Agro ilm 127-jild 6-son (2026) · 135-136-betlar
MULTI-MEASUREMENT SYSTEM FOR WATER RESOURCE CONTROL: TECHNICAL STRUCTURE, MATHEMATICAL FRAMEWORK, AND ALGORITHMIC IMPLEMENTATION
Ozodov, Ezozbek, Talipova, Guzal
Annotatsiya
This paper presents a multi-measurement system for automated water resource management in closed waterbody systems operating under relaxation dynamics and stochastic uncertainty. The system integrates eight sensor channels into a unified monitoring framework with modules for data assimilation, Bayesian filtering, adaptive identification, ensemble forecasting, and stochastic predictive control. Mathematical models of relaxation-stochastic water balance and algorithms for numerical implementation are proposed. Results validated on Lake Aydarkul demonstrate NSE = 0.89-0.91, risk reduction of 50-64%, and 14.9% increase in water withdrawal.
stochastic control, closed waterbody systems, relaxation processes, intelligent automation, multi-measurement system, Lake Aydarkulстохастическое управление, замкнутые водоёмные системы, релаксационные процессы, интеллектуальная автоматизация, LSTM, озеро Айдаркульstoxostik boshqaruv, yopiq suv tizimi, relaksatsion jarayonlar, intellektual avtomatlashtirish, LSTM, Aydarko’l tizimi
Metadata manbasi: jurnal OAI-PMH arxivi · Sindex toʻliq matnni saqlamaydi, manbaga havola beradi.