Demiao Chu (Author), Redžo Hasanagić (Author), Atif Hodžić (Author), Davor Kržišnik (Author), Damir Hodžić (Author), Mohsen Bahmani (Author), Marko Petrič (Author), Miha Humar (Author)

Abstract

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.

Keywords

thermal modification;mathematical modeling;genetic programming;optimization;genetic algorithm;

Data

Language: English
Year of publishing:
Typology: 1.01 - Original Scientific Article
Organization: UL BF - Biotechnical Faculty
UDC: 630*8
COBISS: 95697411 Link will open in a new window
ISSN: 1999-4907
Views: 75
Downloads: 46
Average score: 0 (0 votes)
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Other data

Secondary language: Slovenian
Secondary keywords: termična modifikacija;matematično modeliranje;genetsko programiranje;optimizacija;genetski algoritem M;
Type (COBISS): Article
Pages: 1-13 str.
Volume: ǂVol. ǂ13
Issue: ǂiss. ǂ2
Chronology: 2022
DOI: 10.3390/f13020217
ID: 15437265