Multi-measurement system for water resource control: technical structure, mathematical framework, and algorithmic implementation

Ozodov, Ezozbek, Talipova, Guzal

Agro ILM · 2026-yil

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.

Maqola ma’lumotlari
MualliflarOzodov, Ezozbek, Talipova, Guzal
JurnalAgro ILM
NashriyotO‘zbekiston qishloq xo‘jaligi jurnali ilmiy ilovasi
ISSN2091-5616
Nashr sanasi2026-08-21
Jild127
Son6
Betlar135-136
TilIngliz
Ilmiy sohaTexnika
DOI10.67048/qxju2026ai127iss6m903
Indeksga qo‘shilgan2026-10-06

DOI: 10.67048/qxju2026ai127iss6m903 · Maqolaning asl sahifasi

Kalit so‘zlar

stochastic control, closed waterbody systems, relaxation processes, intelligent automation, multi-measurement system, Lake Aydarkul, стохастическое управление, замкнутые водоёмные системы, релаксационные процессы, интеллектуальная автоматизация, LSTM, озеро Айдаркуль, stoxostik boshqaruv, yopiq suv tizimi, relaksatsion jarayonlar, intellektual avtomatlashtirish, LSTM, Aydarko’l tizimi

Ilmiy soha

Texnika

Iqtibos keltirish

APAOzodov, Ezozbek, & Talipova, Guzal (2026). MULTI-MEASUREMENT SYSTEM FOR WATER RESOURCE CONTROL: TECHNICAL STRUCTURE, MATHEMATICAL FRAMEWORK, AND ALGORITHMIC IMPLEMENTATION. Agro ILM, 127(6), 135-136. https://doi.org/10.67048/qxju2026ai127iss6m903
GOST (OAK)Ozodov, Ezozbek, Talipova, Guzal MULTI-MEASUREMENT SYSTEM FOR WATER RESOURCE CONTROL: TECHNICAL STRUCTURE, MATHEMATICAL FRAMEWORK, AND ALGORITHMIC IMPLEMENTATION // Agro ILM. – 2026. – T. 127, № 6. – P. 135-136. – DOI: 10.67048/qxju2026ai127iss6m903.
MLAOzodov, Ezozbek, and Talipova, Guzal. “MULTI-MEASUREMENT SYSTEM FOR WATER RESOURCE CONTROL: TECHNICAL STRUCTURE, MATHEMATICAL FRAMEWORK, AND ALGORITHMIC IMPLEMENTATION.” Agro ILM, 127(6), 135-136, 2026. https://doi.org/10.67048/qxju2026ai127iss6m903
ChicagoOzodov, Ezozbek, and Talipova, Guzal. “MULTI-MEASUREMENT SYSTEM FOR WATER RESOURCE CONTROL: TECHNICAL STRUCTURE, MATHEMATICAL FRAMEWORK, AND ALGORITHMIC IMPLEMENTATION.” Agro ILM, 127(6), 135-136 (2026). https://doi.org/10.67048/qxju2026ai127iss6m903
HarvardOzodov, Ezozbek, and Talipova, Guzal (2026) ‘MULTI-MEASUREMENT SYSTEM FOR WATER RESOURCE CONTROL: TECHNICAL STRUCTURE, MATHEMATICAL FRAMEWORK, AND ALGORITHMIC IMPLEMENTATION’, Agro ILM, 127(6), 135-136. https://doi.org/10.67048/qxju2026ai127iss6m903
BibTeX
@article{ozodovezozbek2026,
  title = {MULTI-MEASUREMENT SYSTEM FOR WATER RESOURCE CONTROL: TECHNICAL STRUCTURE, MATHEMATICAL FRAMEWORK, AND ALGORITHMIC IMPLEMENTATION},
  author = {Ozodov, Ezozbek and Talipova, Guzal},
  journal = {Agro ILM},
  year = {2026},
  volume = {127},
  number = {6},
  pages = {135-136},
  doi = {10.67048/qxju2026ai127iss6m903},
  url = {https://doi.org/10.67048/qxju2026ai127iss6m903}
}

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