Dijital Dönüşüm Teknolojilerinin Çok Boyutlu Yapısı Üzerine Bir Derleme: Teknolojik Yenilikler ve Uygulama Alanları


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Authors

  • Berk DEMİRSOY Kormas Electric Motor

Keywords:

Dijital dönüşüm elektroniği, nesnelerin interneti, yapay zeka, siber güvenlik, sürdürülebilirlik

Abstract

Bu çalışma, dijital dönüşüm kavramını çok boyutlu bir perspektiften ele alarak gelişen teknolojiler,
sektörel uygulamalar ve yönetişim dinamikleri arasındaki etkileşimi incelemektedir. Literatürde yer alan
güncel araştırmalar, dijital dönüşümün yalnızca teknik bir yenilenme süreci değil, aynı zamanda
kurumsal, toplumsal ve kültürel dönüşümleri de içeren bütüncül bir paradigma olduğunu göstermektedir.
Bu bağlamda çalışma, altı temel eksen üzerinden derlenmiştir: ileri düzey dijital teknolojilerin
entegrasyonu, akıllı üretim ve dijital ikiz uygulamaları, sağlıkta dijital dönüşüm, elektronik ölçüm ve
enstrümantasyon teknikleri, siber güvenlik ve dijital yönetişim ile Nesnelerin İnterneti (IoT) tabanlı
dönüşüm yaklaşımlarıdır. Elde edilen bulgular, bu alanlarda önemli ilerlemeler kaydedilmiş olmasına
karşın, araştırmaların çoğunlukla teknolojik yeniliklere odaklandığını ve insan, organizasyon, etik ve
sürdürülebilirlik boyutlarının sınırlı biçimde ele alındığını ortaya koymaktadır. Literatürdeki temel
eksiklikler arasında teknolojiler arası entegrasyon modellerinin yetersizliği, birlikte çalışabilirlik
standartlarının eksikliği, veri güvenliği ile enerji verimliliği arasındaki dengenin kurulamayışı ve siber
yönetişimde davranışsal faktörlerin ihmal edilmesi öne çıkmaktadır. Bu derleme, mevcut literatürdeki bu
boşlukları bütüncül bir bakış açısıyla değerlendirerek, gelecekteki araştırmalar için çok katmanlı hibrit
mimariler, etik ve açıklanabilir yapay zekâ modelleri, kenar-bulut bilişim tabanlı dijital ikiz sistemleri ve
insan merkezli yönetişim çerçevelerinin geliştirilmesini önermektedir. Sonuç olarak, dijital dönüşümün
sürdürülebilir, güvenli ve insan merkezli biçimde ilerlemesi; yalnızca teknolojik gelişmelere değil, bu
gelişmeleri yönlendirecek stratejik planlama, kurumsal uyum ve disiplinler arası bütünleşmeye dayalı bir
ekosistemin oluşturulmasına bağlı olacaktır.

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Author Biography

Berk DEMİRSOY, Kormas Electric Motor

TOSB OSB, 41420, Kocaeli, Türkiye

References

Nguyen, Hoang Viet, et al. "Evaluating the impact of e-service quality on customer intention to use video teller machine services." Journal of Open Innovation: Technology, Market, and Complexity 8.3 (2022): 167.

Nadeem, A., Abedin, B., Cerpa, N., & Chew, E. (2018). Digital transformation & digital business strategy in electronic commerce-the role of organizational capabilities. Journal of theoretical and applied electronic commerce research, 13(2), i-viii.

Cao, X., Xu, L., & Duan, Q. (2022). EM Algorithm‐Based Enterprise Digital Transformation: Green Innovation Efficiency of Enterprise Investment. Mathematical problems in engineering, 2022(1), 8782652.

Novitasari, D., Bangun, W., & Malinda, M. (2025). Transforming healthcare performance: the intersection of digital innovation and organizational commitment in laboratory and radiology departments. International Journal of Social Science Humanity & Management Research, 04(01). https://doi.org/10.58806/ijsshmr.2025.v4i1n06.

Negro-Calduch, E., Azzopardi-Muscat, N., Krishnamurthy, R. S., & Novillo-Ortiz, D. (2021). Technological progress in electronic health record system optimization: Systematic review of systematic literature reviews. International journal of medical informatics, 152, 104507.

Faifer, M., Toscani, S., & Ottoboni, R. (2011). Electronic combined transformer for power-quality measurements in high-voltage systems. IEEE Transactions on Instrumentation and Measurement, 60(6), 2007-2013. https://doi.org/10.1109/tim.2011.2115650.

Feng, Q. L. and Zhang, H. (2012). Design of an electronic voltage transformer suitable for digital transformer substation. Applied Mechanics and Materials, 182-183, 665-669. https://doi.org/10.4028/www.scientific.net/amm.182-183.665.

Zhang, M., Li, K., Wang, J., & He, S. (2014). An on-site calibration system for electronic instrument transformers based on labview. Metrology and Measurement Systems, 21(2), 257-270. https://doi.org/10.2478/mms-2014-0022.

Binsaeed, R. H., Yousaf, Z., Grigorescu, A., Samoila, A., Chițescu, R. I., & Nassani, A. A. (2023). Knowledge sharing key issue for digital technology and artificial intelligence adoption. Systems, 11(7), 316. https://doi.org/10.3390/systems11070316.

Mulyani, R. H. S., Gaol, F. L., & Matsuo, T. (2023). Digital transformation governance at the organization using it infrastructure library framework. Emerging Science Journal, 7(6), 1954-1975. https://doi.org/10.28991/esj-2023-07-06-07.

Chaplaev, H. G., Mazhiev, K., & Идигова, Л. (2023). Use of digital technologies in human resources management. SHS Web of Conferences, 164, 00027. https://doi.org/10.1051/shsconf/202316400027.

Mohammadi, S., Heidari, A., & Navkhsi, J. (2023). Proposing a framework for the digital transformation maturity of electronic sports businesses in developing countries. Sustainability, 15(16), 12354. https://doi.org/10.3390/su151612354.

Yao, L., Liu, Y., Wang, T., Han, C., Li, Q., You, X., … & Wang, Y. (2025). Global trends of big data analytics in health research: a bibliometric study. Frontiers in Medicine, 12. https://doi.org/10.3389/fmed.2025.1456286.

Srisawat, S., Wannapiroon, P., & Nilsook, P. (2024). Distributed digital enterprise architecture for transformation of educational organizations. TEM Journal, 1645-1657. https://doi.org/10.18421/tem132-77.

Liu, Z. (2023). Research on the path of digital transformation in chinese higher education. Adult and Higher Education, 5(18). https://doi.org/10.23977/aduhe.2023.051814.

Marino, A., Pariso, P., & Picariello, M. (2024). Digital twin in smes: implementing advanced digital technologies for engineering advancements. Macromolecular Symposia, 413(3). https://doi.org/10.1002/masy.202300176.

Olanipekun, A. O. and Sutrisna, M. (2021). Facilitating digital transformation in construction—a systematic review of the current state of the art. Frontiers in Built Environment, 7. https://doi.org/10.3389/fbuil.2021.660758.

Stennikov, V., Voropai, N., Barakhtenko, E., Sokolov, D., Voitov, O., & Zhou, B. (2020). Application of digital technologies for expansion planning of integrated energy systems. E3S Web of Conferences, 209, 02003. https://doi.org/10.1051/e3sconf/202020902003.

Liao, J. (2024). Enabling a sustainable digital transformation. Journal of Latin American Sciences and Culture, 6(9), 33-43. https://doi.org/10.52428/27888991.v6i9.1192.

Hsiao, M. (2024). Resource integration and firm performance through organizational capabilities for digital transformation. Digital Transformation and Society. https://doi.org/10.1108/dts-07-2023-0050.

Choori, A. and Kazemi, S. (2023). Strategic management in the digital age: a review of decision-making frameworks. International Journal of Innovation Management and Organizational Behavior, 3(2), 21-32. https://doi.org/10.61838/kman.ijimob.3.2.4.

Chen, J., Zhao, Y., Huo, D., Ma, Z., Xi, B., & Ma, C. (2024). Design and modeling of process manufacturing-oriented digital twin system.. https://doi.org/10.21203/rs.3.rs-5244060/v1.

Schmetz, A., Lee, T. H., Hoeren, M., Berger, M., Ehret, S., Zontar, D., … & Brecher, C. (2020). Evaluation of industry 4.0 data formats for digital twin of optical components. International Journal of Precision Engineering and Manufacturing-Green Technology, 7(3), 573-584. https://doi.org/10.1007/s40684-020-00196-5.

Tang, Q., Wu, B., Chen, W., & Yue, J. (2023). A digital twin-assisted collaborative capability optimization model for smart manufacturing system based on elman-ivif-topsis. IEEE Access, 11, 40540-40564. https://doi.org/10.1109/access.2023.3269577.

Liu, H., Xia, M., Williams, D., Sun, J., & Yan, H. (2022). Digital Twin‐Driven Machine Condition Monitoring: A Literature Review. Journal of Sensors, 2022(1), 6129995.

Methuselah, J. M. J. (2024). Digital twin technology for smart manufacturing. Journal of Technology and Systems, 6(4), 52-65. https://doi.org/10.47941/jts.2143.

He, B. and Bai, K. (2020). Digital twin-based sustainable intelligent manufacturing: a review. Advances in Manufacturing, 9(1), 1-21. https://doi.org/10.1007/s40436-020-00302-5.

Badakhshan, E. and Ball, P. (2021). Reviewing the application of data driven digital twins in manufacturing systems: a business and management perspective. IFIP Advances in Information and Communication Technology, 256-265. https://doi.org/10.1007/978-3-030-85910-7_27.

Huang, S., Wang, G., Lei, D., & Yan, Y. (2022). Toward digital validation for rapid product development based on digital twin: a framework. The International Journal of Advanced Manufacturing Technology, 119(3-4), 2509-2523. https://doi.org/10.1007/s00170-021-08475-4.

Kenett, R. S. and Bortman, J. (2021). The digital twin in industry 4.0: a wide‐angle perspective. Quality and Reliability Engineering International, 38(3), 1357-1366. https://doi.org/10.1002/qre.2948.

Song, M., Wang, S., Fei, Y., & Jiao, J. (2023). Digital twin enhanced smart assembly system design and analysis for resilient operations. Proceedings of the International Conference on Industrial Engineering and Operations Management. https://doi.org/10.46254/au02.20230274.

Leonardsen, A. L., Hardeland, C., Helgesen, A. K., & Grøndahl, V. A. (2020). Patient experiences with technology enabled care across healthcare settings- a systematic review. BMC Health Services Research, 20(1). https://doi.org/10.1186/s12913-020-05633-4.

Țucmeanu, R. E., Tucmeanu, A. I., Iliescu, M. G., Żywiołek, J., & Yousaf, Z. (2022). Successful management of it projects in healthcare institutions after covid-19: role of digital orientation and innovation adaption. Healthcare, 10(10), 2005. https://doi.org/10.3390/healthcare10102005.

Sony, M., Antony, J., & Tortorella, G. L. (2023). Critical success factors for successful implementation of healthcare 4.0: a literature review and future research agenda. International Journal of Environmental Research and Public Health, 20(5), 4669. https://doi.org/10.3390/ijerph20054669.

Schmitter, P. and Ashworth, S. (2023). Digitally transforming facility management in healthcare: a systematic review of key digital technologies and systems. IOP Conference Series: Earth and Environmental Science, 1176(1), 012012. https://doi.org/10.1088/1755-1315/1176/1/012012.

Busse, T. S., Nitsche, J., Kernebeck, S., Jux, C., Weitz, J., Ehlers, J. P., … & Bork, U. (2022). Approaches to improvement of digital health literacy (ehl) in the context of person-centered care. International Journal of Environmental Research and Public Health, 19(14), 8309. https://doi.org/10.3390/ijerph19148309.

Wieslander, L., Bäckström, I., & Häggström, M. (2024). Participation in the digital transformation of healthcare: a review of qualitative studies. International Journal of Health Care Quality Assurance, 37(3/4), 68-84. https://doi.org/10.1108/ijhcqa-03-2024-0021.

Mather, C. and Almond, H. (2022). Using compass (context optimisation model for person-centred analysis and systematic solutions) theory to augment implementation of digital health solutions. International Journal of Environmental Research and Public Health, 19(12), 7111. https://doi.org/10.3390/ijerph19127111.

Mather, C., Bailey, J. F., & Almond, H. (2023). Digital transformation of health professionals: using the context optimisation model for person-centred analysis and systematic solutions (compass) implementation model use case. Knowledge, 3(4), 679-687. https://doi.org/10.3390/knowledge3040042.

Al‐Jaroodi, J., Mohamed, N., & AbuKhousa, E. (2020). Health 4.0: on the way to realizing the healthcare of the future. IEEE Access, 8, 211189-211210. https://doi.org/10.1109/access.2020.3038858.

Amini, M., Hisdal, J., & Kalvøy, H. (2018). Applications of bioimpedance measurement techniques in tissue engineering. Journal of Electrical Bioimpedance, 9(1), 142-158. https://doi.org/10.2478/joeb-2018-0019.

Wu, H., Zhou, W., Yang, Y., Jia, J., & Bagnaninchi, P. (2018). Exploring the potential of electrical impedance tomography for tissue engineering applications. Materials, 11(6), 930. https://doi.org/10.3390/ma11060930.

Almeida, E. C., Pereira, G. G., Reis, W. M. d., & Silva, J. C. d. (2023). Study of equipment to measure quantities related to electricity in a three-phase engine. Academic Journal on Computing, Engineering and Applied Mathematics, 4(2), 13-16. https://doi.org/10.20873/uft.2675-3588.2023.v4n2.p13-16.

Ducommun, P., Kadouri, A., Stockar, U. v., & Marison, I. W. (2001). On‐line determination of animal cell concentration in two industrial high‐density culture processes by dielectric spectroscopy. Biotechnology and Bioengineering, 77(3), 316-323. https://doi.org/10.1002/bit.1197.

Cilliers, J., Xie, W., Neethling, S., Randall, E., & Wilkinson, A. (2001). Electrical resistance tomography using a bi-directional current pulse technique. Measurement Science and Technology, 12(8), 997-1001. https://doi.org/10.1088/0957-0233/12/8/302.

Lanza, L. G., Merlone, A., Cauteruccio, A., Chinchella, E., Stagnaro, M., Dobre, M., … & Parrondo, M. (2021). Calibration of non‐catching precipitation measurement instruments: a review. Meteorological Applications, 28(3). https://doi.org/10.1002/met.2002.

Wang, D., Hu, R., Xie, P., & Li, Z. (2020). A novel calibration method for atmospheric no3 radical via high reflectivity cavity. Measurement Science and Technology, 31(8), 085801. https://doi.org/10.1088/1361-6501/ab8833.

Hernández, D., Boeck, T., Karcher, C., & Wondrak, T. (2017). Numerical and experimental study of the effect of the induced electric potential in lorentz force velocimetry. Measurement Science and Technology, 29(1), 015301. https://doi.org/10.1088/1361-6501/aa9095.

AL-Hawamleh, A. (2024). Investigating the multifaceted dynamics of cybersecurity practices and their impact on the quality of e-government services: evidence from the ksa. Digital Policy, Regulation and Governance, 26(3), 317-336. https://doi.org/10.1108/dprg-11-2023-0168.

Siampondo, G. and Chansa, B. (2023). A study on the existing cybersecurity policies and strategies in combating increased cybercrime in zambia. Journal of Information Security, 14(04), 294-303. https://doi.org/10.4236/jis.2023.144017.

Nnenna, U. J., Perpetua, U. I., Nchaga, A. M., Hadijah, T., Mabonga, E., & Nyamboga, T. O. (2024). Cybersecurity measures in east african egovernment systems. Iaa Journal of Social Sciences, 10(2), 12-24. https://doi.org/10.59298/iaajss/2024/102.122400000.

Yamada, R. (2024). Impact of cybersecurity regulations on corporate compliance practices in japan. International Journal of Law and Policy, 9(2), 28-38. https://doi.org/10.47604/ijlp.2705.

Hasegawa, K., O’Brien, N., Prendergast, M., Ajah, C. A., Neves, A. L., & Ghafur, S. (2024). Cybersecurity interventions in health care organizations in low- and middle-income countries: scoping review. Journal of Medical Internet Research, 26, e47311. https://doi.org/10.2196/47311.

Benjamin, L. B., Adegbola, A. E., Amajuoyi, P., Adegbola, M. D., & Adeusi, K. B. (2024). Digital transformation in smes: identifying cybersecurity risks and developing effective mitigation strategies. Global Journal of Engineering and Technology Advances, 19(2), 134-153. https://doi.org/10.30574/gjeta.2024.19.2.0084.

D’Amico, G., L’Abbate, P., Liao, W., Yiğitcanlar, T., & Ioppolo, G. (2020). Understanding sensor cities: insights from technology giant company driven smart urbanism practices. Sensors, 20(16), 4391. https://doi.org/10.3390/s20164391.

Ayodele, O. and Petla, V. (2024). Leveraging the brics digital partnership for collaborative digital governance. Journal of BRICS Studies, 3(1), 1-7. https://doi.org/10.36615/feg0h138.

Sánchez, D. T. P., Sarmiento, L. H. T., Cuadros, J. D. O., & Guerrero, C. D. (2022). Chief information officer's role for iot-based digital transformation in colombian smes. Revista Colombiana De Computación, 23(2), 43-54. https://doi.org/10.29375/25392115.4607.

Adhicandra, I., Tanwir, T., Asfahani, A., Sitopu, J. W., & Irawan, F. (2024). Latest innovations in internet of things (iot): digital transformation across industries. Innovative: Journal of Social Science Research, 4(3), 1027-1037. https://doi.org/10.31004/innovative.v4i3.10551.

Liu, Y., Ni, Z., Karlsson, M., & Gong, S. (2021). Methodology for digital transformation with internet of things and cloud computing: a practical guideline for innovation in small- and medium-sized enterprises. Sensors, 21(16), 5355. https://doi.org/10.3390/s21165355.

Romanova, I. V. and Igishev, A. V. (2025). Implementation of the industrial internet of things to improve the management efficiency of high-tech production. Ekonomika I Upravlenie: Problemy, Resheniya, 6/3(159), 49-59. https://doi.org/10.36871/ek.up.p.r.2025.06.03.006.

Hamed, K. M. B. and Farah, N. F. (2025). The internet of things applications: its effects, roles, and implications in libyan healthcare system. Journal of Technology Research, 5(1), 01-10. https://doi.org/10.26629/jtr.2025.01.

Krotkiewicz, M., Szynkaruk, A., & Stachyra, A. (2025). Digital transformation in healthcare management: from artificial intelligence to blockchain. Wiadomości Lekarskie, (3), 578-583. https://doi.org/10.36740/wlek/202445.

Pasupuleti, M. K. (2024). Iot-driven transformation: advancing agriculture, smart cities, and digital security. Smart IoT Solutions: Revolutionizing Agriculture, Urban Infrastructure, and Cybersecurity, 1-11. https://doi.org/10.62311/nesx/46059.

Widiarta, I. P. G. D. (2025). Socioeconomics transformation through iot and deep learning-based digitalization: enhancing investment attractiveness in the livestock sector. Journal of Tropical Animal Science and Technology, 7(2), 30-43. https://doi.org/10.32938/jtast.v7i2.9579.

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2025-10-27

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DEMİRSOY, B. (2025). Dijital Dönüşüm Teknolojilerinin Çok Boyutlu Yapısı Üzerine Bir Derleme: Teknolojik Yenilikler ve Uygulama Alanları. International Journal of Advanced Natural Sciences and Engineering Researches, 9(10), 373–389. Retrieved from https://as-proceeding.com/index.php/ijanser/article/view/2882

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