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2022 | OriginalPaper | Chapter

Digital Technologies as an Essential Part of Smart Factories and Their Impact on Productivity

Authors : Maja Miloradov, Slavko Rakic, Danijela Ciric Lalic, Milena Savkovic, Selver Softic, Ugljesa Marjanovic

Published in: Advances in Production Management Systems. Smart Manufacturing and Logistics Systems: Turning Ideas into Action

Publisher: Springer Nature Switzerland

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Abstract

Industry 4.0 has led to the emergence of various digital technologies. To keep pace with the digital transformation, manufacturing companies must adapt to the new conditions imposed by the business market and increasingly strive to implement so-called smart factories. This paper points out the most common digital technologies related to the management of manufacturing systems. In addition to identification, a systematic literature review was conducted to investigate their impact on increasing productivity. Results indicate that a significant increase in the number of research began in 2015 and is experiencing its greatest expansion in 2018. Important methodologies observed during the literature analysis are a systematic review of the literature for the largest number of theoretically oriented papers, and case studies, practical models for the minority that make up the practice-oriented papers. Also, 68 percent of papers focus more on the theoretical than on the practical implications, and 72 papers indicate a direct link between productivity and digital technologies used in the digital transformation and implementation of smart factories.

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Zheng, T., Ardolino, M., Bacchetti, A., Perona, M.: The applications of Industry 4.0 technologies in manufacturing context: a systematic literature review. Int. J. Prod. Res. 59(6), 1922–1954 (2021). https://doi.org/10.1080/00207543.2020.1824085CrossRef

Muscio, A., Ciffolilli, A.: What drives the capacity to integrate industry 4.0 technologies? evidence from European R&D projects. Econ. Innov. New Technol. 29(2), 169–183 (2020). https://doi.org/10.1080/10438599.2019.1597413CrossRef

Rakic, S., Pavlovic, M., Marjanovic, U.: A precondition of sustainability: industry 4.0 readiness. Sustainability 13(12), 6641 (2021). https://doi.org/10.3390/su13126641

Kim, D.-H., et al.: Smart machining process using machine learning: a review and perspective on machining industry. Int. J. of Precis. Eng. Manuf.-Green Technol. 5(4), 555–568 (2018). https://doi.org/10.1007/s40684-018-0057-yCrossRef

Sjödin, D.R., Parida, V., Leksell, M., Petrovic, A.: Smart Factory Implementation and Process Innovation: a preliminary maturity model for leveraging digitalization in manufacturing moving to smart factories presents specific challenges that can be addressed through a structured approach focused on people, p. Res. Technol. Manag. 61(5), 22–31 (2018). https://doi.org/10.1080/08956308.2018.1471277CrossRef

Templier, M., Paré, G.: A framework for guiding and evaluating literature reviews. Commun. Assoc. Inf. Syst. 37(August), 112–137 (2015). https://doi.org/10.17705/1cais.03706CrossRef

Grant, M.J., Booth, A.: A typology of reviews: an analysis of 14 review types and associated methodologies. Health Info. Libr. J. 26(2), 91–108 (2009). https://doi.org/10.1111/j.1471-1842.2009.00848.xCrossRef

Xiao, Y., Watson, M.: Guidance on conducting a systematic literature review. J. Plan. Educ. Res. 39(1), 93–112 (2019). https://doi.org/10.1177/0739456X17723971CrossRef

Sufian, A.T., Abdullah, B.M., Ateeq, M., Wah, R., Clements, D.: Six‐gear roadmap towards the smart factory. Appl. Sci. 11(8), 3568 (2021). https://doi.org/10.3390/app11083568

10.

Shahatha Al‐Mashhadani, A.F., Qureshi, M.I., Hishan, S.S., Md Saad, M.S., Vaicondam, Y., Khan, N.: Towards the development of digital manufacturing ecosystems for sustainable performance: learning from the past two decades of research. Energies 14(10), pp. 1–17 (2021). https://doi.org/10.3390/en14102945

11.

Spasojevic, I., Havzi, S., Stefanovic, D., Ristic, S., Marjanovic, U.: Research trends and topics in IJIEM from 2010 to 2020: a statistical history. Int. J. Ind. Eng. Manag. 12(4), 228–242 (2021). https://doi.org/10.24867/IJIEM-2021-4-290CrossRef

12.

Ammar, M., Haleem, A., Javaid, M., Walia, R., Bahl, S.: Improving material quality management and manufacturing organizations system through Industry 4.0 technologies. Mater. Today Proc. 45, 5089–5096 (2021). https://doi.org/10.1016/j.matpr.2021.01.585CrossRef

13.

Zivlak, N., Rakic, S., Marjanovic, U., Ciric, D., Bogojevic, B.: The role of digital servitization in transition economy: An SNA approach. Teh. Vjesn. 28(6), 1912–1919 (2021). https://doi.org/10.17559/TV-20210325083229CrossRef

14.

Salunkhe, O., Berglund, F.: Industry 4.0 enabling technologies for increasing operational flexibility in final assembly. Int. J. Ind. Eng. Manag. 13(1), 38–48 (2022). https://doi.org/10.24867/IJIEM-2022-1-299CrossRef

15.

Pavlović, M., Marjanović, U., Rakić, S., Tasić, N., Lalić, B.: The big potential of big data in Manufacturing: evidence from emerging economies. In: Lalic, B., Majstorovic, V., Marjanovic, U., von Cieminski, G., Romero, D. (eds.) Advances in Production Management Systems. Towards Smart and Digital Manufacturing. IFIP Advances in Information and Communication Technology, vol. 592, pp. 100–107. Springer, Cham (2020). https://doi.org/10.1007/978-3-030-57997-5_12CrossRef

16.

Pedone, G., Mezgár, I.: Model similarity evidence and interoperability affinity in cloud-ready Industry 4.0 technologies. Comput. Ind. 100(February), 278–286 (2018). https://doi.org/10.1016/j.compind.2018.05.003CrossRef

17.

Kehoe, B., Patil, S., Abbeel, P., Goldberg, K.: A survey of research on cloud robotics and automation. IEEE Trans. Autom. Sci. Eng. 12(2), 398–409 (2015). https://doi.org/10.1109/TASE.2014.2376492CrossRef

18.

Illa, P.K., Padhi, N.: Practical guide to smart factory transition using IoT, big data and edge analytics. IEEE Access 6, 55162–55170 (2018). https://doi.org/10.1109/ACCESS.2018.2872799CrossRef

19.

Lalic, B., Marjanovic, U., Rakic, S., Pavlovic, M., Todorovic, T., Medic, N.: Big Data Analysis as a Digital Service: Evidence Form Manufacturing Firms. In: Wang, L., Majstorovic, V.D., Mourtzis, D., Carpanzano, E., Moroni, G., Galantucci, L.M. (eds.) Proceedings of 5th International Conference on the Industry 4.0 Model for Advanced Manufacturing. Lecture Notes in Mechanical Engineering, pp. 263–269. Springer, Cham (2020). https://doi.org/10.1007/978-3-030-46212-3_19CrossRef

20.

Preuveneers, D., Ilie-Zudor, E.: The intelligent industry of the future: a survey on emerging trends, research challenges and opportunities in Industry 4.0. J. Ambient Intell. Smart Environ. 9(3), 287–298 (2017). https://doi.org/10.3233/AIS-170432CrossRef

21.

Miqueo, A., Torralba, M., Yagüe-Fabra, J.A.: Lean manual assembly 4.0: a systematic review. Appl. Sci. 10(23), 1–37 (2020). https://doi.org/10.3390/app10238555CrossRef

22.

Wang, S., Wan, J., Li, D., Zhang, C.: Implementing Smart Factory of Industrie 4.0: an Outlook. Int. J. Distrib. Sens. Netw. 12(1), 3159805 (2016). https://doi.org/10.1155/2016/3159805

Title: Digital Technologies as an Essential Part of Smart Factories and Their Impact on Productivity
Authors: Maja Miloradov
Slavko Rakic
Danijela Ciric Lalic
Milena Savkovic
Selver Softic
Ugljesa Marjanovic
Publisher: Springer Nature Switzerland
Book: Advances in Production Management Systems. Smart Manufacturing and Logistics Systems: Turning Ideas into Action
Print ISBN: 978-3-031-16410-1

Electronic ISBN: 978-3-031-16411-8

Copyright Year: 2022
DOI: https://doi.org/10.1007/978-3-031-16411-8_23

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