Comparative Analysis of Neural Network Architectures for Intelligent Microclimate Control in Production

Публікація:
Comparative Analysis of Neural Network Architectures for Intelligent Microclimate Control in Production

dc.contributor.author	Yevsieiev, V.
dc.contributor.author	Holod, I.
dc.date.accessioned	2025-10-03T20:34:27Z
dc.date.available	2025-10-03T20:34:27Z
dc.date.issued	2025
dc.description.abstract	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.
dc.identifier.citation	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.
dc.identifier.uri	https://openarchive.nure.ua/handle/document/32842
dc.language.iso	en_US
dc.subject	microclimate
dc.subject	neural networks
dc.subject	forecasting
dc.title	Comparative Analysis of Neural Network Architectures for Intelligent Microclimate Control in Production
dc.type	Thesis
dspace.entity.type	Publication