AQLLI ISHLAB CHIQARISH TIZIMLARINING ASOSIY KOMPONENTLARI VA ARXITEKTURASI
Authors/Creators
- 1. Iqtisodiyot va pedagogika universiteti stajyor-oʻqituvchi
Description
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.
Abstract (Russian)
Статья посвящена изучению развития интеллектуальных
производственных систем, их архитектурных основ и способов их интеграции с
современными технологиями. Основное внимание уделяется цифровым
близнецам, когнитивным системам, модульным архитектурам,
интеллектуальным алгоритмам принятия решений и эволюционным подходам в
промышленности. В статье анализируются способы повышения гибкости и
устойчивости производственных систем на примерах многокомпонентных
систем, гибких сетей и устойчивых киберфизических систем. Автордемонстрируют механизмы организации, моделирования и внедрения интеллектуального производства с использованием различных архитектурных
подходов, а также предоставляют предложения, основанные на современных
технологиях, для динамичного и устойчивого управления производственным процессом.
Abstract (English)
This article is devoted to the study of the development of smart
manufacturing systems, their architectural foundations and ways to integrate them with
modern technologies. The main focus is on digital twins, cognitive systems, modular
architectures, intelligent decision-making algorithms and evolutionary approaches in
industry. The article analyzes ways to increase the flexibility and resilience of
manufacturing systems using the example of multi-component systems, agile
networks, and sustainable cyber-physical systems. The author show the mechanisms
for organizing smart manufacturing through various architectural approaches,
modeling them and implementing them in practice, and make proposals based on
modern technologies for the dynamic and sustainable operation of the production
process.
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114. Donayeva F.B. - AQLLI ISHLAB CHIQARISH TIZIMLARINING ASOSIY KOMPONENTLARI VA ARXITEKTURASI.pdf
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Additional details
Additional titles
- Alternative title (Russian)
- ОСНОВНЫЕ КОМПОНЕНТЫ И АРХИТЕКТУРА ИНТЕЛЛЕКТУАЛЬНЫХ ПРОИЗВОДСТВЕННЫХ СИСТЕМ
- Alternative title (English)
- THE MAIN COMPONENTS AND ARCHITECTURE OF INTELLIGENT MANUFACTURING SYSTEMS
Software
- Repository URL
- https://infocom.uz/magazine/15
- Development Status
- Active
References
- 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. 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. 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. Aririguzo, J. (2009). Fractal architecture for 'leagile' networked enterprises. Unpublished manuscript.
- 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. Sharma, P., Bhargava, M., & Arvind, M. (2014). Designing, Implementation, Evolution and Execution of an Intelligent Manufacturing System. International Journal of Mechanical Engineering (IJMECH), https://doi.org/10.14810/IJMECH.2014.3314 3, pp. 159–167. 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. 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, https://doi.org/10.1109/tla.2017.7854635 IEEE, pp. 374–379. 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. 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. 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. Hoang, P. (2005). The Competition and Evolution of Business Architecture: The Case of Vietnam's Motorcycle Industry. Unpublished report. 13. Martincus, C., & Wu, J. (2005). Economic Integration in a Multicone World. Unpublished paper. 14. Chen, F., Huang, P., & Sarin, S. (2007). Component-based Intelligent Control Architecture for Reconfigurable Manufacturing Systems. Unpublished conference paper.