Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron...

102
WIR SCHAFFEN WISSEN – HEUTE FÜR MORGEN Neutron Imaging … and options for quantification … Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: Paul Scherrer Institut neutrons photons 19th HERCULES Specialized Course on «Quantitative Imaging»

Transcript of Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron...

Page 1: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

WIR SCHAFFEN WISSEN – HEUTE FÜR MORGEN

Neutron Imaging … and options for quantification …

Eberhard H. Lehmann

:: Neutron Imaging & Activation Group :: Paul Scherrer Institut

neutrons photons

19th HERCULES Specialized Course on «Quantitative Imaging»

Page 2: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Eberhard H. Lehmann

Page 2

German, working in Switzerland

Education: reactor physicist

PhD: physics of the fast breeder reactor

Active in neutron imaging since 1995

Group leader «Neutron Imaging & Activation»

Operating facilities at the Swiss spallation source

Page 3: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

1. Historical background: X-rays vs. Neutrons - the “mirrored” techniques

2. Neutrons and their interaction with matter 3. Setup of a neutron imaging facility 4. Status in a world-wide context 5. Methods in neutron imaging - overview 6. Data processing - Quantification 7. Fields of applications 8. Future developments

9. Summary & Conclusions

OUTLINE

Page 3

Page 4: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

1900 1920 1940 1980 1960 2000 2020

1895 – discovery

of X-rays

(Röntgen)

first X-ray

images

1932 – discovery

of the neutron

(Chadwick)

1914 – X-ray

Diffraction

(Laue, Bragg)

1945 – neutron

Diffraction

(Wollan, Shull,

Clifford)

1936 – powder

Diffraction

(Debye, Scherrer)

1942 – first

nuclear

reactor

(Fermi)

~1947 – first

neutron

Images

(Kalman, Kuhn)

1895 –first X-ray images

(Röntgen)

1956 – first

neutron

images at

research reactor

(Tewlis)

1970 – X-ray

tomography in

hospitals

1995– neutron

tomography

1980: Dedicated

synchrotron light

sources

1995: X-ray

Phase

contrast

tomography

1990: Digital

Neutron imaging

2005: Neutron

phase contrast

imaging

2016: SwissFEL

Operational

(PSI, CH)

2020: ESS

operational

(Lund,

Sweden)

X-rays

Neutrons

Page 5: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

X-rays vs. neutrons

free neutrons were discovered 37 years after the X-rays were found neutron imaging started 50 years after first X-ray images

were made neutron diffraction comes 30 years later than X-ray

diffraction neutron tomography comes 25 years later than X-ray

tomography in hospitals phase contrast imaging with neutrons comes 10 years later

than with X-rays neutron imaging is now a competitive and complementary

method compared to the X-ray techniques

Page 6: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

From radiography to tomography

6

H. Kallmann (reported by O. Peter) about 1947

Film radiography using an accelerator

based neutron source 30 mm

2015: high resolution tomography

at the Swiss spallation source SINQ

(Y. Wang)

Page 7: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Smartphone

destructive imaging

Page 8: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Smartphone: Radiography mode

neutrons

X-rays

Similar image quality

Complementary information

Page 9: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Combined N and X: components visible

Li-ion battery

connector head phones

camera forward

laudspeaker

phone

connector network

light diode

cylindre (Ta condensator?)

main swithch

laudspeaker

music ?

metal cover

camera back

SIM card

interface

plastics

interface

plastics

main board and

electronics

Page 10: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Neutrons & X-ray Imaging

Heavily corroded nail from the

Roman period (age: 2000 years)

Neutron-CT X-ray-CT

Same image quality

Complementary information

High resolution

Tomography (now standard)

Option for «data fusion»

corrosion metal

Page 11: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

• Size: 1.6 * 10-15 m

• Mass: 1.674927351(74) * 10-27 kg

• Charge: 0

• Spin: ½ (two states possible)

• Velocity: few m/s (ultra cold) to speed of light (very fast)

• Elementary composition: 3 Quarks up-down-down

• Magnetic moment: -1.913 µN

• Interaction with matter: nuclear reactions: absorption, scattering, fission

• Classification: Baryon, Fermion

• Half-life: 881.5 s

Properties of the free neutron

17.05.2017 PSI, Seite 11

Page 12: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

• Size: 1.6 * 10-15 m

• Mass: 1.674927351(74) * 10-27 kg

• Charge: 0

• Spin: ½ (two states possible)

• Velocity: few m/s (ultra cold) to speed of light (very fast)

• Elementary composition: 3 Quarks up-down-down

• Magnetic moment: -1.913 µN

• Interaction with matter: nuclear reactions: absorption, scattering, fission

• Classification: Baryon, Fermion

• Half-life: 881.5 s

Properties of the free neutron

17.05.2017 PSI, Seite 12

with relevance

for neutron imaging

Page 13: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Neutrons vs. X-rays (interaction scheme)

Neutrons

A

B

Absorption

Incident neutron with energy E0

Scattering

Nuclei

X-Rays

A

B

Photoelectron

Absorption

Incident x-ray photon with energy

E0

Scattering

Nuclei

Page 14: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

X-rays vs. Neutrons

X-Rays

A

B

Photoelectron

Absorption

Incident x-ray photon with energy E0

Scattering

Nuclei

0 20 40 60 80 100 10

-2

10 0

10 2

Ma

ss a

tten

uation

coeffic

ient

[1/c

m]

Atomic number

X-rays (100 keV)

Page 15: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

X-rays vs. Neutrons

Neutrons

A

B

Absorption

Incident neutron with energy E0

Scattering

Nuclei

0 20 40 60 80 100 10

-2

10 0

10 2

Ma

ss a

tten

uation

coeffic

ient

[1/c

m]

Atomic number

X-rays (100 keV)

Light

Elements

Metalls

Heavy

Elements

Fe

Gd Cd B

Li

H

Co

Ni

Pb

Au

Thermal neutrons

Page 16: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Attenuation of X-rays (100 keV)

Page 17: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Attenuation of thermal neutrons

Page 18: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Duality of neutrons – visible in imaging

neutron as particle

• single neutrons can be counts on the detector

• description with Monte-Carlo codes (cross-sections as interaction probability) per neutron

• scattering and absorption adequately confirmed

neutron as wave

• phase effects at edges – refraction or total reflection

• refraction index based on wave functions

• interference of waves as interpretation

• coherence can play an essential role

de Broglie: λ=h/(m·v)

Page 19: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Seite 19

Interaction principle of neutrons with matter

•Neutrons interact with the nuclei of the atoms only

•The interaction can be: collision (scattering), absorption

(creation of radioactive isotopes) or fission (with fissile materials)

•The strength of the interaction with matter is expressed by

„microscopic cross-sections“ – σ , the unit is „barn = 10-24 cm-2“

•The “macroscopic cross-section” Σ, also called “attenuation

coefficient” is defined as : Σ= N* σ, the unit is cm-1

•N = nuclear density = (ρ*A)/M (A=Avogadro‘s number, M=mass)

Page 20: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Neutron interactions with matter

Page 20

Interactions

Scattering

Elastic

Inelastic

Absorption

Fission

Capture

Page 21: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Neutron interactions with matter

Page 21

Ultra cold Cold Thermal Fission and spallation Moderation

Page 22: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Neutron interactions with matter absorption vs. scattering

Normalized absorption cross section

Normalized scattering cross section

Page 23: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Seite 23

Interaction principle of neutrons with matter

1

10

100

1000

10000

100000

1.00E-05 1.00E-03 1.00E-01 1.00E+01 1.00E+03

energy [eV]

tota

l cro

ss-s

ecti

on

s [

barn

]

AL-27

B-10

Fe-56

H-1

•The cross-sections can differ

by orders of magnitude from

material to material

•The interaction probability

is much higher for slow

neutrons

•Thermal and cold neutrons

are the preferred tools in

neutron imaging (E~meV)

cold thermal

B-10

Al-27

Fe-56

H-1

Page 24: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Seite 24

Neutron Utilization for Research

ADVANTAGES

• no charge: often deeper penetration

• magnetic moment: magnetic interaction

with nuclei polarized neutrons

• high sensitivity for light elements

• different isotopes can be distinguished

(D:H, B-10:B-11, Li-6: Li-7, U-235:U-238)

• energy selection using time-of-flight (at

pulsed sources)

DISADVANTAGES

• neutron intensity limited

• no direct detection – a secondary

process is needed (limiting spatial

resolution)

• no charge: no focusing and guiding by

el.-magnetic fields possible

• activation risks of samples

Page 25: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

simplified setup for imaging in transmission mode

Neutron Imaging Principle

flux φ(E)

gammas

L/D ratio

field of view

FOV

D L

Page 26: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Transmission process

N

X

•direct attenuation

•no phase effects

•interpretation with the particle picture

Neutrons

X-rays

Plants/roots in soil

Page 27: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

• To use the interaction of (thermal / cold) neutrons with

matter to get information about composition, structure and

status of the object on the macro scale

• It is mostly the attenaution of a wide, homogenous beam by

the object and the analysis of the transmitted beam fraction

to be analyzed

• The efficient detection of the transmitted beam component

determines the performance of the neutron imaging setup

• Advanced NI methods deal with the scattered neutrons also

Neutron Imaging Principle

27

Page 28: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Lenght scale in neutron research

Courtesy: M. Strobl ESS

scattering imaging

Page 29: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

• In the past: Neutron Radiography = a method for non-

destructive testing

• Now: Neutron Imaging =research tool for many fields of

scientific applications, including material research, using

more advanced methods too

• New aspects: digital output, data sets more than «pictures»

importance of image-processing

Some Terminology

Page 29

Page 30: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Neutron Imaging – Setup & Components

SOURCE BEAM DETECTOR

advanced components:

E-selector

polarizer

grating interferometer

safety requirements:

access control

shielding

dosimetry

Page 31: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Research Reactors – Design (example FRM-2)

17.05.2017 PSI, Seite 31

Moderator tank (D2O)

Reactor pool (H2O)

Page 32: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Research Reactors – Design (example FRM-2)

17.05.2017 PSI, Seite 32

Moderator tank (D2O)

Reactor pool (H2O)

Beamline

Page 33: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

ANTARES and NECTAR @ FRM-2

17.05.2017 PSI, Seite 33

ANTARES = cold neutrons

NECTAR = fast neutrons

Page 34: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Spallation Neutron Source – example SINQ, PSI

• installations for research with

thermal and cold neutrons

• about 20 beam lines

• including 2.x for imaging

• approximately parallel beam

Page 35: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Beamlines layout

ESS symposium, PSI, May 27th, 2013 Seite 35

SINQ

top view

NEUTRA

ICON BOA

Page 36: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

36

19 Instruments: 15 User facilities (>2 Imaging beam lines) + 4 Test facilities

thermal

cold

polarized

spot

Page 37: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

ICON-beam line @ SINQ

Micro-Tomography-

Position

Position for large objects

variable

apertures

1 … 80 mm,

Be filter

Space for Selector

or Chopper

Beam limiters

Page 38: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Spectra at PSI/SINQ Neutron Imaging beamlines

higher contrast

higher penetration

Page 39: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

State-of-the-art Neutron Imaging User Facilities world-wide

only about 15 TOP facilities available world-wide

among them, the performance is still different

country site institution facility neutron source spectrum power [MW] status Australia Sydney ANSTO DINGO OPAL reactor thermal 20 operational

Germany Munich-Garching TU Munich ANTARES FRM-2 cold 25 operational

Germany Munich-Garching TU Munich NECTAR FRM-3 fast 25 operational

Germany Berlin HZB CONRAD BER-2 cold 10 standby

Hungary Budapest KFKI imaging beamline WWS-M reactor thermal 10 operational

Japan Kyoto Kyoto University imaging beamline MTR reactor thermal 5 standby

Japan Tokai JAEA imaging beamline JRR-3M reactor thermal 20 standby

Japan Tokai JAEA RADEN JPARC spallation cold 0.3 operational

Korea Daejon KAERI imaging beamline HANARO reactor thermal 30 operational

Switzerland Villigen PSI NEUTRA SINQ spallation thermal 1 operational

Switzerland Villigen PSI ICON SINQ spallation cold 1 operational

USA Gaithersburg NIST BT-2 NBSR reactor thermal 20 operational

USA Sacramento UC Davis imaging beamline TRIGA reactor thermal 2 operational

USA Oak Ridge ORNL CG-1D HFIR reactor cold 85 operational

South Africa Pelindaba NECSA SANRAD SAFARI reactor thermal 20 operational

It should be the goal for ILL to become member of the «club» !

Page 40: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Seite 40

1.00E-03

1.00E-02

1.00E-01

1.00E+00

1.00E+01

0.0001 0.001 0.01 0.1 1 10 100 1000 10000 100000 1000000

time resolution [s]

sp

ati

al r

es

olu

tio

n [

mm

]

X-ray film

+ converter

track etch

foils

Neutron Detectors for Imaging

situation before 1995

Page 41: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Analogue neutron imaging – 1 frame per hour

about 1994

Page 42: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Seite 42

1.00E-03

1.00E-02

1.00E-01

1.00E+00

1.00E+01

0.0001 0.001 0.01 0.1 1 10 100 1000 10000 100000 1000000

time resolution [s]

sp

ati

al r

es

olu

tio

n [

mm

]

X-ray film

+ converter

track etch

foils

CCD camera

+ scintillator

n-imaging plates

amorphous-Si

flat panel

CMOS

pixel detector

intensified

real-time

camera

current situation

Neutron Detectors for Imaging

Page 43: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Seite 43

Digital – 1 frame per second

about 2012

Page 44: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Seite 44

1.00E-03

1.00E-02

1.00E-01

1.00E+00

1.00E+01

0.0001 0.001 0.01 0.1 1 10 100 1000 10000 100000 1000000

time resolution [s]

sp

ati

al r

es

olu

tio

n [

mm

]

X-ray film

+ converter

track etch

foils

CCD camera

+ scintillator

n-imaging plates

amorphous-Si

flat panel

CMOS

pixel detector

intensified

real-time

camera

more neutrons

detector

development!!!

Neutron Detectors for Imaging

Page 45: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Neutron Imaging: different settings wrt resolution

45

0.1

1

10

100

1000

0.1 1 10 100 1000

pix

el s

ize

[m

icro

-me

ter]

field of view [mm]

MAXI

MIDI MICRO

Page 46: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Camera-detector MIDI (medium FOV)

FOV between 15 and 3 cm

scintillator

mirror

camera

lens

Page 47: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Detection Efficiency for Neutron Converters

Gd-157

Li-6 F

Gd, B-10

Page 48: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Neutron imaging methods @ PSI

Radiography Tomography Real-time imaging Stroboscopic imaging

Energy selective imaging

Neutron grating

interferometry

Diffraction imaging

Classic neutron imaging methods

Advanced neutron imaging methods

Under preparation:

Imaging with polarized

neutrons (BOA)

Project neutron microscope

N/X data fusion

Page 49: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

many

biology

geoscience

engineering

archaeology

metallurgy

numismatic composites

Page 50: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

,. Data volume

per

tomography set

268 MB

2.15 GB

17.2 GB

137 GB

512

1024

2048

4096

512 1024 2048 4096

Increased Data Volume N

o.

of

pix

els

No. of pixels

High RAM and

Disk space requirements

Page 51: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Neutron imaging methods @ PSI

Radiography Tomography Real-time imaging Stroboscopic imaging

Energy selective imaging

Neutron grating

interferometry

Diffraction imaging

Classic neutron imaging methods

Advanced neutron imaging methods

Under preparation:

Imaging with polarized

neutrons (BOA)

Project neutron microscope

N/X data fusion

Page 52: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

2017/0

5/17

52

Quantification in Neutron Imaging

= non-invasive determination of the sample’s content

Page 53: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

initial beam

Io

transmitted beam

I

detector

plane

sample

· d material properties

(density, composition)

thickness

Attenuation in transmission mode

Page 54: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Analytical description of the transmission process

•Beer-Lambert law

dNd eeI

IT

0

and inverted …

)ln(I

Id 0

Transmission

Thickness d can be

obtained

when is known

Density or composition

derived

if thickness d is known

Page 55: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Seite 55

Final results of neutron imaging in transmission mode

E

Eeff

EEdE

EEEdE

N)()(

)()()(

Two dimensional pixel-matrix (x, y) of

averaged macroscopic cross-sections

integrated over the length in beam direction z

In the case of neutron tomography the

3rd dimension is resolved and a voxel-matrix

(x, y, z) can be derived

Page 56: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Physics:

attenuation coefficients, detector response and flux distribution are energy

dependent beam hardening artifacts are possible

multiple scattering in the sample can distort the result

Cross-section data for comparison are complex (Bragg edges), depend on

materials properties (e.g. texture) and have uncertainties

Imaging Technique:

Detector: background of scattered light; afterglow of scintillator; background

from gamma-radiation are disturbing

Signal/noise ratio can limit the accuracy

Problems in Quantification

Page 56

Page 57: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

The attenuation law assumes that the beam is absorbed … but

most of the interaction is due to

Scattering!

Page 58: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

1. Correction of the scattered neutrons contributions by means of

Monte-Carlo simulations (mainly focused on hydrogen)

2. Changing sample-detector distances for the determination of the

scattering contribution

3. Using the «black-body» correction tools (cases of low transmission)

Ways to improve the quantitative accuracy

Page 58

Page 59: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Perturbation by Sample Scattering

collimator detector sample

uncollided beam

part. absorbed beam

scattered beam

The scattering pretends a higher transmission value behind the sample,

which is mistaken for less mass thickness

Page 60: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

r d

DD

A22

ADD

1

1

)(4)PScF(

/

2/322

A

AA s

drds

e

e

rd

dSr

Approximation of the Point Scattered Functions

0.E+00

2.E-04

4.E-04

6.E-04

8.E-04

1.E-03

0 5 10 15 20distance from center (cm)

pro

ba

bility d

en

sity (

1/c

m2

)

Simulation

Approximation

Page 61: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

QNI – the correction tool

Flow-chart

Based on PhD work of

Rene Hassanein

• MCNP based

• Programmed in IDL

• Available for other users

Basic principle: superposition of

the «point scattering functions»

Page 62: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

QNI - Iterative Algorithm

• Corrected transmission image = radiography – sample

scattering

• With the corrected image, a more precise base for the choice of

the PScF is available and the computation is repeated.

• After about 4 iterations the algorithm converges in the range of

±1 %.

Page 63: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Water Content in Sand Columns (radiography mode)

45° view: before after correction

→ 6.5 cm diagonal → 14 cm diagonal

Page 64: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

uncorrected slice

corrected slice

but:

− more noise induced

− Some more artefacts

+ less blurring

+ more details

+correct

attenuation values

void Al sand water

Water Content in Sand Columns (tomography mode)

Page 65: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Water migration in sandstones

0

10

20

30

40

50

0 20 40 60 80 100

wa

ter

ma

ss (

g)

scattering correctedwithout correction

)(s1/2tThe error in the quantification

can be up to 100%!

Page 66: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Structural materials

Page 66

Page 67: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Seite 67

Cross-sections of crystaline structural materials

1 2 3 4 5 6 7

0

5

10

15

20

25

30

Fe

Cu

Pb

Zr

Al

[b

arn

]

Neutron wavelength [Å]

Ni

absorption range

Page 68: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Energy-selective Imaging

Absorption range

(quantification)

Strain Imaging

Texture

Increased penetration

Increased sensitivity

Phase information

Spatially resolved

68

Page 69: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

69

Photo

l1

l2

l3

1 2 3 4 5 6 7

0.06

0.08

0.10

0.12

0.14

0.16

total

[cm

-1]

l [A]

Al

l1 l2

l3

Neutron radiography images

rolled Al plate (with weld) – texture analysis

white beam image

Page 70: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

70

Photo

l1

l2

l3

1 2 3 4 5 6 7

0.06

0.08

0.10

0.12

0.14

0.16

total

[cm

-1]

l [A]

Al

l1 l2

l3

Neutron radiography images

rolled Al plate (with weld) – texture analysis

Page 71: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

71

Al structure – and their interpretation

transmission image at 4.8 Å

EBSD – measurement

at the surface

Different grain size and

orientation in bulk and weld

Data: L. Josic, H.Leber, PSI

Page 72: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

• To avoid geometrical blurring , the samples have to measured close to

the detector

• To avoid the high contribution of scattered neutrons to the signal, the

samples have to be measured in a certain distance

To combine both approaches helps to overcome the problems in

quantification for the observed materials Fe, Cu. V, …

Measurements in «white beam» conditions - Quantification -

Page 72

Page 73: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Page 73

Why is scattering correction needed?

ETP Copper

r = 12.5 mm

t = 10 mm

10 mm

Photography of a copper cylinder

Page 74: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Page 74

Why is scattering correction needed?

Sample at distance = 0 mm

ETP Copper

r = 12.5 mm

t = 10 mm

10 mm

𝐼

𝐼0= 𝑒−∑𝑡

∑ [cm-1]

∑ = 𝑙𝑛𝐼

𝐼0

1

𝑡

∑ [cm-1]

Sample at distance = 55 mm

10 mm 10 mm

Page 75: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Distance = 0 mm

Page 75

Why is scattering correction needed?

Distance = 55 mm

Photograph

0

0.2

0.4

0.6

0.8

1

0 5 10 15 20 25 30

Me

asu

red

∑ [

cm-1

]

Length [mm]

CloseFar

Page 76: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Forward scattering for coherent scatterers

Page 76

Largest d-spacing [Å] Smallest 2𝜃 [°]

Copper 2.08 28

Iron 2.02 29

Aluminium 2.33 25

Titanium 2.55 23

Examples of minimum scattering angles for structural metals

𝜆=1Å

n=1

𝒏𝝀 = 𝟐𝒅 ∙ 𝒔𝒊𝒏 𝜽

Bragg law

𝟐𝜽 = 𝟐𝒂𝒔𝒊𝒏𝒏𝝀

𝟐𝒅

Page 77: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Forward scattering for coherent scatterers

Page 77

Largest d-spacing [Å] Smallest 2𝜃 [°]

Copper 2.08 28

Iron 2.02 29

Aluminium 2.33 25

Titanium 2.55 23

Examples of minimum scattering angles for structural metals

𝜆=1Å

n=1

Page 78: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Angular distribution of the scattered neutrons

Page 78

Page 79: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Quantifying the scattering

Page 79

• Close, Distance = 0 cm

• Far, Distance = 55 mm

• Close - Far

𝑰𝑻𝒓𝒂𝒏𝒔𝒎𝒊𝒕𝒕𝒆𝒅 + 𝑰𝑺𝒄𝒂𝒕𝒕𝒆𝒓𝒆𝒅𝑰𝟎

𝑰𝑻𝒓𝒂𝒏𝒔𝒎𝒊𝒕𝒕𝒆𝒅𝑰𝟎

𝑰𝑺𝒄𝒂𝒕𝒕𝒆𝒓𝒆𝒅𝑰𝟎

Page 80: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Quantifying the scattering: Coin

Page 80

Close Far

Close-Far

Page 81: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Quantifying the scattering: Coin

Page 81

Close Gaussian fit

Corrected

Page 82: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Corrected

Correcting the scattering: Coin

Page 82

Close

0.0

2.0

4.0

6.0

8.0

10.0

12.0

0 2 4 6 8 10 12 14

Thic

kne

ss [

mm

]

Radial Position [mm]

DesignCloseCorrected

Page 83: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

The «black body» approach

Page 83

Page 84: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Camera-detector MIDI (medium FOV)

FOV between 15 and 3 cm

scintillator

mirror

camera

lens

Page 85: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Mirror back-scattering

Sim Scatt

85

Page 86: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Scintillator substrate scattering

Al Scatt

86

Page 87: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Special guest …

O’Ref

(= Optical

Reflexion)

87

Page 88: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

How much do they contribute ?

Sim Scatt

Elimination or

Correction

WANTED

REWARD: 2%

Al Scatt

Elimination or

Correction

WANTED

REWARD: 1%

O’Blurry

Elimination or

Correction

WANTED

REWARD: < 0.5%

O’Ref

Elimination or

Correction

WANTED

REWARD: 2%

Total: ~5% (only ?) Up to 15-20% depending on setup !!!

88

Page 89: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Recomendation for the experiments

89 - Black body grid in front of the sample Beam

- Dose correction region inside the grid

- For tomographies: Image of BB with open

beam and image of BB at 25 different angles

- For time series: Image of BB with open beam

and image of BB at one reference state

Page 90: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

The correction process

Page 90

0 Nomenclature 𝐼𝑛∗ Measured sample image 𝐼𝑛 True sample image 𝐼𝑛𝐵𝐺 Background of sample image

𝐼 𝑛 Normalised true sample image 𝐼 𝑛𝐵𝐺 Normalised background of sample image

D Dose operator (average value of normalising region) 𝐼𝐷𝐶 Dark current image 𝐼𝑂𝐵 Open beam image 𝐼𝑛 ,𝐵𝐵 Sample image with black body pattern (mean pattern transmission 𝜏𝐵𝐵 ∈ (0,1) ) 𝐼𝑂𝐵 ,𝐵𝐵 Open beam image with black body pattern (mean pattern transmission 𝜏𝐵𝐵 ∈ (0,1) )

𝐼 𝑛

𝐼 𝑂𝐵=

𝐼𝑛∗ − 𝐼𝐷𝐶 − 𝐼𝑛 ,𝐵𝐵

𝐵𝐺 D 𝐼𝑛∗ − 𝐼𝐷𝐶

D 𝐼𝑛 ,𝐵𝐵∗ +

1𝜏𝐵𝐵

− 1 𝐼𝑛 ,𝐵𝐵𝐵𝐺 − 𝐼𝐷𝐶 𝜏𝐵𝐵

𝐼𝑂𝐵∗ − 𝐼𝐷𝐶 − 𝐼𝑂𝐵 ,𝐵𝐵

𝐵𝐺 D 𝐼𝑂𝐵∗ − 𝐼𝐷𝐶

D 𝐼𝑂𝐵,𝐵𝐵∗ +

1𝜏𝐵𝐵

− 1 𝐼𝑂𝐵 ,𝐵𝐵𝐵𝐺 − 𝐼𝐷𝐶 𝜏𝐵𝐵

D 𝐼𝑂𝐵∗ − 𝐼𝐷𝐶 − 𝐼𝑂𝐵 ,𝐵𝐵

𝐵𝐺 D 𝐼𝑂𝐵∗ − 𝐼𝐷𝐶

D 𝐼𝑂𝐵,𝐵𝐵∗ +

1𝜏𝐵𝐵

− 1 𝐼𝑂𝐵 ,𝐵𝐵𝐵𝐺 − 𝐼𝐷𝐶 𝜏𝐵𝐵

D 𝐼𝑛∗ − 𝐼𝐷𝐶 − 𝐼𝑛 ,𝐵𝐵

𝐵𝐺 D 𝐼𝑛∗ − 𝐼𝐷𝐶

D 𝐼𝑛 ,𝐵𝐵∗ +

1𝜏𝐵𝐵

− 1 𝐼𝑛 ,𝐵𝐵𝐵𝐺 − 𝐼𝐷𝐶 𝜏𝐵𝐵

Page 91: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Example – Lead Sphere Tomo

Page 91

Without BB correction

With BB correction

91

Page 92: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Neutron imaging methods @ PSI

Radiography Tomography Real-time imaging Stroboscopic imaging

Energy selective imaging

Neutron grating

interferometry

Diffraction imaging

Classic neutron imaging methods

Advanced neutron imaging methods

Under preparation:

Imaging with polarized

neutrons (BOA)

Project neutron microscope

N/X data fusion

Page 93: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Neutron Imaging: Improvement in spatial resolution

93

0.1

1

10

100

1000

0.1 1 10 100 1000

pix

el s

ize

[m

icro

-me

ter]

field of view [mm]

MAXI

MIDI MICRO

n-Microscope

TOMCAT

Page 94: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

•Diffractometer mit 3 koaxialen Antriebsachsen. Winkelgenauigkeit +/-1

Bogensekunde

Neutron Microscope (layout)

Prototype already tested – real device ready since May 2016

Page 95: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

MgB2 multifilament wire in Ni casing

• 4-binned, 5.2 um pixel size,

• 180 projections

• about 4.5 hours acquisition time

1.0 mm

2.7

mm

Sample courtesy of Ch. Scheuerlein (CERN)

Page 96: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

The Future of Neutron Imaging

• More access to prominent and useful neutron sources (ILL?)

• New installations with high performance

• Further methodical progress, oriented to the user profile

• Qualification of new and young operators of the facilities

with respect to image processing and quantification

• Standardization of the processes to attract more industrial

customers

96

Page 97: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

• Argentina: new reactor Buenos Aires

• Czech Republic: beam line in Rez

• China: CARR reactor with 2 beam lines

• France: IMAGINE at Saclay reactor

• Europe (ILL): D50 cold guide shared with reflectometer

• Norway: beam line upgrade at Halden reactor

• Netherlands: project FISH

• Jordan: new reactor under construction – with NI facility

• South Africa: upgrade to SANRAD-2

• Russia: improvements at Dubna pulsed reactor

• South Korea: upgrades

• Hungary: improvements and upgrades «club members»

New imaging facilities under development (or upgrade)

Page 98: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

• SINQ: NEUTRA, ICON, BOA operational

• JPARC: RADEN 2015

• ISIS: IMAT 2016

• SNS: VENUS 2018 ?

• ESS: ODIN 2019 ?

Neutron Imaging @ Spallation Sources

Page 99: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Outlook: Trends in Neutron Imaging

• colder neutrons

• energy selectivity pulsed sources, higher E - resolution

• polarized neutrons

• combination of imaging with diffraction

• symbiosis of neutron with X-ray imaging

• highest possible intensities higher temporal and spatial

resolution

Page 100: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Smartphone – Tomography mode

X - rays

neutrons

Page 101: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Thanks to: NIAG Team (2/2017)

P. Vontobel

P. Boillat

50%

PhD students NEUTRA ICON

E. Lehmann A. Kaestner

J. Hovind

Industrial

Applications

C. Grünzweig

D. Mannes

80%

Group Leader

F. Schmid

M. Morgano

Projects: ESS & CCMX

P. Trtik

80%

M. Raventos

R. Harti

Trainee

C. Carminati

SINE2020

M. Siegwart

50%

CROSS ENE

J. Valsecci

J. Crha

extern CZ

A. Zehnder

M. Meyer S. Lämmlein

extern EMPA

Page 102: Eberhard H. Lehmann :: Neutron Imaging & Activation Group :: … · 2017. 7. 20. · Neutron Imaging … and options for ... Spallation Neutron Source – example SINQ, PSI • installations

Visit PSI and Switzerland … for collaboration and utilization

102

SINQ