Smart greenhouses offer a solution to sustainable food production under climate uncertainty, yet their management often depends on fixed rules or human intuition. This study proposes an intelligent decision-making framework that integrates optimization, simulation, and a neural set into a self-learning system. By generating “conditionally real data” through simulation and evolutionary algorithms, the system can predict microclimatic changes and optimize control of water, energy, and nutrients. Continuous digital feedback enables adaptive, data-efficient operation even with limited real data. Experimental results demonstrate reduced resource use and improved yield stability, advancing the development of autonomous and resilient greenhouse ecosystems.
| Mualliflar | Muso Berdiyor ugli Allanov |
|---|---|
| Jurnal | Кимёвий технология. Назорат ва бошқарув |
| Nashriyot | Тошкент давлат техника университети, «Ўзқурилишматериаллар» ДАК, «Ўзкимёсаноат» ДАК, «Совпластитал» ҚҚ, Ўзбекистон Интеллектуал мулк агентлиги |
| ISSN | 2181-1105, 1815-4840 |
| Nashr sanasi | 2025-11-01 |
| Jild | 2025 |
| Son | 5 |
| Betlar | 45-54 |
| Til | Ingliz |
| DOI | 10.59048/2181-1105.1715 |
| Indeksga qo‘shilgan | 2026-09-02 |
DOI: 10.59048/2181-1105.1715 · Maqolaning asl sahifasi
| APA | Muso Berdiyor ugli Allanov (2025). INTELLIGENT DECISION-MAKING SYSTEMS IN SMART GREENHOUSES. Кимёвий технология. Назорат ва бошқарув, 2025(5), 45-54. https://doi.org/10.59048/2181-1105.1715 |
|---|---|
| GOST (OAK) | Muso Berdiyor ugli Allanov INTELLIGENT DECISION-MAKING SYSTEMS IN SMART GREENHOUSES // Кимёвий технология. Назорат ва бошқарув. – 2025. – T. 2025, № 5. – P. 45-54. – DOI: 10.59048/2181-1105.1715. |
| MLA | Muso Berdiyor ugli Allanov. “INTELLIGENT DECISION-MAKING SYSTEMS IN SMART GREENHOUSES.” Кимёвий технология. Назорат ва бошқарув, 2025(5), 45-54, 2025. https://doi.org/10.59048/2181-1105.1715 |
| Chicago | Muso Berdiyor ugli Allanov. “INTELLIGENT DECISION-MAKING SYSTEMS IN SMART GREENHOUSES.” Кимёвий технология. Назорат ва бошқарув, 2025(5), 45-54 (2025). https://doi.org/10.59048/2181-1105.1715 |
| Harvard | Muso Berdiyor ugli Allanov (2025) ‘INTELLIGENT DECISION-MAKING SYSTEMS IN SMART GREENHOUSES’, Кимёвий технология. Назорат ва бошқарув, 2025(5), 45-54. https://doi.org/10.59048/2181-1105.1715 |
| BibTeX | @article{musoberdiyorugliallanov2025,
title = {INTELLIGENT DECISION-MAKING SYSTEMS IN SMART GREENHOUSES},
author = {Muso Berdiyor ugli Allanov},
journal = {Кимёвий технология. Назорат ва бошқарув},
year = {2025},
volume = {2025},
number = {5},
pages = {45-54},
doi = {10.59048/2181-1105.1715},
url = {https://doi.org/10.59048/2181-1105.1715}
} |
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