Google Scholar 

  8. European Commission (2018) Re-Finding Industry Report from the High-Level Strategy Group on Industrial Technologies. https://ec.europa.eu/research/industrial_technologies/pdf/re_finding_industry_022018.pdf. Accessed 01 Apr 2022

  9. OECD (2017) The Next Production Revolution. Implications for Governments and Business. Paris: OECD Publishing. https://espas.secure.europarl.europa.eu/orbis/sites/default/files/generated/document/en/9217031e.pdf. Accessed 01 Apr 2022

  10. Foucart F, Li QC (2021) The role of technology standards in product innovation: theory and evidence from UK manufacturing firms. Res Policy 50(20). https://doi.org/10.1016/j.respol.2020.104157

  11. Riillo CAF, Allamano-Kessler R, Asnafi N, Fomin VV, Van De Kaa G (2022) Technological uncertainty and standardization strategies: a coopetition framework. IEEE Trans Eng Manag. https://doi.org/10.1109/TEM.2022.3145240

  12. Ananyin VI, Zimin KV, Lugachev MI, Gimranov RD, Skripkin KG (2018) Digital organization: transformation into the new reality. Bus Inform 2(44):45–54

    Article  Google Scholar 

  13. Park H, Kim H, Joo H, Song J (2016) Recent advancements in the internet-of-things related standards: a oneM2M perspective. ICT Express 2(3):126–129

    Article  Google Scholar 

  14. Akatkin YM, Karpov OE, Konyavskiy VA, Yasinovskaya ED (2017) Digital economy: conceptual architecture of a digital economic sector ecosystem. Bus Inform 4(42):17–28

    Article  Google Scholar 

  15. Esmaeilian B, Behdad S, Wang B (2016) The evolution and future of manufacturing: a review. J Manuf Syst 39:79–100

    Article  Google Scholar 

  16. Gilchrist A (2016) Industry 4.0. Apress, Berkeley. https://doi.org/10.1007/978-1-4842-2047-4. Accessed 01 Apr 2022

  17. Szalavetz A (2019) Industry 4.0 and capability development in manufacturing subsidiaries. Technol Forecast Soc Change 14I:384–395. Elsevier

    Google Scholar 

  18. Choi S, Jung C, Kulvatunyou B, Morris KC (2016) An analysis of technologies and standards for designing smart manufacturing systems. J Res Nat Inst Stand Technol 121:422–433

    Article  Google Scholar 

  19. Wakke P, Blind K, De Vries H (2015) Driving factors for service providers to participate in standardization: insights from the Netherlands. Ind Innov 4(22):299–320

    Article  Google Scholar 

  20. Narayanana VK, Chen T (2012) Research on technology standards: accomplishment and challenges. Res Policy 41:1375–1406

    Article  Google Scholar 

  21. Baron J, Ménière Y, Pohlmann T (2014) Standards, consortia, and innovation. Int J Ind Organ 36:22–35

    Article  Google Scholar 

  22. Koch C, Blind K (2021) Towards agile standardization: testbeds in support of standardization for the IIoT. IEEE Trans Eng Manag 68(1):59–74

    Article  Google Scholar 

  23. Wen W, Forman C, Jarvenpaa SL (2022) The effects of technology standards on complementor innovations: evidence from the IETF. Res Policy 51(6). https://doi.org/10.1016/j.respol.2022.104518

  24. Lee P-C (2021) Investigating the knowledge spillover and externality of technology standards based on patent data. IEEE Trans Eng Manag 68(4):1027–1041. https://doi.org/10.1109/TEM.2019.2911636

    Article  Google Scholar 

  25. Hu Y, Liu D (2022) Government as a non-financial participant in innovation: how standardization led by government promotes regional innovation performance in China. https://doi.org/10.1016/j.technovation.2022.102524

  26. Yang J, Shao L, Jin X, Zhou L (2022) Impact of coupling of technological innovation andtandardizationn on industrial development. Int J Emerg Mark. https://doi.org/10.1108/IJOEM-05-2021-0758

  27. Foster C, Heeks R (2013) Innovation and scaling of ICT for the bottom-of-the-pyramid. J Inf Technol 28(4):296–315

    Article  Google Scholar 

  28. Kim D-H, Leeb H, Kwak J (2017) Standards as a driving force that influences emerging technological trajectories in the converging world of the Internet and things: an investigation of the M2M/IoT patent network. Res Policy 46:1234–1254

    Article  Google Scholar 

  29. Lan F, Hou L (2021) Dynamic capability reconstruction of digital transformation for emerging market enterprises: learning from Chinese experience. Int J Technol Policy Manag 21(3):231–252

    Google Scholar 

  30. Ministry of Science and ICT (2019) National Strategy for Artificial Intelligence. https://www.msit.go.kr/bbs/view.do?sCode=eng&mId=10&mPid=9&bbsSeqNo=46&nttSeqNo=9. Accessed 01 Apr 2022

  31. Federal Ministry for Economic Affairs and Energy (2019a). Die Wirtschaft bei der Digitalisierung beobachten. https://www.bmwi.de/Redaktion/DE/Artikel/Digitale-Welt/monitoring-wirtschaft-digital.html. Accessed 01 Apr 2022

  32. Diab WW et al (2022) Industrial IoT artificial intelligence framework. Industry IoT Consortium. https://www.iiconsortium.org/pdf/Industrial-AI-Framework-Final-2022-02-21.pdf. Accessed 01 Apr 2022

  33. ISO (2021) White Paper on Smart Manufacturing. https://www.iso.org/files/live/sites/isoorg/files/store/en/PUB100459.pdf. Accessed 01 Apr 2022

  34. Kohtamäki M, Parida V, Oghazi P, Gebauer H, Baines T (2019) Digital servitization business models in ecosystems: a theory of the firm. J Bus Res 104:380–392

    Article  Google Scholar 

  35. Cenamor J, Parida V, Wincent J (2019) How entrepreneurial SMEs compete through digital platforms: the roles of digital platform capability, network capability and ambidexterity. J Bus Res 100:196–206

    Article  Google Scholar 

  36. Athanasopoulou A, de Reuver M, Nikou S, Bouwman H (2019) What technology enabled services impact business models in the automotive industry? An exploratory study. Futures 109:73–83

    Article  Google Scholar 

  37. Ipsos (2020) European enterprise survey on the use of technologies based on artificial intelligence. https://www.ipsos.com/en/european-enterprises-and-ai-technologies. Accessed 17 May 2022

  38. IMD (2021) World Digital Competitiveness Ranking 2021, IMD World Competitiveness Center. https://www.imd.org/centers/world-competitiveness-center/rankings/world-digital-competitiveness/. Accessed 01 Apr 2022

  39. UNIDO (2021) CIP 2021. https://stat.unido.org/database/CIP%202021. Accessed 01 Apr 2022

  40. Ertz M, Leblanc-Proulx S, Sarigöllü E, Morin V (2019) Made to break? A taxonomy of business models on product lifetime extension. J Clean Prod 234:867–880

    Article  Google Scholar 

  41. Dalenogare LS, Benitez GB, Ayala NF, Frank AG (2018) The expected contribution of Industry 4.0 technologies for industrial performance. Int J Prod Econ 204:383–394

    Article  Google Scholar 

  42. PwC (2020) Digital Factories 2020. https://www.pwc.de/de/digitale-transformation/digital-factories-2020-shaping-the-future-of-manufacturing.pdf. Accessed 17 May 2022

  43. Park H, Choi SO (2019) Digital innovation adoption and its economic impact focused on path analysis at national level. J Open Innov Technol Mark Complex 5(3):1–21

    Google Scholar 

  44. JETRO: Manufacturing Government Initiatives. https://www.jetro.go.jp/en/invest/attractive_sectors/manufacturing/government_initiatives.html. Accessed 01 Apr 2022

  45. GAO (2019) Advanced Manufacturing: Innovation Institutes Have Demonstrated Initial Accomplishments, but Challenges Remain in Measuring Performance and Ensuring Sustainability. https://www.gao.gov/assets/700/699310.pdf. Accessed 01 Apr 2022

  46. Digital in NRW (2020) Künstliche Intelligenz im Mittelstand Potenziale und Anwendungsbeispiele. https://www.mittelstand-digital.de/MD/Redaktion/DE/Publikationen/zentrum-dortmund-ki-im-mittelstand.pdf?__blob=publicationFile&v=2. (in German). Accessed 17 May 2022

  47. BMWi (2019b) SME’s Digital: Strategies for the digital transformation. https://www.bmwi.de/Redaktion/EN/Publikationen/Mittelstand/smes-digital-strategies-for-digital-transformation.pdf?__blob=publicationFile&v=4. Accessed 01 Apr 2022

  48. Federal Ministry for Economic Affairs and Energy (2020) Mittelstand-Digital. https://www.mittelstand-digital.de/MD/Navigation/DE/Home/home.html. Accessed 17 May 2022

  49. The State Council for the People’s Republic of China (2017) National New Generation AI Plan. OECD AI Policy Observatory. Accessed 01 Apr 2022

    Google Scholar 

  50. NTIA (2018) The President’s National Spectrum Strategy Will Give America a Boost in 5G. https://www.ntia.doc.gov/blog/2018/president-s-national-spectrum-strategy-will-give-america-boost-5g. Accessed 17 May 2022

  51. Shin D-H, Kim H, Hwang J (2015) Standardization revisited: a critical literature review on standards and innovation. Comput Stand Interfaces 38:52–57

    Article  Google Scholar 

  52. Federal Ministry for Economic Affairs and Energy (2019c) Plattform Industrie 4.0: Digital Transformation “Made in Germany”. https://www.plattform-i40.de/PI40/Redaktion/EN/Downloads/Publikation/plattform-flyer-en.pdf?__blob=publicationFile&v=6. Accessed 17 May 2022

  53. Federal Ministry of Transport and Digital Infrastructure (2017) Digital Test Beds. https://www.bmvi.de/EN/Topics/Digital-Matters/Digital-Test-Beds/digital-test-beds.html. Accessed 01 Apr 2022

  54. OpenGov Asia (2018) South Korea pilots six public projects to harness blockchain technology. https://www.opengovasia.com/south-korea-pilots-six-public-projects-to-harness-blockchain-technology/. Accessed 01 Apr 2022

  55. Federal Ministry for Economic Affairs and Energy (2016) Digital Strategy 2025. Federal Ministry for Economic Affairs and Energy (BMWi). https://www.de.digital/DIGITAL/Redaktion/EN/Publikation/digital-strategy-2025.pdf?__blob=publicationFile&v=8. Accessed 17 May 2022

  56. Mattauch W (2017) Digitising European Industries—Member States Profile: Germany. https://ec.europa.eu/futurium/en/system/files/ged/de_country_analysis.pdf. Accessed 01 Apr 2022

  57. Federal Ministry for Economic Affairs and Energy (2019c) Plattform Industrie 4.0: Digital Transformation “Made in Germany”. https://www.plattform-i40.de/PI40/Redaktion/EN/Downloads/Publikation/plattform-flyer-en.pdf?__blob=publicationFile&v=6. Accessed 01 Apr 2022

  58. Roberts H, Cowls J, Morley J et al (2021) The Chinese approach to artificial intelligence: an analysis of policy, ethics, and regulation. AI Soc 36:59–77. https://doi.org/10.1007/s00146-020-00992-2

    Article  Google Scholar 

  59. Korea Technology Finance Corporation (2019) 2018 Annual Report. https://www.kibo.or.kr:444/src/down_file_ks.asp?filename_01=158&filename_02=15&filename_03=40455&filename=a_0. Accessed 01 Apr 2022

  60. Federal Ministry for Economic Affairs and Energy (2020) Mittelstand-Digital. https://www.mittelstand-digital.de/MD/Navigation/DE/Home/home.html. Accessed 01 Apr 2022

  61. Feifei F (2021) Green data Centers in focus. The State Council. The People’s Republic of China. http://english.www.gov.cn/statecouncil/ministries/202112/09/content_WS61b13edac6d09c94e48a1f81.html. Accessed 17 May 2022

  62. Shivakumar S (2022) Securing Global Standards for Innovation and Growth. Center for Strategic & International Studies. https://www.csis.org/analysis/securing-global-standards-innovation-and-growth. https://csis-website-prod.s3.amazonaws.com/s3fs-public/publication/220127_Shivakumar_Securing_Global_Standards.pdf?RxVe0c96Njjy24Af_R8kcoDkW8MhSYsi. Accessed 01 Apr 2022

  63. Federal Ministry of Economic Affairs and Energy (2019) The Standardization Roadmap of Predictive Maintenance for Sino-German Industrie 4.0/ Intelligent Manufacturing. https://www.dke.de/resource/blob/1711308/ad04db2c91a6749c86e7311c1a294644/the-standardisation-roadmap-of-predictive-maintenance-for-sino-german-industrie-4-0-data.pdf. https://csis-website-prod.s3.amazonaws.com/s3fs-public/publication/220127_Shivakumar_Securing_Global_Standards.pdf?RxVe0c96Njjy24Af_R8kcoDkW8MhSYsi. Accessed 01 Apr 2022

  64. Federal Ministry for Economic Affairs and Energy (2016) Digital Strategy 2025. Federal Ministry for Economic Affairs and Energy (BMWi). https://www.de.digital/DIGITAL/Redaktion/EN/Publikation/digital-strategy-2025.pdf?__blob=publicationFile&v=8. Accessed 01 Apr 2022

  65. Mattauch W (2017) Digitising European Industries—Member States Profile: Germany. https://ec.europa.eu/futurium/en/system/files/ged/de_country_analysis.pdf. Accessed 17 May 2022

  66. ITIF (2018) Why Manufacturing Digitalization Matters and How Countries Are Supporting It. http://www2.itif.org/2018-manufacturing-digitalization.pdf. Accessed 17 May 2022

  67. DIN (2018) The Reference Architectural Model RAMI 4.0 and the Standardization Council as an element of success for Industry 4.0. https://www.din.de/blob/271306/340011c12b8592df728bee3815ef6ec2/06-smart-manufacturing-jens-gayko-data.pdf. Accessed 17 May 2022

  68. MSIT (2018) Smart Korea Creative Economy. https://msit.go.kr/SYNAP/skin/doc.html?fn=8a5c9cc0262b0da349d6d641227368a7&rs=/SYNAP/sn3hcv/result/201811/#. Accessed 20 June 2022

  69. IVI (2016) The Industrial Value Chain Initiative. A Japanese contribution to Smart Manufacturing. https://iv-i.org/en/docs/doc_160428_hannover.pdf. Accessed 01 Apr 2022

  70. METI (2017) Connected Industries Tokyo Initiative 2017. http://www.meti.go.jp/english/press/2017/pdf/1002_004b.pdf. Accessed 01 Apr 2022

  71. Acatech (2017) Industrie 4.0 in a Global Context. Strategies for Cooperating with International Partners. http://www.acatech.de/fileadmin/user_upload/Baumstruktur_nach_Website/Acatech/root/de/Publikationen/Projektberichte/acatech_eng_STUDIE_Industrie40_global_Web.pdf. Accessed 01 Apr 2022

  72. The White House (2018) Strategy for American Leadership In Advanced Manufacturing. https://www.whitehouse.gov/wp-content/uploads/2018/10/Advanced-Manufacturing-Strategic-Plan-2018.pdf. Accessed 01 Apr 2022

  73. SESEC (2018) Chinese Standards 2035, the standardization strategy research is kicked off. http://www.sesec.eu/24-05-2018-chinese-standards-2035-the-standardization-strategy-research-is-kicked-off/. Accessed 20 June 2022

  74. IIC (2017) Architecture Alignment and Interoperability An Industrial Internet Consortium and Plattform Industrie 4.0 Joint Whitepaper. https://www.iiconsortium.org/pdf/JTG2_Whitepaper_final_20171205.pdf. Accessed 01 Apr 2022

  75. Plattform Industrie 4.0 (2018) Fortschrittsbericht 2018. Industrie 4.0 anwenden. Wegweisend. Praxisnah. Vernetzt. https://www.plattform-i40.de/I40/Redaktion/DE/Downloads/Publikation/hm-2018-fortschrittsbericht.pdf?__blob=publicationFile&v=5. Accessed 20 June 2022

  76. RRI (2017) What’s RRI/WG1?—toward horizontal dynamic manufacturing. https://www.jmfrri.gr.jp/content/files/Open/2017/20170315_RRI_forCeBIT/RRI_for_CeBIT_IoT_panel.pdf. Accessed 01 Apr 2022

  77. IVI (2018) The Allianz Industrie 4.0 Baden-Württemberg and the Industrial Value Chain Initiative Sign MoU. https://iv-i.org/wp/wp-content/uploads/2018/03/Allianz-I4.0-IVI-MOU-press-release.pdf. Accessed 20 June 2022

  78. DIN (2018) The Reference Architectural Model RAMI 4.0 and the Standardization Council as an element of success for Industry 4.0. https://www.din.de/blob/271306/340011c12b8592df728bee3815ef6ec2/06-smart-manufacturing-jens-gayko-data.pdf. Accessed 01 Apr 2022

  79. DIN (2017). German Standardization Roadmap Industrie 4.0 Version 3. https://www.din.de/blob/65354/57218767bd6da1927b181b9f2a0d5b39/roadmap-i4-0-e-data.pdf. Accessed 01 Apr 2022

  80. Shivakumar S (2022) Securing Global Standards for Innovation and Growth. Center for Strategic & International Studies. https://www.csis.org/analysis/securing-global-standards-innovation-and-growth. Accessed 01 June 2022

  81. UNIDO (2019) Measuring the Creation and Adoption of New Technologies Using Trade and Patent Data. Inclusive and Sustainable Industrial Development Working Paper Series, WP 11, 2019. https://www.unido.org/api/opentext/documents/download/16411459/unido-file-16411459. Accessed 01 Apr 2022

  82. UN Comtrade (2022) UN Comtrade Database. https://comtrade.un.org/data/. Accessed 20 June 2022

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The chapter was prepared within the framework of the Basic Research Program of the National Research University Higher School of Economics.

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Turovets, Y., Vishnevskiy, K. (2023). Standardization in Smart Manufacturing: Evaluation from a Supply-Side Perspective. In: Kahraman, C., Haktanır, E. (eds) Intelligent Systems in Digital Transformation. Lecture Notes in Networks and Systems, vol 549. Springer, Cham. https://doi.org/10.1007/978-3-031-16598-6_9

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