O‘t o‘chirish mashinalari uchun IoT sensorlarga asoslangan AI-bashoratli buyruqlar tizimi va uning ishlash algoritmlari

Авторы

  • Muyassar Ismoilova Farg‘ona davlat texnika universiteti
  • Ixtiyorjon Axmadjonov Farg‘ona davlat texnika universiteti

Kalit so'zlar:

IoT, o‘t o‘chirish mashinalari, AI buyruqlari, bashoratli boshqaruv, sensor tarmog‘i, ishlash algoritmlari

Annotatsiya

Mazkur maqolada o‘t o‘chirish transport vositalarida IoT va sun’iy intellekt (AI) texnologiyalaridan foydalangan holda xavfsizlik va tezkorlikni oshirish masalalari ilmiy yondashuvda tahlil qilinadi. AI-bashoratli buyruqlar tizimi gulxan tarqalish dinamikasini oldindan baholash, sensorlar orqali real vaqt ma’lumotlarini yig‘ish va avtomatlashtirilgan boshqaruv algoritmlarining qo‘llanilishi orqali o‘t o‘chirish samaradorligini keskin oshirishi ko‘rsatib beriladi. IoT modullari, gaz-dumon sensorlari, termal vizualizatsiya va mashinaviy o‘rganish algoritmlari asosida qaror qabul qilish modellarining ishlab chiqilishi maqolaning asosiy ilmiy natijasini tashkil etadi.

Библиографические ссылки

1. Ambafi, J. G., Onuche, O. P., Onuche, P. U., Babatunde, E. T., Abdullahi, A. O., Osazuwa, P., Ogunnaike, O., & Okonkwo, U. U. (2025). Development of a Novel IoT-Based Smart Firefighting Robot for Real-Time Fire Detection and Suppression. Current Journal of Applied Science and Technology, 44(5), 88–97.

2. Bhattarai, M., Jensen-Curtis, A. R., & MartíNez-Ramón, M. (2020). An embedded deep learning system for augmented reality in firefighting applications. arXiv preprint.

3. Bushnaq, O. M., Chaaban, A., & Al-Naffouri, T. Y. (2020). The Role of UAV-IoT Networks in Future Wildfire Detection. arXiv preprint.

4. Chai, X., et al. (2025). A multi-sensor fusion approach for IoT-based firefighting (IoT-FAR). ScienceDirect article.

5. Issaka, D., Sam-Okyere, Y. A., & Osei-Kwame, E. (2025). Internet of Things (IoT) Based Fire Detection and Suppression System. Applied Engineering, Innovation and Technology, 2(2), 43–60.

6. Jindal, K., Wang, A., Thakur, D., Zhou, A., Spurny, V., Walter, V., Broughton, G., & Loianno, G. (2021). Design and Deployment of an Autonomous Unmanned Ground Vehicle for Urban Firefighting Scenarios. arXiv preprint.

7. Kaplan, B., & Li, B. (2024). PyroGuardian: An IoT-Enabled System for Health and Location Monitoring in High-Risk Firefighting Environments. arXiv preprint.

8. Acar, O., & Honkavaara, E. (2024). A Review of Vehicles for Fire Suppression. Preprint.

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Опубликован

2025-11-30

Как цитировать

Ismoilova, M., & Axmadjonov, I. (2025). O‘t o‘chirish mashinalari uchun IoT sensorlarga asoslangan AI-bashoratli buyruqlar tizimi va uning ishlash algoritmlari. Research and Implementation, 3(12), 40–45. извлечено от https://rai-journal.uz/index.php/rai/article/view/1827

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