Перегляд за автором "Holod, I."

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  • Зображення мініатюри
    Публікація
    Comparative Analysis of Neural Network Architectures for Intelligent Microclimate Control in Production
    (2025) Yevsieiev, V.; Holod, I.
    A comparative analysis of neural network architectures (MLP, RNN, NNARX) for predicting microclimate parameters in industrial cyber-physical systems has been carried out. The advantages of NNARX in reproducing environmental dynamics are demonstrated, and its application for intelligent control is substantiated.
  • Зображення мініатюри
    Публікація
    Methods for parameters controlling and regulating the industrial premises microclimate
    (Technical science research in Uzbekistan, 2024) Holod, I.; Yevsieiev, V.; Maksymova, S.; Alkhalaileh Ahmad
    This article discusses the methods for controlling parameters and regulating the industrial premises microclimate. 13 different methods are described, from simple to complex integrated systems. For each method, an overview of its advantages and disadvantages is provided. The urgency of the problem and the need to find modern approaches to ensure optimal production conditions and a comfortable environment for employees are highlighted.