AI yordamida quvvat tizimlarida energiya tejamkorligini oshirish strategiyalari: Yuk boshqaruvi, load-shedding va optimallashtirish

Authors

  • Diyorbek Usmonov Farg‘ona davlat texnika universiteti

Keywords:

Sun’iy intellekt, energiya tejamkorligi, yuk boshqaruvi, load-shedding, optimallashtirish

Abstract

Ushbu maqolada sun’iy intellekt (AI) texnologiyalarining zamonaviy quvvat tizimlarida energiya tejamkorligini oshirishdagi o‘rni yoritiladi. Xususan, energiya yuklarini boshqarish, favqulodda holatlarda load-shedding jarayonlarini avtomatlashtirish, energiya taqsimotini optimallashtirishga qaratilgan AI-modellarining afzalliklari ko‘rib chiqiladi. Real vaqt monitoringi, aqlli bashoratlash va optimal boshqaruv algoritmlari orqali elektr tarmoqlarining barqarorligi va samaradorligini oshirish imkoniyatlari tahlil qilinadi.

References

1. Gandoman, F. H., et al. “Power system stability and control using artificial intelligence.” Energy Reports, 2021.

2. Mohammadi, M., “AI-based load forecasting techniques for smart grids.” IEEE Access, 2020.

3. Kundur, P. Power System Stability and Control. McGraw-Hill, 2019.

4. Shamsi, P., "Optimization algorithms in modern power systems," Renewable Energy Journal, 2022.

5. IEEE Power & Energy Society. “Smart Grid Technologies and Applications,” 2023.

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Published

2025-12-11

How to Cite

Usmonov, D. (2025). AI yordamida quvvat tizimlarida energiya tejamkorligini oshirish strategiyalari: Yuk boshqaruvi, load-shedding va optimallashtirish. Research and Implementation, (Spec 3(1), 105–106. Retrieved from https://rai-journal.uz/index.php/rai/article/view/1985

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