1 Challenge the future Fractal structure of nuclear graphite from nm to mm : a neutron’s view Z....

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1 Challenge the future Fractal structure of nuclear graphite from nm to mm : a neutron’s view Z. Zhou *1 , W.G. Bouwman 1 , H. Schut 1 , C. Pappas 1 S. Desert 2 , J. Jestin 2 S. Hartman 3 1: Delft University of Technology, The Netherlands 2: Laboratoire Léon Brillouin, France 3: Paul Scherrer Institute, Switzerland * [email protected]

Transcript of 1 Challenge the future Fractal structure of nuclear graphite from nm to mm : a neutron’s view Z....

Page 1: 1 Challenge the future Fractal structure of nuclear graphite from nm to mm : a neutron’s view Z. Zhou *1, W.G. Bouwman 1, H. Schut 1, C. Pappas 1 S. Desert.

1Challenge the future

Fractal structure of nuclear graphite from nm to mm :a neutron’s view

Z. Zhou*1, W.G. Bouwman1, H. Schut1, C. Pappas1

S. Desert2, J. Jestin2

S. Hartman3

1: Delft University of Technology, The Netherlands

2: Laboratoire Léon Brillouin, France

3: Paul Scherrer Institute, Switzerland

* [email protected]

Page 2: 1 Challenge the future Fractal structure of nuclear graphite from nm to mm : a neutron’s view Z. Zhou *1, W.G. Bouwman 1, H. Schut 1, C. Pappas 1 S. Desert.

2Challenge the future

Fractal

Nuclear graphite ?

Self-similar in different scales

West Lake, Hangzhou

Page 3: 1 Challenge the future Fractal structure of nuclear graphite from nm to mm : a neutron’s view Z. Zhou *1, W.G. Bouwman 1, H. Schut 1, C. Pappas 1 S. Desert.

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Neutron techniques

Small angle scattered neutrons

Transmitted neutrons

Neutrons

Structure of pores

Neutron imaging

Visible structural information in

real space

Small Angle Neutron Scattering

SANSSpin-Echo Small Angle Neutron Scattering

SESANS

Page 4: 1 Challenge the future Fractal structure of nuclear graphite from nm to mm : a neutron’s view Z. Zhou *1, W.G. Bouwman 1, H. Schut 1, C. Pappas 1 S. Desert.

4Challenge the future

Study on graphite

1 Å 1 nm 1 μm 1 mm

SESANS Imaging

Size range (real space)

Q range (reciprocal space)

1 nm-1 10-3 nm-110 nm-1

2Q

l

SANS

PGA graphite sample

Page 5: 1 Challenge the future Fractal structure of nuclear graphite from nm to mm : a neutron’s view Z. Zhou *1, W.G. Bouwman 1, H. Schut 1, C. Pappas 1 S. Desert.

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4sinQ

Small Angle Neutron Scattering (SANS)

Neutrons

Transmitted beam

Scattered beamSample

2D detector

Scattering vectorQ$$$$$$$$$$$$$$

PAXE and TPA in LLB, Saclay

Page 6: 1 Challenge the future Fractal structure of nuclear graphite from nm to mm : a neutron’s view Z. Zhou *1, W.G. Bouwman 1, H. Schut 1, C. Pappas 1 S. Desert.

6Challenge the future

SANS of PGA

Multiple scatteringPower law

Page 7: 1 Challenge the future Fractal structure of nuclear graphite from nm to mm : a neutron’s view Z. Zhou *1, W.G. Bouwman 1, H. Schut 1, C. Pappas 1 S. Desert.

7Challenge the future

* DFR Mildner, PL Hall, J. Phys. D: Appl. Phys. 19 (1986) 1535

Schematic diagram of scattering from fractal ojects*

dimensionality of interfaces

The interface is sensed as smooth on

a distance smaller than

dimensionality of clusters

Power laws measured by SANS

Page 8: 1 Challenge the future Fractal structure of nuclear graphite from nm to mm : a neutron’s view Z. Zhou *1, W.G. Bouwman 1, H. Schut 1, C. Pappas 1 S. Desert.

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SANS on PGA

Surface fractal dimension6 3.45 2.55sD

3I Q

4I Q

Page 9: 1 Challenge the future Fractal structure of nuclear graphite from nm to mm : a neutron’s view Z. Zhou *1, W.G. Bouwman 1, H. Schut 1, C. Pappas 1 S. Desert.

9Challenge the future

32 2

1( )

(1 ( ) )H

I q

qa

Random two phase media model

SANS simulation of the model

slope (3 2 )H

(6 ) (3 2 )

3 2

(3 ) / 2

Ds H

Ds H

H Ds

SANS of PGA2.55

0.225

Ds

H

Page 10: 1 Challenge the future Fractal structure of nuclear graphite from nm to mm : a neutron’s view Z. Zhou *1, W.G. Bouwman 1, H. Schut 1, C. Pappas 1 S. Desert.

10Challenge the future

1 Å 1 nm 1 μm 1 mm

SANS

Surface fractal

Ds = 2.55

SESANS

Page 11: 1 Challenge the future Fractal structure of nuclear graphite from nm to mm : a neutron’s view Z. Zhou *1, W.G. Bouwman 1, H. Schut 1, C. Pappas 1 S. Desert.

mon

ochr

omat

orm

agne

t 1

field

ste

pper

anal

yser

dete

ctor

pola

riser

guid

e fie

ld

Realisation SESANS @ TUD

sam

ple

pola

rise

r

pola

rise

r

M. Theo Rekveldt, Jeroen Plomp, Wim G. Bouwman, et al., Rev. Sci. Instrum. 2005

SESANS sensitive 30 nm – 20 um

Page 12: 1 Challenge the future Fractal structure of nuclear graphite from nm to mm : a neutron’s view Z. Zhou *1, W.G. Bouwman 1, H. Schut 1, C. Pappas 1 S. Desert.

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gas

liquid

glass

crystal

SESANS probes density correlationE.g. colloidal phases as function of concentration

Page 13: 1 Challenge the future Fractal structure of nuclear graphite from nm to mm : a neutron’s view Z. Zhou *1, W.G. Bouwman 1, H. Schut 1, C. Pappas 1 S. Desert.

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SESANS on PGA

1

2

1

22

( ) ( ) ( )1 2( )2

( ) exp( ( ( ) 1

0 5

)

.2

)

2

H

H

t

z zG z K

a aH

P z

H

z G

Surface fractal dimension

2. 53 52sD H

Page 14: 1 Challenge the future Fractal structure of nuclear graphite from nm to mm : a neutron’s view Z. Zhou *1, W.G. Bouwman 1, H. Schut 1, C. Pappas 1 S. Desert.

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1 Å 1 nm 1 μm 1 mm

SANS

Surface fractal

Ds = 2.55

SESANS

Surface fractal

Ds = 2.55

Imaging

Page 15: 1 Challenge the future Fractal structure of nuclear graphite from nm to mm : a neutron’s view Z. Zhou *1, W.G. Bouwman 1, H. Schut 1, C. Pappas 1 S. Desert.

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Neutrons

Imaging with Cold neutrons (ICON), PSI

Neutron imaging

Sample Detector

Neutron transmission image of PGA

Page 16: 1 Challenge the future Fractal structure of nuclear graphite from nm to mm : a neutron’s view Z. Zhou *1, W.G. Bouwman 1, H. Schut 1, C. Pappas 1 S. Desert.

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Binary image obtained by thresholding the original image

Labelled pores which can be measured by DIPimage (a toolbox under Matlab)

Perimeter-area relation

2pDP AP is the contour perimeter length.

A is the enclosed area.

Dp is the fractal dimension of the bounding contour.

Relation between contour fractal dimension and surface fractal dimension of the object

1s pD D

Dp is the fractal dimension of the bounding contour.

Ds is the surface fractal dimension of the object.

Fractal analysis on image

Page 17: 1 Challenge the future Fractal structure of nuclear graphite from nm to mm : a neutron’s view Z. Zhou *1, W.G. Bouwman 1, H. Schut 1, C. Pappas 1 S. Desert.

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Perimeter-area relationship

21.552

2.552 0.01.

08289

1

p

s

D

D Dp

Surface fractal dimension

Page 18: 1 Challenge the future Fractal structure of nuclear graphite from nm to mm : a neutron’s view Z. Zhou *1, W.G. Bouwman 1, H. Schut 1, C. Pappas 1 S. Desert.

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1 Å 1 nm 1 μm 1 mm

SANS

Surface fractal

Ds = 2.55

SESANS

Surface fractal

Ds = 2.55

Imaging

Perimeter-area relation

Surface fractal Ds = 2.552

Page 19: 1 Challenge the future Fractal structure of nuclear graphite from nm to mm : a neutron’s view Z. Zhou *1, W.G. Bouwman 1, H. Schut 1, C. Pappas 1 S. Desert.

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2D-Fourier Transform on image

2D Fourier transform3

2 2

1( )

(1 ( ) )

0.225

H

H

I q

qa

3I Q

Mass fractal dimension

(3 2

2. 5

)

5m

m

H D

D

Page 20: 1 Challenge the future Fractal structure of nuclear graphite from nm to mm : a neutron’s view Z. Zhou *1, W.G. Bouwman 1, H. Schut 1, C. Pappas 1 S. Desert.

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1 Å 1 nm 1 μm 1 mm

SANS

Surface fractal

Ds = 2.55

SESANS

Surface fractal

Ds = 2.55

Imaging

Perimeter-area relation

Surface fractal Ds = 2.552

2D-Fourier transform

Mass fractal Dm = 2.55

Page 21: 1 Challenge the future Fractal structure of nuclear graphite from nm to mm : a neutron’s view Z. Zhou *1, W.G. Bouwman 1, H. Schut 1, C. Pappas 1 S. Desert.

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Q (Å-1)

Sca

tte

ring

In

ten

sity

Data in Q-space over 7 orders of magnitude

Imaging

SANS

SESANS

Page 22: 1 Challenge the future Fractal structure of nuclear graphite from nm to mm : a neutron’s view Z. Zhou *1, W.G. Bouwman 1, H. Schut 1, C. Pappas 1 S. Desert.

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Imaging

SANS

SESANS

Conclusion

Porosity of PGA graphite has a surface fractal structure with a

single fractal dimension Ds=2.55 over 7 orders of magnitude in

length scale. This is remarkable, which can provide complementary

information for modelling the structure of nuclear graphite.

Sca

tterin

g In

tens

ity

Q (Å-1)

Page 23: 1 Challenge the future Fractal structure of nuclear graphite from nm to mm : a neutron’s view Z. Zhou *1, W.G. Bouwman 1, H. Schut 1, C. Pappas 1 S. Desert.

23Challenge the future

Zhengcao Li Tadashi Maruyama

Acknowledge

M. Haverty

P. Mummery