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

Povzetek

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.

Ključne besede

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

Podatki

Jezik: Angleški jezik
Leto izida:
Tipologija: 1.01 - Izvirni znanstveni članek
Organizacija: UL BF - Biotehniška fakulteta
UDK: 630*8
COBISS: 95697411 Povezava se bo odprla v novem oknu
ISSN: 1999-4907
Št. ogledov: 75
Št. prenosov: 46
Ocena: 0 (0 glasov)
Metapodatki: JSON JSON-RDF JSON-LD TURTLE N-TRIPLES XML RDFA MICRODATA DC-XML DC-RDF RDF

Ostali podatki

Sekundarni jezik: Slovenski jezik
Sekundarne ključne besede: termična modifikacija;matematično modeliranje;genetsko programiranje;optimizacija;genetski algoritem M;
Vrsta dela (COBISS): Članek v reviji
Strani: 1-13 str.
Letnik: ǂVol. ǂ13
Zvezek: ǂiss. ǂ2
Čas izdaje: 2022
DOI: 10.3390/f13020217
ID: 15437265