A Novel Method of Measuring Moisture Content Distribution in Timber During Drying Using CT Scanning and Image Processing Techniques

被引:31
|
作者
Watanabe, Ken [1 ]
Lazarescu, Ciprian [2 ]
Shida, Satoshi [3 ]
Avramidis, Stavros [2 ]
机构
[1] Forestry & Forest Prod Res Inst, Tsukuba, Ibaraki 3058687, Japan
[2] Univ British Columbia, Dept Wood Sci, Vancouver, BC V5Z 1M9, Canada
[3] Univ Tokyo, Grad Sch Agr & Life Sci, Tokyo, Japan
基金
加拿大自然科学与工程研究理事会;
关键词
CT scanning; Image processing technique; Moisture content; Shrinkage; Timber drying; FIBER SATURATION POINT; NONDESTRUCTIVE MEASUREMENT; DIFFUSION-COEFFICIENT; COMPUTED-TOMOGRAPHY; PINUS-RADIATA; WOOD DENSITY; ACCURACY; LUMBER;
D O I
10.1080/07373937.2011.634977
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
A new method for the nondestructive measurement of moisture content (MC) distribution in timber during drying was developed using X-ray computed tomography (CT) scanning and image processing techniques. The deformed cross section in the CT images due to shrinkage was corrected with the image registration, and the shrinkage was measured by digital image correlation analysis. The pixel-wise MC distributions during drying were measured and visualized successfully. The total timber MC estimated from the MC values of each pixel were strongly correlated with those measured by calculation without geometrical transformation of CT images. The coefficient of determination (R-2) and the standard error of prediction (SEP) were 0.99 and 0.18%, respectively, within the MC range of 19.2-47.3%. In addition, the measured shrinkage distribution during drying was in accordance with the diamonding deformation observed. The results suggest that CT scanning combined with image processing techniques is an effective tool for nondestructive assessment of MC distribution during drying.
引用
收藏
页码:256 / 262
页数:7
相关论文
共 25 条
  • [1] Density and Moisture Profile Evolution during Timber Drying by CT Scanning Measurements
    Lazarescu, Ciprian
    Watanabe, Ken
    Avramidis, Stavros
    [J]. DRYING TECHNOLOGY, 2010, 28 (04) : 460 - 467
  • [2] Moisture flux determination in wood during drying above fibre saturation point using CT-scanning and digital image processing
    Wiberg, P
    Morén, TJ
    [J]. HOLZ ALS ROH-UND WERKSTOFF, 1999, 57 (02) : 137 - 144
  • [3] Moisture flux determination in wood during drying above fibre saturation point using CT-scanning and digital image processing
    P. Wiberg
    T. J. Morén
    [J]. Holz als Roh- und Werkstoff, 1999, 57 : 137 - 144
  • [4] An optical automatic measurement method for the moisture content of rough rice using image processing techniques
    Shei, Hung-Jung
    Lin, Chern-Sheng
    [J]. COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2012, 85 : 134 - 139
  • [5] A Novel Method for Measuring the Moisture Distribution of Grain in the Silo based on Microwave Image Technology
    Zhang, Chi
    Zhou, Xiaoguang
    Shi, Zhichao
    Wang, Ludi
    [J]. 2017 INTERNATIONAL CONFERENCE ON ADVANCED MECHATRONIC SYSTEMS (ICAMECHS), 2017, : 157 - 162
  • [6] Preliminary Exploration of On-line Measuring Layer Moisture Content with Electrical Resistance Method During Wood Drying
    Zhou, Qiaofang
    Cai, Yingchun
    Xu, Yan
    Zhang, Xiangling
    [J]. ADVANCES IN BUILDING MATERIALS, PTS 1-3, 2011, 261-263 : 480 - 484
  • [7] Analysis of moisture diffusivity of larch timber during convective drying condition by using Crank's method and Dincer's method
    Zhan J.-F.
    Gu J.-Y.
    Cai Y.-C.
    [J]. Journal of Forestry Research, 2007, 18 (3) : 199 - 202
  • [8] VTM - A NEW METHOD OF MEASURING OCULAR TORSION USING IMAGE-PROCESSING TECHNIQUES
    CURTHOYS, IS
    MOORE, ST
    MCCOY, SG
    HALMAGYI, GM
    MARKHAM, CH
    DIAMOND, SG
    WADE, SW
    SMITH, ST
    [J]. ANNALS OF THE NEW YORK ACADEMY OF SCIENCES, 1992, 656 : 826 - 828
  • [9] Online measurement of moisture content, moisture distribution, and state of water in corn kernels during microwave vacuum drying using novel smart NMR/MRI detection system
    Lv, Weiqiao
    Zhang, Min
    Wang, Yuchuan
    Adhikari, Benu
    [J]. DRYING TECHNOLOGY, 2018, 36 (13) : 1592 - 1602
  • [10] A Novel Road Crack Detection and Identification Method Using Digital Image Processing Techniques
    Huang, Weiling
    Zhang, Ning
    [J]. 2012 7TH INTERNATIONAL CONFERENCE ON COMPUTING AND CONVERGENCE TECHNOLOGY (ICCCT2012), 2012, : 397 - 400