20.500.12556/RUL-136985 Application of temperature and process duration as a method for predicting the mechanical properties of thermally modified timber 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 ρ = 0.780 g/cm$^3$) and compared with the results obtained by genetic algorithm (GA) (T = 208 °C, t = 122 min, and ρ = 0.728 g/cm$^3$). It is possible to obtain models that describe experimental results well with stochastic modeling and evolutionary algorithms. thermal modification mathematical modeling genetic programming optimization genetic algorithm termična modifikacija matematično modeliranje genetsko programiranje optimizacija genetski algoritem true false true Angleški jezik Slovenski jezik Članek v reviji 2022-05-27 11:00:31 2022-05-27 11:00:34 2022-09-15 04:14:33 0000-00-00 00:00:00 2022 0 0 13 str. iss. 2, art. 217 Vol. 13 2022 0000-00-00 Zaloznikova Objavljeno NiDoloceno 0000-00-00 2022-01-26 0000-00-00 630*8 1999-4907 10.3390/f13020217 95697411 RAZ_Chu_Demiao_2022.pdf RAZ_Chu_Demiao_2022.pdf 1 12867C54552F2C4F2193DE74580A5354 853fed74409be739818a8c4476fbc8c10454e10b48c9a39364646490449093b0 83d1788d-dd9b-11ec-8aca-00155dcfd717 https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=156819 https://www.mdpi.com/1999-4907/13/2/217 1 558dd575-dd9b-11ec-8aca-00155dcfd717 https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=156818 Biotehniška fakulteta 0 0 0