Prediction of Mechanical Properties of Artificially Weathered Wood by Color Change and Machine Learning

Prediction of Mechanical Properties of Artificially Weathered Wood by Color Change and Machine Learning

Color parameters were used in this study to develop a machine learning model for predicting the mechanical properties of artificially weathered fir, alder, oak, and poplar wood. A CIELAB color measuring system was employed to study the color changes in wood samples. The color parameters were fed int...

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Bibliographic Details
Main Authors: Vahid Nasir, Hamidreza Fathi, Arezoo Fallah, Siavash Kazemirad, Farrokh Sassani, Petar Antov
Format: article
Language:EN
Published: MDPI AG 2021
Subjects:
wood characterization
mechanical properties
photodegradation
artificial weathering
color change
ultraviolet radiation
Technology
T
Electrical engineering. Electronics. Nuclear engineering
TK1-9971
Engineering (General). Civil engineering (General)
TA1-2040
Microscopy
QH201-278.5
Descriptive and experimental mechanics
QC120-168.85
Online Access:https://doaj.org/article/2313d42527f64906835bc31d1e788954
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https://doaj.org/article/2313d42527f64906835bc31d1e788954

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