s.y. (tony) zhang, - swstswst.org/meetings/am05/hou.pdf · s.y. (tony) zhang, group leader resource...

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Zhang S.Y. Zhang S.Y. Zhang S.Y. S1226 S1226 Hou Z.-Q., PDF and Lin J. Hu Research Scientist Hou Z. Hou Z. - - Q., PDF Q., PDF and and Lin J. Hu Lin J. Hu Research Scientist Research Scientist S.Y. (Tony) Zhang, Group Leader Resource S.Y. (Tony) Zhang, S.Y. (Tony) Zhang, Group Leader Group Leader Resource Resource

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Page 1: S.Y. (Tony) Zhang, - SWSTswst.org/meetings/AM05/hou.pdf · S.Y. (Tony) Zhang, Group Leader Resource S.Y. (Tony) Zhang, Group Leader Resource. S-1226 BackgroundBackground

Zhang S.Y.Zhang S.Y.Zhang S.Y.

S1226S1226

Hou Z.-Q., PDFand

Lin J. HuResearch Scientist

Hou Z.Hou Z.--Q., PDFQ., PDFandand

Lin J. HuLin J. HuResearch ScientistResearch Scientist

S.Y. (Tony) Zhang, Group Leader

Resource

S.Y. (Tony) Zhang, S.Y. (Tony) Zhang, Group LeaderGroup Leader

ResourceResource

Page 2: S.Y. (Tony) Zhang, - SWSTswst.org/meetings/AM05/hou.pdf · S.Y. (Tony) Zhang, Group Leader Resource S.Y. (Tony) Zhang, Group Leader Resource. S-1226 BackgroundBackground

S-1226

BackgroundBackgroundBackground

• Affect wood properties and end uses• Little work done• Affect wood properties and end uses• Little work done

Standing Tree DensityStanding Tree Density

• Lumber• Composite wood panels• Lumber• Composite wood panels

X-ray Scanning Technique to Determine DensityX-ray Scanning Technique to Determine Density

• Images of inside of logs• Images of inside of logsComputer Tomography (CT) X-Ray Scanning TechniqueComputer Tomography (CT) X-Ray Scanning Technique

Page 3: S.Y. (Tony) Zhang, - SWSTswst.org/meetings/AM05/hou.pdf · S.Y. (Tony) Zhang, Group Leader Resource S.Y. (Tony) Zhang, Group Leader Resource. S-1226 BackgroundBackground

ObjectiveObjectiveObjective

Examine the feasibility of determining standing tree

density using X-ray scanning technique

Examine the feasibility of determining standing tree

density using X-ray scanning technique

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Page 4: S.Y. (Tony) Zhang, - SWSTswst.org/meetings/AM05/hou.pdf · S.Y. (Tony) Zhang, Group Leader Resource S.Y. (Tony) Zhang, Group Leader Resource. S-1226 BackgroundBackground

MaterialsMaterialsMaterials

Fresh logs

from beech and

baslsam fir

Fresh logs

from beech and

baslsam fir

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Page 5: S.Y. (Tony) Zhang, - SWSTswst.org/meetings/AM05/hou.pdf · S.Y. (Tony) Zhang, Group Leader Resource S.Y. (Tony) Zhang, Group Leader Resource. S-1226 BackgroundBackground

Experimental ProcedureExperimental ProcedureExperimental Procedure

1) Cut butt logs from standing trees and sealed logs in plastic bags

2) CT X-ray scanning using Siemens’s SOMATOM Plus 4 Volume Zoom computer tomography (CT) system for multi-slice spiral scanning

3) Destructive determination of log density using 51 mm (2 in.) discs cut from the log specimens

1) Cut butt logs from standing trees and sealed logs in plastic bags

2) CT X-ray scanning using Siemens’s SOMATOM Plus 4 Volume Zoom computer tomography (CT) system for multi-slice spiral scanning

3) Destructive determination of log density using 51 mm (2 in.) discs cut from the log specimens

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Page 6: S.Y. (Tony) Zhang, - SWSTswst.org/meetings/AM05/hou.pdf · S.Y. (Tony) Zhang, Group Leader Resource S.Y. (Tony) Zhang, Group Leader Resource. S-1226 BackgroundBackground

Experimental ProcedureExperimental ProcedureExperimental Procedure

4) Determination of moistrue contents of the discs using oven dry method

5) Analysis of X-ray attenuations (CT numbers)mesured by CT scanner using Matlab program

6) Development of prediction equations for fresh log density from CT number by linear regulation analysis

4) Determination of moistrue contents of the discs using oven dry method

5) Analysis of X-ray attenuations (CT numbers)mesured by CT scanner using Matlab program

6) Development of prediction equations for fresh log density from CT number by linear regulation analysis

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Page 7: S.Y. (Tony) Zhang, - SWSTswst.org/meetings/AM05/hou.pdf · S.Y. (Tony) Zhang, Group Leader Resource S.Y. (Tony) Zhang, Group Leader Resource. S-1226 BackgroundBackground

Siemens's SOMATOM Plus 4 Volume Zoom CT X-RaySystem

Siemens's SOMATOM Plus 4 Volume Zoom CT X-RaySystem

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Page 8: S.Y. (Tony) Zhang, - SWSTswst.org/meetings/AM05/hou.pdf · S.Y. (Tony) Zhang, Group Leader Resource S.Y. (Tony) Zhang, Group Leader Resource. S-1226 BackgroundBackground

Parameters for CT X-Ray Scanning Log SpecimensParameters for CT XParameters for CT X--Ray Ray Scanning Log SpecimensScanning Log Specimens

• X-ray tube kilovoltage: 140 kVp• X-ray tube current: 178 mA• Volume element of the section that was

scanned (voxel) of 0.78 × 0.78 × 10.00 mm3

• Interval of reconstructed sliced images along the longitudinal direction of the log: 51 mm (two inches)

• X-ray tube kilovoltage: 140 kVp• X-ray tube current: 178 mA• Volume element of the section that was

scanned (voxel) of 0.78 × 0.78 × 10.00 mm3

• Interval of reconstructed sliced images along the longitudinal direction of the log: 51 mm (two inches)

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Page 9: S.Y. (Tony) Zhang, - SWSTswst.org/meetings/AM05/hou.pdf · S.Y. (Tony) Zhang, Group Leader Resource S.Y. (Tony) Zhang, Group Leader Resource. S-1226 BackgroundBackground

Image of Cross-Section of Log SpecimenImage of CrossImage of Cross--Section of Section of Log SpecimenLog Specimen

Beech Beech FirFir

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Page 10: S.Y. (Tony) Zhang, - SWSTswst.org/meetings/AM05/hou.pdf · S.Y. (Tony) Zhang, Group Leader Resource S.Y. (Tony) Zhang, Group Leader Resource. S-1226 BackgroundBackground

Relationship between fresh log density and X-ray attenuation

Relationship between fresh log Relationship between fresh log density and Xdensity and X--ray attenuation ray attenuation

Fresh beech log

y = 0.86x + 168.34R2 = 0.90

900.0

950.0

1000.0

1050.0

1100.0

900 950 1000 1050 1100

Average CT number of the corresponding cross-section image

Mea

sure

d de

nsity

of 5

.1 c

m

thic

k di

sc (k

g/m

^3)

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Page 11: S.Y. (Tony) Zhang, - SWSTswst.org/meetings/AM05/hou.pdf · S.Y. (Tony) Zhang, Group Leader Resource S.Y. (Tony) Zhang, Group Leader Resource. S-1226 BackgroundBackground

Fresh fir-log

y = 0.55x + 310.55R2 = 0.40

600.0

620.0

640.0

660.0

680.0

700.0

720.0

740.0

760.0

780.0

800.0

600 620 640 660 680 700 720 740 760 780 800

Average CT number of the coresponding cross-section image

Mea

sure

d de

nsity

of 5

.1cm

th

ick

disc

(kg/

m^3

)

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Relationship between fresh log density and X-ray attenuation

Relationship between fresh log Relationship between fresh log density and Xdensity and X--ray attenuation ray attenuation

Page 12: S.Y. (Tony) Zhang, - SWSTswst.org/meetings/AM05/hou.pdf · S.Y. (Tony) Zhang, Group Leader Resource S.Y. (Tony) Zhang, Group Leader Resource. S-1226 BackgroundBackground

Discrepancy of predicted density from measured density (%)Discrepancy of predicted density Discrepancy of predicted density from measured density (%)from measured density (%)

-12.28.02.5Fresh fir

-1.52.20.7Fresh beech

Minimum Maximum Absolute Mean

Log species

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Page 13: S.Y. (Tony) Zhang, - SWSTswst.org/meetings/AM05/hou.pdf · S.Y. (Tony) Zhang, Group Leader Resource S.Y. (Tony) Zhang, Group Leader Resource. S-1226 BackgroundBackground

Factors Affecting the AccuracyFactors Affecting the Factors Affecting the AccuracyAccuracy

Uniformity of Density DistributionUniformity of Density Distribution

Moisture Content (%)Moisture Content (%)

6.77.2107.5Fresh fir2.01.468.5Fresh beech

Coefficient Variation (%)

Standard Deviation

AverageLog species

16.94.3Fresh fir log

9.62.6Fresh beech log

RadialLongitudinal

Coefficient Variance (%)Log species

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Page 14: S.Y. (Tony) Zhang, - SWSTswst.org/meetings/AM05/hou.pdf · S.Y. (Tony) Zhang, Group Leader Resource S.Y. (Tony) Zhang, Group Leader Resource. S-1226 BackgroundBackground

Longitudinal Density Distribution Longitudinal Density Distribution Longitudinal Density Distribution

Fresh beech log

950

1000

1050

1100

1 6 11 16 21 26 31 36 41 46

Longitudinal position from big end

Mea

sure

d de

nsity

(kg/

m3 )

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Page 15: S.Y. (Tony) Zhang, - SWSTswst.org/meetings/AM05/hou.pdf · S.Y. (Tony) Zhang, Group Leader Resource S.Y. (Tony) Zhang, Group Leader Resource. S-1226 BackgroundBackground

Fresh fir log

600

650

700

750

800

850

1 6 11 16 21 26 31 36 41 46

Longitudinal position from big end

Mea

sure

d de

nsity

(kg/

m3 )

S-1226

Longitudinal Density Distribution Longitudinal Density Distribution Longitudinal Density Distribution

Page 16: S.Y. (Tony) Zhang, - SWSTswst.org/meetings/AM05/hou.pdf · S.Y. (Tony) Zhang, Group Leader Resource S.Y. (Tony) Zhang, Group Leader Resource. S-1226 BackgroundBackground

Prediction of Radial Density Distribution Along Profile-1 of a Cross-Section of

Fresh Beech Log Specimen

Prediction of Radial Density Distribution Prediction of Radial Density Distribution Along ProfileAlong Profile--1 of a Cross1 of a Cross--Section ofSection of

Fresh Beech Log SpecimenFresh Beech Log Specimen

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Page 17: S.Y. (Tony) Zhang, - SWSTswst.org/meetings/AM05/hou.pdf · S.Y. (Tony) Zhang, Group Leader Resource S.Y. (Tony) Zhang, Group Leader Resource. S-1226 BackgroundBackground

Across-Pith Radial Density Distribution Along Profile-1 of a Fresh-Beech

Log Cross-Section

AcrossAcross--Pith Radial Density Distribution Pith Radial Density Distribution Along ProfileAlong Profile--1 of a Fresh1 of a Fresh--BeechBeech

Log CrossLog Cross--SectionSection

800

850

900

950

1000

1050

1100

1150

1200

1250

1300

1 11 21 31 41 51 61 71 81 91 101 111 121 131 141 151 161 171 181 191 201

Across-pith radial position from the outest shell

Pred

icte

d de

nsity

(kg/

m̂3)

S-1226

Page 18: S.Y. (Tony) Zhang, - SWSTswst.org/meetings/AM05/hou.pdf · S.Y. (Tony) Zhang, Group Leader Resource S.Y. (Tony) Zhang, Group Leader Resource. S-1226 BackgroundBackground

Prediction of Radial Density Distribution Along Profile-1 of a Cross-Section of

Fresh Fir Log Specimen

Prediction of Radial Density Distribution Prediction of Radial Density Distribution Along ProfileAlong Profile--1 of a Cross1 of a Cross--Section ofSection of

Fresh Fir Log SpecimenFresh Fir Log Specimen

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Page 19: S.Y. (Tony) Zhang, - SWSTswst.org/meetings/AM05/hou.pdf · S.Y. (Tony) Zhang, Group Leader Resource S.Y. (Tony) Zhang, Group Leader Resource. S-1226 BackgroundBackground

Across-Pith Radial Density Distribution Along Profile-1 of a Fresh-Fir

Log Cross-Section

AcrossAcross--Pith Radial Density Distribution Pith Radial Density Distribution Along ProfileAlong Profile--1 of a Fresh1 of a Fresh--FirFir

Log CrossLog Cross--SectionSection

300

400

500

600

700

800

900

1000

1 11 21 31 41 51 61 71 81 91 101 111 121 131 141 151 161 171 181 191 201 211 221

Across-pith radial position from the outest shell

Pred

icte

d de

nsity

(kg/

m^3

)

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Page 20: S.Y. (Tony) Zhang, - SWSTswst.org/meetings/AM05/hou.pdf · S.Y. (Tony) Zhang, Group Leader Resource S.Y. (Tony) Zhang, Group Leader Resource. S-1226 BackgroundBackground

Conclusion & RecommendationConclusion & Conclusion & RecommendationRecommendation

1) X-ray scanning is a promising technique to non-destructively determine fresh log density

2) Portable X-ray device is needed for standing tree density determination

3) Further research is needed to improve the accuracy and effectiveness of its application to various species of standing trees

1) X-ray scanning is a promising technique to non-destructively determine fresh log density

2) Portable X-ray device is needed for standing tree density determination

3) Further research is needed to improve the accuracy and effectiveness of its application to various species of standing trees

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Page 21: S.Y. (Tony) Zhang, - SWSTswst.org/meetings/AM05/hou.pdf · S.Y. (Tony) Zhang, Group Leader Resource S.Y. (Tony) Zhang, Group Leader Resource. S-1226 BackgroundBackground

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