Публікація: Comparative Analysis of Neural Network Architectures for Intelligent Microclimate Control in Production
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Дата
2025
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Анотація
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.
Опис
Ключові слова
microclimate, neural networks, forecasting
Бібліографічний опис
Yevsieiev V. Comparative Analysis of Neural Network Architectures for Intelligent Microclimate Control in Production / V. Yevsieiev, I. Holod // Manufacturing & Mechatronic Systems 2025 : Thesises of Reports of IX-st International Conference, October 25-26, 2025. - Kharkiv, 2025. - P. 15-17.