Algorithms for making control systems based on neural network technology to automate dynamic plants

Jasur Sevinov, Abdishukurov Maqsudovich Shavkat

Кимёвий технология. Назорат ва бошқарув · 2025-yil

Annotatsiya

This paper examines the stages of multilayer neural network technology for the control and identification of dynamic systems. It is seen many ways to use multilayer neural networks in control systems. Neural controllers are based on several models and algorithms. Examples of such algorithms include the predictive model-based control algorithm, the Narma-L2 control algorithm, and the benchmark model-based control algorithm. These controllers illustrate various general ways to use multilayer neural networks in control systems. Common, standard linear control architectures have been proposed for many neural controllers.

Maqola ma’lumotlari
MualliflarJasur Sevinov, Abdishukurov Maqsudovich Shavkat
JurnalКимёвий технология. Назорат ва бошқарув
NashriyotТошкент давлат техника университети, «Ўзқурилишматериаллар» ДАК, «Ўзкимёсаноат» ДАК, «Совпластитал» ҚҚ, Ўзбекистон Интеллектуал мулк агентлиги
ISSN2181-1105, 1815-4840
Nashr sanasi2025-06-30
Jild2025
Son3
Betlar65-70
TilIngliz
Ilmiy sohaTexnika
DOI10.59048/2181-1105.1687
Indeksga qo‘shilgan2026-09-02

Ilmiy soha

Iqtibos keltirish

APAJasur Sevinov, & Abdishukurov Maqsudovich Shavkat (2025). ALGORITHMS FOR MAKING CONTROL SYSTEMS BASED ON NEURAL NETWORK TECHNOLOGY TO AUTOMATE DYNAMIC PLANTS. Кимёвий технология. Назорат ва бошқарув, 2025(3), 65-70. https://doi.org/10.59048/2181-1105.1687
GOST (OAK)Jasur Sevinov, Abdishukurov Maqsudovich Shavkat ALGORITHMS FOR MAKING CONTROL SYSTEMS BASED ON NEURAL NETWORK TECHNOLOGY TO AUTOMATE DYNAMIC PLANTS // Кимёвий технология. Назорат ва бошқарув. – 2025. – T. 2025, № 3. – P. 65-70. – DOI: 10.59048/2181-1105.1687.
MLAJasur Sevinov, and Abdishukurov Maqsudovich Shavkat. “ALGORITHMS FOR MAKING CONTROL SYSTEMS BASED ON NEURAL NETWORK TECHNOLOGY TO AUTOMATE DYNAMIC PLANTS.” Кимёвий технология. Назорат ва бошқарув, 2025(3), 65-70, 2025. https://doi.org/10.59048/2181-1105.1687
ChicagoJasur Sevinov, and Abdishukurov Maqsudovich Shavkat. “ALGORITHMS FOR MAKING CONTROL SYSTEMS BASED ON NEURAL NETWORK TECHNOLOGY TO AUTOMATE DYNAMIC PLANTS.” Кимёвий технология. Назорат ва бошқарув, 2025(3), 65-70 (2025). https://doi.org/10.59048/2181-1105.1687
HarvardJasur Sevinov, and Abdishukurov Maqsudovich Shavkat (2025) ‘ALGORITHMS FOR MAKING CONTROL SYSTEMS BASED ON NEURAL NETWORK TECHNOLOGY TO AUTOMATE DYNAMIC PLANTS’, Кимёвий технология. Назорат ва бошқарув, 2025(3), 65-70. https://doi.org/10.59048/2181-1105.1687
BibTeX
@article{jasursevinov2025,
  title = {ALGORITHMS FOR MAKING CONTROL SYSTEMS BASED ON NEURAL NETWORK TECHNOLOGY TO AUTOMATE DYNAMIC PLANTS},
  author = {Jasur Sevinov and Abdishukurov Maqsudovich Shavkat},
  journal = {Кимёвий технология. Назорат ва бошқарув},
  year = {2025},
  volume = {2025},
  number = {3},
  pages = {65-70},
  doi = {10.59048/2181-1105.1687},
  url = {https://doi.org/10.59048/2181-1105.1687}
}

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