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Application of temperature and process duration as a method for predicting the mechanical properties of thermally modified timber [Elektronski vir]Chu, Demiao ...This study aims to investigate the influence of thermal modification (TM) on the physical and mechanical properties of wood. For this purpose, the experimental part focused on selected influential ... parameters, namely temperature, residence time, and density, while the four-point bending strength is obtained as the output parameter. The obtained experimental data are stochastically modeled and compared with the model created by genetic programming (GP). The classical mathematical analysis obtained treatment parameters in relation to the maximum bending strength (T = 187 °C, t = 125 min = 0.780 g/cm3) and compared with the results obtained by genetic algorithm (GA) (T = 208 °C, t = 122 min, and = 0.728 g/cm3). It is possible to obtain models that describe experimental results well with stochastic modeling and evolutionary algorithms.Source: Forests [Elektronski vir]. - ISSN 1999-4907 (Vol. 13, iss. 2, 2022, 1-13 str.)Type of material - e-articlePublish date - 2022Language - englishCOBISS.SI-ID - 95697411
Author
Chu, Demiao |
Hasanagić, Redžo |
Hodžič, Atif |
Kržišnik, Davor |
Hodžić, Damir |
Bahmani, Mohsen |
Petrič, Marko, 1962- |
Humar, Miha
Topics
thermal modification |
mathematical modeling |
genetic programming |
optimization |
genetic algorithm |
termična modifikacija |
matematično modeliranje |
genetsko programiranje |
optimizacija |
genetski algoritem M
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Author | Chu, Demiao ... |
Title | Application of temperature and process duration as a method for predicting the mechanical properties of thermally modified timber [Elektronski vir] |
Publication date | 2022-01-31 |
COBISS.SI-ID | 95697411 |
Publication version in repository | Publisher's version |
Publication licence | Creative Commons Attribution 4.0 International |
Embargo | Unidentified |
Project(s) from which the publication was funded
Title | Acronym | Project ID | Funder |
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Les in lignocelulozni kompoziti | P4-0015-2020 |
Javna agencija za znanstvenoraziskovalno in inovacijsko dejavnost Republike Slovenije |
|
Natural Science Foundation of Anhui Province | No. 2008085QC130 | ||
Bilateral project between the Republic of Slovenia and Bosnia and Herzegovina | 0 |
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Chu, Demiao | ![]() |
Hasanagić, Redžo | ![]() |
Hodžič, Atif | ![]() |
Kržišnik, Davor | 37425 |
Hodžić, Damir | ![]() |
Bahmani, Mohsen | ![]() |
Petrič, Marko, 1962- | 00395 |
Humar, Miha | 19106 |
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