Intelligent method of dynamic control for a class of stochastic nonlinear systems

Isamiddin Siddikov, Davronbek Khalmatov, Gulchekhra Alimova, Dilnoza Khushnazarova

Кимёвий технология. Назорат ва бошқарув · 2025-yil

Annotatsiya

The paper considered the problems of researching the stabilisation system and backstepping control of stochastic nonlinear systems. The characteristics of stochastic nonlinear dynamic control systems are random signals with normal lawful distribution, which significantly complicates task control. In stochastic control, it is necessary to determine the trajectories of the control variables in order to achieve the desired control objective at minimum cost. Since the mathematical equations of stochastic nonlinear systems are not always constant, not every model-based controller can be accurate. Therefore, in this work, a neuro-fuzzy network is used to evaluate the parameters of the control system with backstepping, which allows us to overcome the difficulties associated with the inaccuracy of the mathematical model of the system. This paper proposes to use a combination of the hybrid application of fuzzy neural network and backstepping control method to control nonlinear plants for analytical support of the control system stability. A comparative analysis of the proposed method with a neural network control system using a radial basis function for solving the assigned task is implemented. The analysis of the results shows that the proposed method is highly effective and can be used for any class system under consideration.

Maqola ma’lumotlari
MualliflarIsamiddin Siddikov, Davronbek Khalmatov, Gulchekhra Alimova, Dilnoza Khushnazarova
JurnalКимёвий технология. Назорат ва бошқарув
NashriyotТошкент давлат техника университети, «Ўзқурилишматериаллар» ДАК, «Ўзкимёсаноат» ДАК, «Совпластитал» ҚҚ, Ўзбекистон Интеллектуал мулк агентлиги
ISSN2181-1105, 1815-4840
Nashr sanasi2025-11-01
Jild2025
Son5
Betlar72-77
TilIngliz
DOI10.59048/2181-1105.1684
Indeksga qo‘shilgan2026-09-02

DOI: 10.59048/2181-1105.1684 · Maqolaning asl sahifasi

Iqtibos keltirish

APAIsamiddin Siddikov, Davronbek Khalmatov, Gulchekhra Alimova, & Dilnoza Khushnazarova (2025). INTELLIGENT METHOD OF DYNAMIC CONTROL FOR A CLASS OF STOCHASTIC NONLINEAR SYSTEMS. Кимёвий технология. Назорат ва бошқарув, 2025(5), 72-77. https://doi.org/10.59048/2181-1105.1684
GOST (OAK)Isamiddin Siddikov va b. INTELLIGENT METHOD OF DYNAMIC CONTROL FOR A CLASS OF STOCHASTIC NONLINEAR SYSTEMS // Кимёвий технология. Назорат ва бошқарув. – 2025. – T. 2025, № 5. – P. 72-77. – DOI: 10.59048/2181-1105.1684.
MLAIsamiddin Siddikov, Davronbek Khalmatov, Gulchekhra Alimova, and Dilnoza Khushnazarova. “INTELLIGENT METHOD OF DYNAMIC CONTROL FOR A CLASS OF STOCHASTIC NONLINEAR SYSTEMS.” Кимёвий технология. Назорат ва бошқарув, 2025(5), 72-77, 2025. https://doi.org/10.59048/2181-1105.1684
ChicagoIsamiddin Siddikov, Davronbek Khalmatov, Gulchekhra Alimova, and Dilnoza Khushnazarova. “INTELLIGENT METHOD OF DYNAMIC CONTROL FOR A CLASS OF STOCHASTIC NONLINEAR SYSTEMS.” Кимёвий технология. Назорат ва бошқарув, 2025(5), 72-77 (2025). https://doi.org/10.59048/2181-1105.1684
HarvardIsamiddin Siddikov, Davronbek Khalmatov, Gulchekhra Alimova, and Dilnoza Khushnazarova (2025) ‘INTELLIGENT METHOD OF DYNAMIC CONTROL FOR A CLASS OF STOCHASTIC NONLINEAR SYSTEMS’, Кимёвий технология. Назорат ва бошқарув, 2025(5), 72-77. https://doi.org/10.59048/2181-1105.1684
BibTeX
@article{isamiddinsiddikov2025,
  title = {INTELLIGENT METHOD OF DYNAMIC CONTROL FOR A CLASS OF STOCHASTIC NONLINEAR SYSTEMS},
  author = {Isamiddin Siddikov and Davronbek Khalmatov and Gulchekhra Alimova and Dilnoza Khushnazarova},
  journal = {Кимёвий технология. Назорат ва бошқарув},
  year = {2025},
  volume = {2025},
  number = {5},
  pages = {72-77},
  doi = {10.59048/2181-1105.1684},
  url = {https://doi.org/10.59048/2181-1105.1684}
}

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