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"Джон Атанасов"

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Джон Атанасов
JOURNAL "INFORMATION TECHNOLOGIES AND CONTROL"
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23/11/2024 PAPERS - ISSUES - ARTICLE

Year 2017 - Issue 1 - Article No 1

APPLICATION OF NEURAL NETWORKS TO THE OPTIMIZATION OF THE THERMAL TREATMENT PROCESS OF WOOD MATERIALS
M. Hadjiski, N. Deliiski, A. Grancharova
Key Words Wood thermal treatment process; optimization; neural networks.
Abstract In this paper, a software system for 2-dimensional and 3-dimensional modeling of frozen and not frozen logs and prismatic wood materials is used as a basis for optimization of the thermal treatment process of such materials. Then, the dependence of the optimal heating time on various parameters is approximated by means of neural networks. This would allow a fast real-time computation of the optimal heating time instead of performing extensive numerical simulations of the model comprised of partial differential equations.
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