Namangan Institute of Engineering and Technology
nammti.uz
10.25.2023
Pg.290
2. O
ʻ
zbekiston Respublikasi Prezidentining 2022-yil 28-yanvardagi “2022- 2026-yillarga
mo
ʻ
ljallangan yangi O
ʻ
zbekistonning taraqqiyot strategiyasi to
ʻ
g
ʻ
risida” PF-60-
sonli Farmoni.
3. O‘zbekiston Respublikasi Prezidentining 31.07.2019 yildagi PQ-4411-sonli “Pillachilik
tarmog‘ida chuqur qayta ishlashni rivojlantirish bo‘yicha qo‘shimcha chora-tadbirlar to‘g‘risida”gi
qarori.
4. O‘zbekiston Respublikasi Prezidentining 04.12.2018 yildagi PQ-4047-sonli “Respublikada
pillachilik tarmog‘ini jadal rivojlantirishni qo‘llab-quvvatlashga doir qo‘shimcha chora-tadbirlar
to‘g‘risida”gi qarori.
5. O‘zbekiston Respublikasi Prezidentining 24.02.2023-yildagi PQ-73-sonli “Ipakchilik
tarmog
ʻ
ini yanada rivojlantirish bo
ʻ
yicha chora-tadbirlari to
ʻ
g
ʻ
risida”gi qarori.
6. Axmedov N., Bekkamov Ch. Tut ipak qurti mahsuldorlik belgilarini namoyon bo‘lishida ozuqa
miqdorining ahamiyati. //O‘zbekiston agrar fani xabarnomasi. Toshkent, 2002. - №3 (9). -B.116-117.
7. Axmedxodjayev X.T., Xodjiyev М.T., Abduvoxidov M. Mashinalarni loyihalash asoslari.
Darslik. – T.: Fan, 2020. – 236 b.
ARTIFICIAL INTELLIGENCE FOR CONTROLLING AND STABILIZING POWER GRID FREQUENCY
R.A.Sultonov, M.I.Mamadaliyev
Farg’na politexnika instituti
Abstract. An essential function of power systems operation is balancing the supply and
demand of electricity. In order to maximize system management and balancing, we must have a
firm grasp of how developing power imbalances appear in the grid frequency's variations from its
reference. But still, it might be difficult to comprehend grid frequency differences due to diversity.
The interplaying elements influence the frequency, which range from volatile renewable energy to
the predictable effects of trading electricity. Here, explainable machine learning is used to separate
various impacts the stability of frequency. Gradient boosted tree training we are able to accurately
forecast frequency control and stability. Stimulation by techno-economic characteristics. Analyzing
the model we uncover and contrast using Shapely Additive Explanations (SHAP). Factors influencing
frequency stability and hazards in the main European power networks.
