Yevsieiev, V.Holod, I.2025-10-032025-10-032025Yevsieiev 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.https://openarchive.nure.ua/handle/document/32842A 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.en-USmicroclimateneural networksforecastingThesis