AQLLI ISHLAB CHIQARISH TIZIMLARINING ASOSIY KOMPONENTLARI VA ARXITEKTURASI

Donayeva  Feruza  Burxon qizi

Ushbu maqola aqlli ishlab chiqarish tizimlarining rivojlanishi, ularning arxitekturaviy asoslari va ularni zamonaviy texnologiyalar bilan uyg‘unlashtirish yo‘llarini o‘rganishga bag‘ishlangan. Asosiy e’tibor raqamli egizaklar, kognitiv tizimlar, modulli arxitekturalar, aqlli qaror qabul qilish algoritmlari va sanoatdagi evolyutsion yondashuvlarga qaratilgan. Maqolada ko‘p komponentli tizimlar, leagile tarmoqlar, va barqaror kiber-fizik tizimlar misolida ishlab chiqarish tizimlarining moslashuvchanligi va bardoshliligini oshirish yo‘llari tahlil qilinadi. Muallif turli arxitekturaviy yondashuvlar orqali aqlli ishlab chiqarishni tashkil qilish, ularni modellashtirish va amaliyotga tatbiq qilish mexanizmlarini ko‘rsatib, ishlab chiqarish jarayonining dinamik va barqaror yuritilishi uchun zamonaviy texnologiyalar asosida takliflar beradi.

Name of journalRaqamli iqtisodiyot
Number of edition11-son
View count 35

Web Address https://infocom.uz/magazine/18

DOI

Date of creation in the UzSCI system 07-11-2025

Read count 35

Date of publication 07-07-2025

Main LanguageO'zbek

Pages1176-1185

Tags

evolyutsiya

qaror qabul qilish

aqlli ishlab chiqarish

sanoat 4.0

raqamli egizak

arxitektura

kiber-fizik tizimlar

kognitiv tizimlar

modulli ishlab chiqarish

leagile tarmoq

texnologik integratsiya

Ўзбек

Ushbu maqola aqlli ishlab chiqarish tizimlarining rivojlanishi, ularning arxitekturaviy asoslari va ularni zamonaviy texnologiyalar bilan uyg‘unlashtirish yo‘llarini o‘rganishga bag‘ishlangan. Asosiy e’tibor raqamli egizaklar, kognitiv tizimlar, modulli arxitekturalar, aqlli qaror qabul qilish algoritmlari va sanoatdagi evolyutsion yondashuvlarga qaratilgan. Maqolada ko‘p komponentli tizimlar, leagile tarmoqlar, va barqaror kiber-fizik tizimlar misolida ishlab chiqarish tizimlarining moslashuvchanligi va bardoshliligini oshirish yo‘llari tahlil qilinadi. Muallif turli arxitekturaviy yondashuvlar orqali aqlli ishlab chiqarishni tashkil qilish, ularni modellashtirish va amaliyotga tatbiq qilish mexanizmlarini ko‘rsatib, ishlab chiqarish jarayonining dinamik va barqaror yuritilishi uchun zamonaviy texnologiyalar asosida takliflar beradi.

Tags

evolyutsiya

qaror qabul qilish

aqlli ishlab chiqarish

sanoat 4.0

raqamli egizak

arxitektura

kiber-fizik tizimlar

kognitiv tizimlar

modulli ishlab chiqarish

leagile tarmoq

texnologik integratsiya

№ Author name position Name of organisation

1 Donayeva .B. stajyor-oʻqituvchi Iqtisodiyot va pedagogika universiteti

№ Name of reference

1 1. Andrade, L., & Fiadeiro, J. (2001). Coordination: the evolutionary dimension. Proceedings Technology of Object-Oriented Languages and Systems. TOOLS 38, IEEE, pp. 136–147. https://doi.org/10.1109/TOOLS.2001.911762

2 2. Fujimoto, T. (2007). Architecture-Based Comparative Advantage — A Design Information View of Manufacturing. Evolutionary and Institutional Economics Review, 4, Evolutionary Economics Society of Japan, pp. 55–112. https://doi.org/10.14441/EIER.4.55

3 3. Cannata, A., Gerosa, M., & Taisch, M. (2008). SOCRADES: A framework for developing intelligent systems in manufacturing. IEEE International Conference on Industrial Engineering and Engineering Management, pp. 1904–1908. https://doi.org/10.1109/IEEM.2008.4738203

4 4. Aririguzo, J. (2009). Fractal architecture for 'leagile' networked enterprises. Unpublished manuscript.

5 5. Wang, J., & Cao, X. (2021). Evolution Mechanism of Advanced Equipment Manufacturing Innovation Network Structure from the Perspective of Complex System. Complexity, Hindawi, 2021, Article ID 6610767, 12 pages. https://doi.org/10.1155/2021/6610767

6 6. Sharma, P., Bhargava, M., & Arvind, M. (2014). Designing, Implementation, Evolution and Execution of an Intelligent Manufacturing System. International Journal of Mechanical Engineering (IJMECH), 3, pp. 159–167. https://doi.org/10.14810/IJMECH.2014.3314

7 7. Alm, R., Aehnelt, M., & Urban, B. (2015). Processing manufacturing knowledge with ontology-based annotations and cognitive architectures. Proceedings of the 15th International Conference on Knowledge Technologies and Data-driven Business, ACM. https://doi.org/10.1145/2809563.2809576

8 8. Nascimento, R., Fonseca, C., & De Medeiros Neto, F. (2017). Using Expert Systems for Investigating The Impact of Architectural Anomalies on Software Reuse. IEEE Latin America Transactions, 15, IEEE, pp. 374–379. https://doi.org/10.1109/tla.2017.7854635

9 9. Ismail, A., & Afifi, M. (2019). Smart Eco Home: Towards Sustainable Community Within Relevant Strategic Integrated Intelligence of Architecture. Engineering Research Journal, Faculty of Engineering, Helwan University. https://doi.org/10.21608/erj.2019.122501

10 10. Rivera, L., Jiménez, M., Tamura, G., Villegas, N., & Müller, H. (2021). Designing Run-time Evolution for Dependable and Resilient Cyber-Physical Systems Using Digital Twins. Journal of Integrated Design and Process Science, 25, IOS Press, pp. 48–79. https://doi.org/10.3233/jid-210014

11 11. Akkiraju, A. (2025). The Evolution and Impact of Autonomous Systems: A Technical Analysis. International Journal of Scientific Research in Computer Science, Engineering and Information Technology. https://doi.org/10.32628/cseit251112287

12 12. Hoang, P. (2005). The Competition and Evolution of Business Architecture: The Case of Vietnam’s Motorcycle Industry. Unpublished report.

13 13. Martincus, C., & Wu, J. (2005). Economic Integration in a Multicone World. Unpublished paper.

14 14. Chen, F., Huang, P., & Sarin, S. (2007). Component-based Intelligent Control Architecture for Reconfigurable Manufacturing Systems. Unpublished conference paper.

Waiting

№	Name of reference
1	1. Andrade, L., & Fiadeiro, J. (2001). Coordination: the evolutionary dimension. Proceedings Technology of Object-Oriented Languages and Systems. TOOLS 38, IEEE, pp. 136–147. https://doi.org/10.1109/TOOLS.2001.911762
2	2. Fujimoto, T. (2007). Architecture-Based Comparative Advantage — A Design Information View of Manufacturing. Evolutionary and Institutional Economics Review, 4, Evolutionary Economics Society of Japan, pp. 55–112. https://doi.org/10.14441/EIER.4.55
3	3. Cannata, A., Gerosa, M., & Taisch, M. (2008). SOCRADES: A framework for developing intelligent systems in manufacturing. IEEE International Conference on Industrial Engineering and Engineering Management, pp. 1904–1908. https://doi.org/10.1109/IEEM.2008.4738203
4	4. Aririguzo, J. (2009). Fractal architecture for 'leagile' networked enterprises. Unpublished manuscript.
5	5. Wang, J., & Cao, X. (2021). Evolution Mechanism of Advanced Equipment Manufacturing Innovation Network Structure from the Perspective of Complex System. Complexity, Hindawi, 2021, Article ID 6610767, 12 pages. https://doi.org/10.1155/2021/6610767
6	6. Sharma, P., Bhargava, M., & Arvind, M. (2014). Designing, Implementation, Evolution and Execution of an Intelligent Manufacturing System. International Journal of Mechanical Engineering (IJMECH), 3, pp. 159–167. https://doi.org/10.14810/IJMECH.2014.3314
7	7. Alm, R., Aehnelt, M., & Urban, B. (2015). Processing manufacturing knowledge with ontology-based annotations and cognitive architectures. Proceedings of the 15th International Conference on Knowledge Technologies and Data-driven Business, ACM. https://doi.org/10.1145/2809563.2809576
8	8. Nascimento, R., Fonseca, C., & De Medeiros Neto, F. (2017). Using Expert Systems for Investigating The Impact of Architectural Anomalies on Software Reuse. IEEE Latin America Transactions, 15, IEEE, pp. 374–379. https://doi.org/10.1109/tla.2017.7854635
9	9. Ismail, A., & Afifi, M. (2019). Smart Eco Home: Towards Sustainable Community Within Relevant Strategic Integrated Intelligence of Architecture. Engineering Research Journal, Faculty of Engineering, Helwan University. https://doi.org/10.21608/erj.2019.122501
10	10. Rivera, L., Jiménez, M., Tamura, G., Villegas, N., & Müller, H. (2021). Designing Run-time Evolution for Dependable and Resilient Cyber-Physical Systems Using Digital Twins. Journal of Integrated Design and Process Science, 25, IOS Press, pp. 48–79. https://doi.org/10.3233/jid-210014
11	11. Akkiraju, A. (2025). The Evolution and Impact of Autonomous Systems: A Technical Analysis. International Journal of Scientific Research in Computer Science, Engineering and Information Technology. https://doi.org/10.32628/cseit251112287
12	12. Hoang, P. (2005). The Competition and Evolution of Business Architecture: The Case of Vietnam’s Motorcycle Industry. Unpublished report.
13	13. Martincus, C., & Wu, J. (2005). Economic Integration in a Multicone World. Unpublished paper.
14	14. Chen, F., Huang, P., & Sarin, S. (2007). Component-based Intelligent Control Architecture for Reconfigurable Manufacturing Systems. Unpublished conference paper.