Combined machine learning–wave propagation approach for monitoring timber mechanical properties under UV aging

Cutting tool temperature monitoring in circular sawing: measurement and multi-sensor feature fusion-based prediction

(2021) Vahid Nasir et al.   The International Journal of Advanced Manufacturing Technology

Intelligent wood machining monitoring using vibration signals combined with self-organizing maps for automatic feature selection

(2020) Vahid Nasir et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Feature extraction of wood-hole defects using empirical mode decomposition of ultrasonic signals

(2020) Mohsen Mousavi et al.   NDT & E INTERNATIONAL

Detection and classification of matrix cracking in laminated composites using guided wave propagation and artificial neural networks

(2020) A. Mardanshahi et al.   COMPOSITE STRUCTURES

Characterization, optimization, and acoustic emission monitoring of airborne dust emission during wood sawing

(2020) Vahid Nasir et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Automated health condition diagnosis of in-situ wood utility poles using an intelligent non-destructive evaluation (NDE) framework

(2020) Yang Yu et al.   International Journal of Structural Stability and Dynamics

Lamb wave propagation method for nondestructive characterization of the elastic properties of wood

(2020) Hamidreza Fathi et al.   APPLIED ACOUSTICS

A nondestructive guided wave propagation method for the characterization of moisture-dependent viscoelastic properties of wood materials

(2020) Hamidreza Fathi et al.   MATERIALS AND STRUCTURES

Plasticity properties of thermally modified timber in bending – The effect of chemical changes during modification of European oak and Norway spruce

(2019) M. Gaff et al.   COMPOSITES PART B-ENGINEERING

Acoustic monitoring of timber structures: Influence of wood species under bending loading

(2019) Marianne Perrin et al.   CONSTRUCTION AND BUILDING MATERIALS

Stress wave evaluation for predicting the properties of thermally modified wood using neuro-fuzzy and neural network modeling

(2019) Vahid Nasir et al.   HOLZFORSCHUNG

Application of stress wave propagation technique for condition assessment of timber poles

(2019) Sahan Mudiyanselage et al.   Structure and Infrastructure Engineering

Comparison on the Aging of Woods Exposed to Natural Sunlight and Artificial Xenon Light

(2019) Ru Liu et al.   Polymers

Classification and characterization of thermally modified timber using visible and near-infrared spectroscopy and artificial neural networks: a comparative study on the performance of different NDE methods and ANNs

(2019) Vahid Nasir et al.   WOOD SCIENCE AND TECHNOLOGY

Identification of matrix cracking in cross-ply laminated composites using Lamb wave propagation

(2019) A. Mardanshahi et al.   COMPOSITE STRUCTURES

Evaluation of inherent and dislocation induced material nonlinearity in metallic plates using Lamb waves

(2018) Faeez Masurkar et al.   APPLIED ACOUSTICS

Evolution of thermally modified wood properties exposed to natural and artificial weathering and its potential as an element for façades systems

(2018) René Herrera et al.   CONSTRUCTION AND BUILDING MATERIALS

Modulus of elasticity in three- and four-point bending of wood

(2018) Marián Babiak et al.   COMPOSITE STRUCTURES

Changes in moisture performance of wood after weathering

(2018) Mojca Žlahtič-Zupanc et al.   CONSTRUCTION AND BUILDING MATERIALS

Stress wave evaluation by accelerometer and acoustic emission sensor for thermally modified wood classification using three types of neural networks

(2018) Vahid Nasir et al.   European Journal of Wood and Wood Products

Comparison of various multivariate models to estimate structural properties by means of non-destructive techniques (NDTs) in Pinus sylvestris L. timber

(2018) Antonio Villasante et al.   HOLZFORSCHUNG

Prediction of physical and mechanical properties of thermally modified wood based on color change evaluated by means of “group method of data handling” (GMDH) neural network

(2018) Vahid Nasir et al.   HOLZFORSCHUNG

Prediction of modulus of elasticity of poplar wood using ultrasonic technique by applying empirical correction factors

(2018) Azin Ettelaei et al.   MEASUREMENT

Comparison of moisture-dependent orthotropic Young’s moduli of Chinese fir wood determined by ultrasonic wave method and static compression or tension tests

(2017) Jiali Jiang et al.   European Journal of Wood and Wood Products

Characterization and photodegradation mechanism of three Algerian wood species

(2017) Yasmina Ouadou et al.   JOURNAL OF WOOD SCIENCE

Lamb wave–based detection of a controlled disbond in a lap joint

(2017) Wern Hann Ong et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Comparison of modelling using regression techniques and an artificial neural network for obtaining the static modulus of elasticity of Pinus radiata D. Don. timber by ultrasound

(2016) Alberto García-Iruela et al.   COMPOSITES PART B-ENGINEERING

UV resistance and dimensional stability of wood modified with isopropenyl acetate

(2016) Giridhar B. Nagarajappa et al.   JOURNAL OF PHOTOCHEMISTRY AND PHOTOBIOLOGY B-BIOLOGY

Comparative study of photodegradation of six wood species after short-time UV exposure

(2015) Maria Cristina Timar et al.   WOOD SCIENCE AND TECHNOLOGY

Structural Changes in Wood under Artificial UV Light Irradiation Determined by FTIR Spectroscopy and Color Measurements – A Brief Review

(2014) Carmen Alice Teacă et al.   BioResources

Changes in surface and mechanical properties of heat treated wood during natural weathering

(2014) Eylem D. Tomak et al.   MEASUREMENT

Guided wave–based condition assessment of in situ timber utility poles using machine learning algorithms

(2014) Ulrike Dackermann et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Determination of dynamic elastic moduli and shear moduli of aged wood by means of ultrasonic devices

(2013) Katalin Kránitz et al.   MATERIALS AND STRUCTURES

In situ assessment of structural timber using stress-wave measurements

(2013) Ulrike Dackermann et al.   MATERIALS AND STRUCTURES

Enhancement of Lamb wave–based in situ structural health monitoring through guided local geometry changes

(2013) Wern H Ong et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Wood species identification using stress-wave analysis in the audible range

(2011) J.A.M. Rojas et al.   APPLIED ACOUSTICS

Effect of wood properties on within-tree variation in ultrasonic wave velocity in softwood

(2010) Masumi Hasegawa et al.   ULTRASONICS

Elastic constants measurement of anisotropic Olivier wood plates using air-coupled transducers generated Lamb wave and ultrasonic bulk wave

(2009) Souhail Dahmen et al.   ULTRASONICS

Surface checking of wood is increased by photodegradation caused by ultraviolet and visible light

(2008) P. D. Evans et al.   WOOD SCIENCE AND TECHNOLOGY