Investigation of Industry 4.0 and Its Technologies

Abstract

Sanayileşme ve bilişim yöntemlerindeki hızlı gelişmeler yeni nesil üretim teknolojisinin geliştirilmesinde muazzam ilerlemeler sağlamıştır. Bu ilerlemelerden biri, ilk olarak 2011 yılında Hannover Fuarı sırasında tanıtılan ve Dördüncü Sanayi Devrimi'nin başlangıcını simgeleyen Endüstri 4.0’dır. Endüstri 4.0, geleneksel üretimin rekabet gücünü artırmak için mevcut üretim ve tasarım teknolojilerini modern bilgi ve iletişim teknolojileriyle birleştirerek gerçek zamanlı verilere dayalı karar vermeyi sağlayan teknoloji odaklı bir dijital dönüşümdür. Bu dijital dönüşüm süreci, nesnelerin interneti, bulut bilişim, büyük veri analitiği, yapay zekâ ve dijital ikiz gibi Endüstri 4.0 teknolojilerinin ortaya çıkmasıyla birlikte günümüzün üretim paradigmasını akıllı üretime dönüştürmeye başlamıştır. Böylelikle, süreçlerdeki sorunları tespit etmek, ürünlerin tasarım döngüsünü hızlandırmak, kalite sorunlarının kaynağını belirlemek ve hataları önlemek gibi işletmelere birçok avantajlar sağlamaktadır. Bu çalışmada, işletmeler için artık bir “gelecek trendi” değil de stratejik gündemlerinin merkezinde yer alması gereken Endüstri 4.0 devriminin incelenmesi amaçlanmıştır. Çalışmada ilk olarak Endüstri 4.0 açıklanmış, daha sonra Endüstri 4.0 teknolojilerinden bahsedilmiş ve son olarak Endüstri 4.0 ile ilgili sonuç ve değerlendirmelere yer verilmiştir.

Keywords

• Endüstri 4.0
• Dijitalleşme
• Endüstri 4.0 Teknolojileri

References

1. Abdulhameed, O., Al-Ahmari, A., Ameen, W. ve Mian, S. H. (2019) Additive manufacturing: Challenges, trends, and applications. Advances in Mechanical Engineering, 11(2), 1687814018822880.
2. Abouzakhar, N. (2013) Critical infrastructure cybersecurity: A review of recent threats and violations. 12th European Conf on Cyber Warfare and Security, Finland, 11-12 July, 1-10.
3. Adar, E. ve Wuchner, A. (2005) Risk management for critical infrastructure protection (CIP) challenges, best practices ve tools. In First IEEE International Workshop on Critical Infrastructure Protection (IWCIP'05), IEEE, 8.
4. Almada-Lobo, F. (2015) The industry 4.0 revolution and the future of Manufacturing Execution Systems (MES). Journal of innovation management, 3(4), 16-21.
5. Altınpulluk, H. (2015) Artırılmış gerçekliği anlamak: kavramlar ve uygulamalar. Açıköğretim Uygulamaları ve Araştırmaları Dergisi, 1(4), 123-131.
6. Arden, N. S., Fisher, A. C., Tyner, K., Lawrence, X. Y., Lee, S. L. ve Kopcha, M. (2021) Industry 4.0 for pharmaceutical manufacturing: Preparing for the smart factories of the future. International Journal of Pharmaceutics, 602, 120554.
7. Arinez, J. F., Chang, Q., Gao, R. X., Xu, C. ve Zhang, J. (2020) Artificial intelligence in advanced manufacturing: Current status and future outlook. Journal of Manufacturing Science and Engineering, 142(11), 110804.
8. Bahrin, M. A. K., Othman, M. F., Azli, N. H. N. ve Talib, M. F. (2016). Industry 4.0: A review on industrial automation and robotic. Jurnal Teknologi, 78(6-13).

9. Bibby, L. ve Dehe, B. (2018) Defining and assessing industry 4.0 maturity levels–case of the defence sector. Production Planning ve Control, 29(12), 1030-1043.
10. Bitkom, V. D. M. A. (2015) ZVEI: Umsetzungsstrategie Industrie 4.0, Ergebnisbericht der Plattform Industrie 4.0. Plattform Industrie, 4.
11. Boeykens, S. (2011) Using 3D design software, BIM and game engines for architectural historical reconstruction. Designing Together-CAADfutures, 493-509.
12. Bortolini, M., Ferrari, E., Gamberi, M., Pilati, F. ve Faccio, M. (2017) Assembly system design in the industry 4.0 era: a general framework. IFAC-PapersOnLine, 50(1), 5700-5705.
13. Bugiel, S., Nurnberger, S., Sadeghi, A. ve Schneider, T. (2011) Twin clouds: An architecture for secure cloud computing. In Workshop on cryptography and security in clouds (WCSC 2011), 1217889.
14. Can, A. V. ve Kıymaz, M. (2016) Bilişim teknolojilerinin perakende mağazacılık sektörüne yansımaları: muhasebe departmanlarında endüstri 4.0 etkisi. Süleyman Demirel Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, 107-117.
15. Cardenas, A. A., Amin, S., Lin, Z. S., Huang, Y. L., Huang, C. Y. ve Sastry, S. (2011, March) Attacks against process control systems: risk assessment, detection, and response. In Proceedings of the 6th ACM symposium on information, computer and communications security, 355-366.
16. Cardon, D., Cointet, J. P., Mazières, A. ve Libbrecht, E. (2018) Neurons spike back. Reseaux, (5), 173-220.
17. Cattaneo, L. ve Macchi, M. (2019) A digital twin proof of concept to support machine prognostics with low availability of run-to-failure data. IFAC-PapersOnLine, 52(10), 37-42.
18. Cherdantseva, Y., Burnap, P., Blyth, A., Eden, P., Jones, K., Soulsby, H. ve Stoddart, K. (2016) A review of cyber security risk assessment methods for SCADA systems. Computers ve security, 56, 1-27.
19. Chui, L., Kamalnath, V. ve McCarthy, B. (2018) An Executive's Guide to AI, McKinsey.
20. De Carolis, A., Macchi, M., Negri, E. ve Terzi, S. (2017, June) Guiding manufacturing companies towards digitalization a methodology for supporting manufacturing companies in defining their digitalization roadmap. In 2017 International Conference on Engineering, Technology and Innovation (ICE/ITMC), IEEE, 487-495.
21. Dündar, A. ve Yıldız, A. (2021) Analysis of the Use of Industry 4.0 Technologies in Firms: The Case of Bursa Province. Electronic Letters on Science and Engineering, 17(2), 105-116.
22. Fayyad, U., Piatetsky-Shapiro, G. ve Smyth, P. (1996). From data mining to knowledge discovery in databases. AI magazine, 17(3), 37-37.
23. Feki, M. A., Kawsar, F., Boussard, M. ve Trappeniers, L. (2013) The internet of things: the next technological revolution. Computer, 46(2), 24-25.
24. Fisher, D., DeLine, R., Czerwinski, M. ve Drucker, S. (2012) Interactions with big data analytics. Interactions, 19(3), 50-59.
25. Georgakopoulos, D., Jayaraman, P. P., Fazia, M., Villari, M. ve Ranjan, R. (2016) Internet of Things and edge cloud computing roadmap for manufacturing. IEEE Cloud Computing, 3(4), 66-73.
26. Giusto, D., Iera, A., Morabito, G. ve Atzori, L. (Eds.). (2010) The internet of things: 20th Tyrrhenian workshop on digital communications. Springer Science ve Business Media.
27. Kagermann, H., Wahlster, W. ve Helbig, J. (2013) Recommendations for implementing the strategic initiative Industrie 4.0: Final report of the Industrie 4.0 Working Group. Forschungsunion: Berlin, Germany.
28. Karagöz, A. ve Yıldız, A. (2019) Dijital ikiz teknolojisinin üretim ve tasarım sistemlerinde kullanılması. 5. Uluslararası Mühendislik Mimarlık ve Tasarım Kongresi, 21-22 Aralık, İstanbul, Türkiye.
29. Kavzoğlu, T. ve Şahin, EK. (2012) Bulut bilişim teknolojisi ve bulut CBS uygulamaları. IV. Uzaktan Algılama ve Coğrafi Bilgi Sistemleri Sempozyumu (UZAL-CBS 2012), 19 Ekim 2012, Zonguldak.
30. Kure, H. I., Islam, S. ve Razzaque, M. A. (2018) An integrated cyber security risk management approach for a cyber-physical system. Applied Sciences, 8(6), 898.
31. Lee, J., Kao, H. A. ve Yang, S. (2014) Service innovation and smart analytics for industry 4.0 and big data environment. Procedia Cirp, 16, 3-8.
32. Li, B. H., Zhang, L. ve Chai, X. (2014) Smart cloud manufacturing (cloud manufacturing 2.0)-a new paradigm and approach of smart manufacturing. In ISPE CE, 26.
33. Lyman, P. ve Varian, H. (2003) How much information 2003? Technical Report. Retrieved from: http://www. sims. berkeley. edu/research/projects/how-much-info-2003/.
34. Marvell, S. (2015) The real and present threat of a cyber breach demands real-time risk management. Acuity Risk Management, 26-27.
35. Miraz, M. H., Ali, M., Excell, P. S. ve Picking, R. (2018) Internet of nano-things, things and everything: future growth trends. Future Internet, 10(8), 68.
36. Mistry, P., Maes, P. ve Chang, L. (2009) WUW-wear Ur world: a wearable gestural interface. In CHI'09 extended abstracts on Human factors in computing systems, 4111-4116.
37. Mourtzis, D., Doukas, M. ve Bernidaki, D. (2014) Simulation in manufacturing: Review and challenges. Procedia Cirp, 25, 213-229.
38. Özbek, A. ve Yildiz, A. (2020) Digital supplier selection for a garment business using interval type-2 fuzzy topsis. Textile and Apparel, 30(1), 61-72.
39. Pan, Y. (2016) Heading toward artificial intelligence 2.0. Engineering, 2(4), 409-413.
40. Peng, Y., Lu, T., Liu, J., Gao, Y., Guo, X. ve Xie, F. (2013, October) Cyber-physical system risk assessment. In 2013 Ninth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IEEE, 442-447.
41. Porter, M. E., ve Heppelmann, J. E. (2015) How smart, connected products are transforming companies. Harvard business review, 93(10), 96-114.
42. Ray, P. P. (2016) Internet of robotic things: concept, technologies, and challenges. IEEE Access, 4, 9489-9500.
43. Russom, P. (2011) Big data analytics. TDWI Best Practices Report, Fourth Quarter, 19(4), 1-34.
44. Sayer, S. ve Ülker, A. (2014) Ürün yaşam döngüsü yönetimi. Mühendis ve Makina, 55(657), 65-72.
45. Sether, A. (2016) Cloud computing benefits. Available at SSRN 2781593, http://dx.doi.org/10.2139/ssrn.2781593.
46. Sipsas, K., Alexopoulos, K., Xanthakis, V. ve Chryssolouris, G. (2016) Collaborative maintenance in flow-line manufacturing environments: An Industry 4.0 approach. Procedia Cirp, 55, 236-241.
47. Smith, I. G. (2012) The Internet of Things: New Horizon. Halifax, U.K.: IERC-Internet of Things European Research Cluster.
48. Tao, F. ve Zhang, M. (2017) Digital twin shop-floor: a new shop-floor paradigm towards smart manufacturing. IEEE Access, 5, 20418-20427.
49. Tao, F., Sui, F., Liu, A., Qi, Q., Zhang, M., Song, B. ve Nee, A. Y. (2019) Digital twin-driven product design framework. International Journal of Production Research, 57(12), 3935-3953.
50. Talu, M. ve Talu, Ş. (2018) Optimal engineering design of a pressurized paralepipedic fuel tank. Annals of Faculty of Engineering Hunedoara-International Journal of Engineering, Hunedoara, Romania, 16, 193-200.
51. Teich, P. (2014) Segmenting the Internet of Things (IoT); White Paper. Moor Insights ve Strategy: Austin, TX, USA.
52. Tsai, C. W., Lai, C. F., Chao, H. C. ve Vasilakos, A. V. (2015) Big data analytics: a survey. Journal of Big Data, 2(1), 1-32.
53. Ustundag, A. ve Cevikcan, E. (2017) Industry 4.0: managing the digital transformation. Springer.
54. Vaidya, S., Ambad, P. ve Bhosle, S. (2018) Industry 4.0–a glimpse. Procedia Manufacturing, 20, 233-238.
55. Vouk, A. M. (2008) Cloud computing–issues, research and implementations. Journal of computing and information technology, 16(4), 235-246.
56. Wang, L. (2019) From intelligence science to intelligent manufacturing. Engineering, 5(4), 615-618.
57. Wu, W., Kang, R. ve Li, Z. (2015, October) Risk assessment method for cyber security of cyber physical systems. In 2015 First International Conference on Reliability Systems Engineering (ICRSE), IEEE, 1-5.
58. Xu, R. ve Wunsch, D. C. (2009) II, Clustering. Hoboken. NJ: Wiley/IEEE Press, 6, 583-617.
59. Yıldız, A. (2018) Endüstri 4.0 ve akıllı fabrikalar. Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi, 22(2), 546-556.
60. Yılmaz, M., Şahin, H. ve Yıldız, A. (2021) Sectoral application analysis of studies made with deep learning models. Electronic Letters on Science and Engineering, 17(2), 126-140.