Araştırma Makalesi
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Pandemi Sürecinde Endüstri 4.0

Yıl 2020, Cilt: 1 Sayı: 1, 1 - 10, 27.12.2020

Öz

Covid-19 salgını tüm dünyayı etkisi altına alırken, bir yandan dünya ekonomisi bir yandan işletmeler hayatta kalmak için mücadele etmektedir. Üretim sürecinin dijitalleşmesi ve akıllı hale gelmesiyle Endüstri 4.0 endüstrilerin bir gereksinimi olmuştur. Endüstri 4.0 terimi, ürünlerin yaşam döngüsünün tüm değer zinciri üzerinde yeni bir organizasyon ve kontrol düzeyi olarak tanımlanan dördüncü sanayi devrimi anlamına gelir ve kişiselleştirilmiş müşteri gereksinimlerine yöneliktir. Endüstri 4.0 vizyoner olmakla birlikte, nesnelerin interneti, endüstriyel internet, akıllı üretim ve bulut tabanlı üretimi içeren, gerçekçi bir konseptir. Endüstri 4.0 sürekli iyileştirme sağlamak ve katma değer yaratan faaliyetlere ve israfı önlemeye odaklanmak için üretim sürecinde işletmelerin sıkı entegrasyonuyla ilgilidir. Bu makalenin amacı, Covid-19 sürecinde, işletmelerin Endüstri 4.0’ın yeni teknolojik uygulamalarında ortaya çıkan yeni eğilimleri ve akışları incelemektir.

Kaynakça

  • Agrawal, M., Eloot, K., Mancini, M., & Patel, A. (29 Temmuz 2020). Industry 4.0: Reimagining manufacturing operations after COVID-19. https://www.mckinsey.com/business-functions/operations/our-insights/industry-40-reimagining-manufacturing-operations-after-covid-19. (02.10.2020).
  • Akkaya, B., & Yazıcı, A. M. (2020). Comparing Agile Leadership With Biomimicry-Based Gray Wolf: Proposing A New Model. Business & Management Studies: An International Journal, 8(2), 1455-1478. https://doi.org/10.15295/bmij.v8i2.1480.
  • Alçın, S. (2016). Üretim için yeni bir izlek: Sanayi 4.0. Journal of Life Economics, Cilt 3, Sayı 2, 19-30. https://doi.org/10.15637/jlecon.129.
  • Annaç Göv, S., & Erdoğan, D. (2020). Dördüncü Endüstri Devriminin (Endüstri 4.0) Neresindeyiz?. İstanbul Gelişim Üniversitesi Sosyal Bilimler Dergisi, 7(2), 299-318. DOI: https://dx.doi.org/10.17336/igusbd.661236. Avishay, D., Pavlov, V., Pavlova, G., Petrov, B., & Dimitrov, N. (2019). Industry 4.0- Robots with Distributed Mobility and Elements of AI. Global Journal of Computer Science and Technology: D Neural & Artificial Intelligence, Volume 19, Issue 1.
  • Azuma, R. (1997). A survey of augmented reality. Teleoperators and Virtual Environments, 6, 4, 355-385.
  • Boni Global. (27 Ağustos, 2020). Post Covid-19 Dünyasında Endüstri 4.0’ın Geleceği. https://www.boniglobal.com/tr/the-future-of-industry-4-0-in-the-post-covid-19-world/ (02.10.2020).
  • Boulila, N. (2019). Cyber- Physical Systems and Industry 4.0: Properties, Structure, Communication, and Behavior. Technical Report, DOI:10.13140/RG.2.2.27890.76485
  • Bragazzi, N. L. (2020). Digital Technologies-Enabled Smart Manufacturing and Industry 4.0 in the Post-COVID-19 Era: Lessons Learnt from a Pandemic. Int. J. Environ. Res. Public Health, 17, 4785; doi:10.3390/ijerph17134785.
  • Brettel, M., Friederichsen, N., Keller, M., & Rosenberg, M. (2017). How Virtualization, Decentralization and Network Building Change the Manufacturing Landscape: An Industry 4.0 Perspective, World Academy of Science, Engineering and Technology. International Journal of Information and Communication Engineering, V.8, N.1.
  • Butt, J. (2020). Exploring The Interrelationship Between Additive Manufacturing and Industry 4.0. Designs, 4, 13. doi:10.3390/designs4020013
  • Chong, S., Pan, G. T., Chin, J., Show, P. L., Yang, T. C. K., & Huang, C. M. (2018). Integration of 3D Printing and Industry 4.0 into Engineering Teaching. Sustainability, 10, 3960. doi:10.3390/su10113960
  • Cognizant. (24 April 2020). COVID-19: Accelerating Industry 4.0: A Good Prescription for Surviving Today’s Pandemic and Mitigating the Next One. https://www.cognizant.com/perspectives/covid-19-accelerating-industry-4-0-a-good-prescription-for-surviving-todays-pandemic-and-mitigating-the-next-one. (02.10.2020).
  • Cooper, J., & James, A. (2009). Challenges for database management in the Internet of things. IETE Technical Review, 26, 320- 329. doi:10.4103/0256-4602.55275
  • Czifra, G., & Molmár, Z. (2020). Covid-19 and Industry 4.0. Sciendo, Volume 28, Number 46. DOI:10.2478/rput-2020-0005.
  • Da Xu, L., & Duan, L. (2019). Big data for cyber physical systems in industry 4.0: a survey. Enterprise Information System, 13:2, 148-169. DOI: 10.1080/7517575.2018.1442934
  • Dengiz, O. (2017). Endüstri 4.0: Üretimde Kavram ve Algı Devrimi. Makine Tasarım ve İmalat Dergisi, Volume 15, Issue, 1, 38-45. De Pace, F., Manuri, F., & Sanna, A. (2018). Augmented Reality in Industry 4.0. Am J Compt Sci Inform Technol, Vol.6 No.1:17.doi: 10.21767/2349-3917.100017
  • Ercan, T., & Kutay, M. (2016). Endüstride Nesnelerin İnterneti (IoT) Uygulamaları. AKÜ FEMÜBİD, 16, 035102, 599-607. DOI:10.5578/fmbd.43411
  • Galin, R., & Meshcheryakov, R. (2019). Automation and robotics in the context of Industry 4.0: the shift to collaborative robots. IOP Conf. Series: Materials Science and Engineering, 537, 032073. doi:10.1088/1757-899X/537/3/032073
  • Horst, D. J., Duvoisin, C. A., & De Almeida Vieira, R. (2018). Additive Manufacturing at Industry 4.0: a Review. International Journal of Engineering and Technical Research (IJETR), Volume 8, Issue 8.
  • HuanSheng, N., & Hong, L. (2015). Cyber-physical-social-thinking space based science and technology framework for the Internet of Things. Sci. China Inf. Sci. 58, 1-19. https://doi.org/10.1007/s11432-014-5209-2 International Federation of Robotics. (2020). Industrial Robots: Robot Investment Reaches Record 16.5 billion USD. https://ifr.org/ifr-press-releases/news/robot-investment-reaches-record-16.5-billion-usd (28.09.2020).
  • İrge, N. T., & Şen, E. (2020). Çalışanların Dijital Teknolojiye Yönelik Tutumlarının ve İç Girişimcilik Özelliklerinin Bireysel İş Performanslarına Etkisi. İşletme Araştırmaları Dergisi, 12(3), 2556-2579 https://doi.org/10.20491/isarder.2020.993 Jackl, A., Schöffer, L., Husinsky, M., & Wagner, M. (2018). Augmented Reality for Industry 4.0: Architecture and User Experience. 11th Forum Media Technology, St. Pölten, Austria.
  • Kagermann, H., Wahlster, W., & Helbig, J. (2013). Recommendations for implementing the strategic initiative Industrie 4.0, Industrie 4.0 Working Group. acatech – National Academy of Science and Engineering.
  • Lasi, H., Fettke, P., Kemper, H. G., Feld, T., & Hoffman, M. (2014). Industry 4.0. Business & Information Systems Engineering, 6, 239-242. DOI: 10.1007/s12599-014-0334-4.
  • McKinsey & Company. (2015). The Internet of Things: Mapping The Value Beyond The Hype. https://www.mckinsey.com/~/media/McKinsey/Industries/Technology%20Media%20and%20Telecommunications/High%20Tech/Our%20Insights/The%20Internet%20of%20Things%20The%20value%20of%20digitizing%20the%20physical%20world/Unlocking_the_potential_of_the_Internet_of_Things_Executive_summary.pdf (05.10.2020).
  • Ministére De L’europe Et Des Affaires Etrangéres. (2015). Industry of the future. http://www.ambafrance-de.org/Vorstellung-des-neuen-franzosischen-PlansIndustrie-du-Futur-in-der-Botschaft. (28.09.2020).
  • Rennung, F., Luminosu, C. T., & Draghici, A. (2016). Service Provision in the Framework of Industry 4.0. Procedia- Social and Behavioral Sciences, 221, 372-377. Doi:10.1016/j.sbspro.2016.05.127. Rojko, A. (2017). Industry 4.0 Concept: Background and Overview. IJIM, Vol.11, No.5. https://doi.org/10.3991/ijim.v11:5.7072.
  • Rüβmann, M., Lorenz, M., Gerbert, P., & Waldner, M. (April 09, 2015). Industry 4.0: The Future of Productivity and Growth in Manufacturing Industries. The Boston Consulting Group.
  • Sipsas, K., Alexopoulos, K., Xanthakis, V., & Chryssolouris, G. (2016). Collaborative maintenance in flow-line manufacturing environments: An Industry 4.0 approach. 5th CIRP Global Web Conference Research and Innovation for Future Production, Procedia CIRP, 55, 236-241. Doi:10.1016/j.procir.2016.09.013.
  • Sommer, L. (2015). Industrial revolution—Industry 4.0: Are German manufacturing SMEs the first victims of this revolution?. Journal of Industrial Engineering and Management, 8, 1512-1532. doi:10.3926/jiem.1470
  • Soylu, A. (2018). Endüstri 4.0 ve Girişimcilikte Yeni Yaklaşımlar. Pamukkale Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, Sayı 32, 43-57. DOI: 10.30794/pausbed.424955
  • Şahin, E. K., Bovkır, R., & Aydınoğlu, A. Ç. (2020). Yeni Teknolojik Gelişmelerin Coğrafi Bilgi Sistemlerine Etkisi. Harita Dergisi, 163, 1-16.
  • Şen, E. (2020). COVID-19 Pandemik Krizinin Yönetim ve Ekonomi Politik Üzerine Olası Etkileri. Yönetim, Ekonomi ve Pazarlama Araştırmaları Dergisi, 4(2): 71-84. DOI:10.29226/TR1001.2020.186
  • Şen, E., & İrge, N. T. (2020). Industry 4.0 and Agile Firms, Agile Business Leadership Methods for Industry 4.0, 209-232. doi:10.1108/978-1-80043-380-920201013
  • Qin, J., Liu, Y., & Grosvenor, R. (2016). A Categorical Framework of Manufacturing for Industry 4.0 and Beyond. Procedia CIRP, 52, 173-178.
  • Wang, Y. C., Kung, L. A., Ting, C., & Byrd, T. A. (2015). Beyond a Technical Perspective: Understanding Big Data Capabilities in Health Care. 48th Annual Hawaii International Conference on System Sciences(HICSS), At: Kauai, Hawaii. DOI: 10.1109/HICSS.2015.368
  • Wang, S., Wan, J., Li, D., & Zhang, C. (2016). Implementing Smart Factory of Industrie 4.0: An Outlook. Hindawi Publishing Corporation International Journal of Distributed Sensor Networks, Volume 2016, Article ID 3159805, 10 pages http://dx.doi.org/10.1155/2016/3159805.
  • Wortmann, F., & Flüchter, K. (2015). Internet of Things Technology and Value Added. Bus Inf Syst Eng, 57(3):221–224. DOI: 10.1007/s12599-015-0383-3
  • Yazıcı, A. M. (2020). Biomimicry and Agile Leadership in Industry 4.0, Agile Business Leadership Methods for Industry 4.0, 155-170. doi:10.1108/978-1-80043-380-920201010
  • Yıldız, A. (2018). Endüstri 4.0 ve akıllı fabrikalar. Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi, 22 (2), 546-556. Doi:10.16984/saufenbilder.321957.
  • Yılmaz, R. M., & Göktaş, Y. (2018). Using Augmented Reality Technology in Education. Çukurova Üniversitesi Eğitim Fakültesi Dergisi, 47(2), 2018, 510-537. DOI: 10.14812/cuefd.376066
  • Zhong, R. Y., Xu, Xun., Klotz, E., & Newman, S. T. (2017). Intelligent Manufacturing in the Context of Industry 4.0: A Review. Engineering, 3, 616-630. http://dx.doi.org/10.1016/J.ENG.2017.05015
  • https://trends.google.com/trends/explore?date=today%205-y&q=online%20shopping Accessed: 19.12.2020.
  • https://trends.google.com/trends/explore?q=online%20shoppingAccessed: 19.12.2020.
  • https://trends.google.com/trends/explore?q=use%20of%20digital%20technologiesAccessed: 19.12.2020.

Industry 4.0 During Pandemic

Yıl 2020, Cilt: 1 Sayı: 1, 1 - 10, 27.12.2020

Öz

Covid-19 has been a pandemic with a global impact both on the world economy and on the survival of business enterprises. As the production has become digitalized and smarter, Industry 4.0 has also become a necessity for the industries. The term refers to the fourth industrial revolution in which the life cycle of the products has a new organizational and control level on the whole value chain, and it is for personalized customer needs. Industry 4.0 is not only a visionary but also a realistic concept with the introduction of the internet of things, industrial internet, smart manufacturing and cloud-based manufacturing process. Even though Covid-19 has a destructive impact, it also initiated a series of change in digital transformation. Covid-19 rapidly shapes digitalization between the sectors as well as the global business ecosystem, which creates a new opportunity for the digital leaders to discover innovative digital strategies and applications to direct their corporate digital transformation. The purpose of this article is to study the new trends and workflows in business enterprises while carrying out new technological applications of Industry 4.0 during Covid-19 pandemic.

Kaynakça

  • Agrawal, M., Eloot, K., Mancini, M., & Patel, A. (29 Temmuz 2020). Industry 4.0: Reimagining manufacturing operations after COVID-19. https://www.mckinsey.com/business-functions/operations/our-insights/industry-40-reimagining-manufacturing-operations-after-covid-19. (02.10.2020).
  • Akkaya, B., & Yazıcı, A. M. (2020). Comparing Agile Leadership With Biomimicry-Based Gray Wolf: Proposing A New Model. Business & Management Studies: An International Journal, 8(2), 1455-1478. https://doi.org/10.15295/bmij.v8i2.1480.
  • Alçın, S. (2016). Üretim için yeni bir izlek: Sanayi 4.0. Journal of Life Economics, Cilt 3, Sayı 2, 19-30. https://doi.org/10.15637/jlecon.129.
  • Annaç Göv, S., & Erdoğan, D. (2020). Dördüncü Endüstri Devriminin (Endüstri 4.0) Neresindeyiz?. İstanbul Gelişim Üniversitesi Sosyal Bilimler Dergisi, 7(2), 299-318. DOI: https://dx.doi.org/10.17336/igusbd.661236. Avishay, D., Pavlov, V., Pavlova, G., Petrov, B., & Dimitrov, N. (2019). Industry 4.0- Robots with Distributed Mobility and Elements of AI. Global Journal of Computer Science and Technology: D Neural & Artificial Intelligence, Volume 19, Issue 1.
  • Azuma, R. (1997). A survey of augmented reality. Teleoperators and Virtual Environments, 6, 4, 355-385.
  • Boni Global. (27 Ağustos, 2020). Post Covid-19 Dünyasında Endüstri 4.0’ın Geleceği. https://www.boniglobal.com/tr/the-future-of-industry-4-0-in-the-post-covid-19-world/ (02.10.2020).
  • Boulila, N. (2019). Cyber- Physical Systems and Industry 4.0: Properties, Structure, Communication, and Behavior. Technical Report, DOI:10.13140/RG.2.2.27890.76485
  • Bragazzi, N. L. (2020). Digital Technologies-Enabled Smart Manufacturing and Industry 4.0 in the Post-COVID-19 Era: Lessons Learnt from a Pandemic. Int. J. Environ. Res. Public Health, 17, 4785; doi:10.3390/ijerph17134785.
  • Brettel, M., Friederichsen, N., Keller, M., & Rosenberg, M. (2017). How Virtualization, Decentralization and Network Building Change the Manufacturing Landscape: An Industry 4.0 Perspective, World Academy of Science, Engineering and Technology. International Journal of Information and Communication Engineering, V.8, N.1.
  • Butt, J. (2020). Exploring The Interrelationship Between Additive Manufacturing and Industry 4.0. Designs, 4, 13. doi:10.3390/designs4020013
  • Chong, S., Pan, G. T., Chin, J., Show, P. L., Yang, T. C. K., & Huang, C. M. (2018). Integration of 3D Printing and Industry 4.0 into Engineering Teaching. Sustainability, 10, 3960. doi:10.3390/su10113960
  • Cognizant. (24 April 2020). COVID-19: Accelerating Industry 4.0: A Good Prescription for Surviving Today’s Pandemic and Mitigating the Next One. https://www.cognizant.com/perspectives/covid-19-accelerating-industry-4-0-a-good-prescription-for-surviving-todays-pandemic-and-mitigating-the-next-one. (02.10.2020).
  • Cooper, J., & James, A. (2009). Challenges for database management in the Internet of things. IETE Technical Review, 26, 320- 329. doi:10.4103/0256-4602.55275
  • Czifra, G., & Molmár, Z. (2020). Covid-19 and Industry 4.0. Sciendo, Volume 28, Number 46. DOI:10.2478/rput-2020-0005.
  • Da Xu, L., & Duan, L. (2019). Big data for cyber physical systems in industry 4.0: a survey. Enterprise Information System, 13:2, 148-169. DOI: 10.1080/7517575.2018.1442934
  • Dengiz, O. (2017). Endüstri 4.0: Üretimde Kavram ve Algı Devrimi. Makine Tasarım ve İmalat Dergisi, Volume 15, Issue, 1, 38-45. De Pace, F., Manuri, F., & Sanna, A. (2018). Augmented Reality in Industry 4.0. Am J Compt Sci Inform Technol, Vol.6 No.1:17.doi: 10.21767/2349-3917.100017
  • Ercan, T., & Kutay, M. (2016). Endüstride Nesnelerin İnterneti (IoT) Uygulamaları. AKÜ FEMÜBİD, 16, 035102, 599-607. DOI:10.5578/fmbd.43411
  • Galin, R., & Meshcheryakov, R. (2019). Automation and robotics in the context of Industry 4.0: the shift to collaborative robots. IOP Conf. Series: Materials Science and Engineering, 537, 032073. doi:10.1088/1757-899X/537/3/032073
  • Horst, D. J., Duvoisin, C. A., & De Almeida Vieira, R. (2018). Additive Manufacturing at Industry 4.0: a Review. International Journal of Engineering and Technical Research (IJETR), Volume 8, Issue 8.
  • HuanSheng, N., & Hong, L. (2015). Cyber-physical-social-thinking space based science and technology framework for the Internet of Things. Sci. China Inf. Sci. 58, 1-19. https://doi.org/10.1007/s11432-014-5209-2 International Federation of Robotics. (2020). Industrial Robots: Robot Investment Reaches Record 16.5 billion USD. https://ifr.org/ifr-press-releases/news/robot-investment-reaches-record-16.5-billion-usd (28.09.2020).
  • İrge, N. T., & Şen, E. (2020). Çalışanların Dijital Teknolojiye Yönelik Tutumlarının ve İç Girişimcilik Özelliklerinin Bireysel İş Performanslarına Etkisi. İşletme Araştırmaları Dergisi, 12(3), 2556-2579 https://doi.org/10.20491/isarder.2020.993 Jackl, A., Schöffer, L., Husinsky, M., & Wagner, M. (2018). Augmented Reality for Industry 4.0: Architecture and User Experience. 11th Forum Media Technology, St. Pölten, Austria.
  • Kagermann, H., Wahlster, W., & Helbig, J. (2013). Recommendations for implementing the strategic initiative Industrie 4.0, Industrie 4.0 Working Group. acatech – National Academy of Science and Engineering.
  • Lasi, H., Fettke, P., Kemper, H. G., Feld, T., & Hoffman, M. (2014). Industry 4.0. Business & Information Systems Engineering, 6, 239-242. DOI: 10.1007/s12599-014-0334-4.
  • McKinsey & Company. (2015). The Internet of Things: Mapping The Value Beyond The Hype. https://www.mckinsey.com/~/media/McKinsey/Industries/Technology%20Media%20and%20Telecommunications/High%20Tech/Our%20Insights/The%20Internet%20of%20Things%20The%20value%20of%20digitizing%20the%20physical%20world/Unlocking_the_potential_of_the_Internet_of_Things_Executive_summary.pdf (05.10.2020).
  • Ministére De L’europe Et Des Affaires Etrangéres. (2015). Industry of the future. http://www.ambafrance-de.org/Vorstellung-des-neuen-franzosischen-PlansIndustrie-du-Futur-in-der-Botschaft. (28.09.2020).
  • Rennung, F., Luminosu, C. T., & Draghici, A. (2016). Service Provision in the Framework of Industry 4.0. Procedia- Social and Behavioral Sciences, 221, 372-377. Doi:10.1016/j.sbspro.2016.05.127. Rojko, A. (2017). Industry 4.0 Concept: Background and Overview. IJIM, Vol.11, No.5. https://doi.org/10.3991/ijim.v11:5.7072.
  • Rüβmann, M., Lorenz, M., Gerbert, P., & Waldner, M. (April 09, 2015). Industry 4.0: The Future of Productivity and Growth in Manufacturing Industries. The Boston Consulting Group.
  • Sipsas, K., Alexopoulos, K., Xanthakis, V., & Chryssolouris, G. (2016). Collaborative maintenance in flow-line manufacturing environments: An Industry 4.0 approach. 5th CIRP Global Web Conference Research and Innovation for Future Production, Procedia CIRP, 55, 236-241. Doi:10.1016/j.procir.2016.09.013.
  • Sommer, L. (2015). Industrial revolution—Industry 4.0: Are German manufacturing SMEs the first victims of this revolution?. Journal of Industrial Engineering and Management, 8, 1512-1532. doi:10.3926/jiem.1470
  • Soylu, A. (2018). Endüstri 4.0 ve Girişimcilikte Yeni Yaklaşımlar. Pamukkale Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, Sayı 32, 43-57. DOI: 10.30794/pausbed.424955
  • Şahin, E. K., Bovkır, R., & Aydınoğlu, A. Ç. (2020). Yeni Teknolojik Gelişmelerin Coğrafi Bilgi Sistemlerine Etkisi. Harita Dergisi, 163, 1-16.
  • Şen, E. (2020). COVID-19 Pandemik Krizinin Yönetim ve Ekonomi Politik Üzerine Olası Etkileri. Yönetim, Ekonomi ve Pazarlama Araştırmaları Dergisi, 4(2): 71-84. DOI:10.29226/TR1001.2020.186
  • Şen, E., & İrge, N. T. (2020). Industry 4.0 and Agile Firms, Agile Business Leadership Methods for Industry 4.0, 209-232. doi:10.1108/978-1-80043-380-920201013
  • Qin, J., Liu, Y., & Grosvenor, R. (2016). A Categorical Framework of Manufacturing for Industry 4.0 and Beyond. Procedia CIRP, 52, 173-178.
  • Wang, Y. C., Kung, L. A., Ting, C., & Byrd, T. A. (2015). Beyond a Technical Perspective: Understanding Big Data Capabilities in Health Care. 48th Annual Hawaii International Conference on System Sciences(HICSS), At: Kauai, Hawaii. DOI: 10.1109/HICSS.2015.368
  • Wang, S., Wan, J., Li, D., & Zhang, C. (2016). Implementing Smart Factory of Industrie 4.0: An Outlook. Hindawi Publishing Corporation International Journal of Distributed Sensor Networks, Volume 2016, Article ID 3159805, 10 pages http://dx.doi.org/10.1155/2016/3159805.
  • Wortmann, F., & Flüchter, K. (2015). Internet of Things Technology and Value Added. Bus Inf Syst Eng, 57(3):221–224. DOI: 10.1007/s12599-015-0383-3
  • Yazıcı, A. M. (2020). Biomimicry and Agile Leadership in Industry 4.0, Agile Business Leadership Methods for Industry 4.0, 155-170. doi:10.1108/978-1-80043-380-920201010
  • Yıldız, A. (2018). Endüstri 4.0 ve akıllı fabrikalar. Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi, 22 (2), 546-556. Doi:10.16984/saufenbilder.321957.
  • Yılmaz, R. M., & Göktaş, Y. (2018). Using Augmented Reality Technology in Education. Çukurova Üniversitesi Eğitim Fakültesi Dergisi, 47(2), 2018, 510-537. DOI: 10.14812/cuefd.376066
  • Zhong, R. Y., Xu, Xun., Klotz, E., & Newman, S. T. (2017). Intelligent Manufacturing in the Context of Industry 4.0: A Review. Engineering, 3, 616-630. http://dx.doi.org/10.1016/J.ENG.2017.05015
  • https://trends.google.com/trends/explore?date=today%205-y&q=online%20shopping Accessed: 19.12.2020.
  • https://trends.google.com/trends/explore?q=online%20shoppingAccessed: 19.12.2020.
  • https://trends.google.com/trends/explore?q=use%20of%20digital%20technologiesAccessed: 19.12.2020.
Toplam 44 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular İşletme
Bölüm Araştırma Makalesi
Yazarlar

Necmiye Tülin İrge

Ayşe Meriç Yazıcı Bu kişi benim

Yayımlanma Tarihi 27 Aralık 2020
Yayımlandığı Sayı Yıl 2020 Cilt: 1 Sayı: 1

Kaynak Göster

APA İrge, N. T., & Yazıcı, A. M. (2020). Industry 4.0 During Pandemic. BİLİM-TEKNOLOJİ-YENİLİK EKOSİSTEMİ DERGİSİ, 1(1), 1-10.