ELEKTR ENERGIYASI STOXASTIK MODELLARINING OPTIMALLASHTIRISH USULLARI BILAN INTEGRATSIYASI

Аннотация

Stoxastik modellashtirish elektr energiyasini samarali boshqarish va prognozlashda muhim rol o‘ynaydi. Ushbu maqolada elektr energiyasi iste’molidagi noaniqlik va o‘zgaruvchanlikni hisobga oluvchi stoxastik modellar va ularning optimallashtirish usullari bilan integratsiyasi yoritiladi. Jumladan, raqamli egri chiziqli rejalashtirish, real-vaqtli stoxastik monitoring tizimlari va bu algoritmlarning energiya xavfsizligiga ta’siri muhokama qilinadi. Maqola so‘nggi ilmiy manbalar asosida ilmiy-amaliy yondashuvlarni qamrab oladi. Kalit so‘zlar: Stoxastik optimallashtirish, Elektr energiyasi, Real-vaqtli monitoring, Egri chiziqli modellar, Energiya xavfsizligi. Annotation. Stochastic modeling plays a critical role in the efficient management and forecasting of electric power systems. This article discusses the integration of stochastic models, which account for uncertainty and variability in electricity consumption, with optimization techniques. Specifically, it covers convex optimization, real-time stochastic monitoring systems, and the impact of these algorithms on energy security. The paper draws on the latest scientific sources and explores practical approaches. Keywords: Stochastic optimization, Electric power, Real-time monitoring, Convex models, Energy security.