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Infrared Testing of CFRP Components: Comparisons of Approaches using the Tanimoto Criterion by Xavier Maldague Saeed Sojasi, Fariba Khodayar, Fernando Lopez, Clemente Ibarra-Castando, Xavier Maldague, Vladimir P. Vavilov, Arseny O. Chulkov [email protected] http://mivim.gel.ulaval.ca NDT in Canada 2015 Conference, June 15-17, 2015, Edmonton, AB (Canada) - www.ndt.net/app.NDTCanada2015

Infrared Testing of CFRP - Nondestructive testing · Infrared Testing of CFRP Components: Comparisons of Approaches using the Tanimoto Criterion by Xavier Maldague Saeed Sojasi, FaribaKhodayar,

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Page 1: Infrared Testing of CFRP - Nondestructive testing · Infrared Testing of CFRP Components: Comparisons of Approaches using the Tanimoto Criterion by Xavier Maldague Saeed Sojasi, FaribaKhodayar,

Infrared Testing of CFRP

Components: Comparisons of

Approaches using the Tanimoto

Criterion

by

Xavier Maldague

Saeed Sojasi, Fariba Khodayar,

Fernando Lopez, Clemente

Ibarra-Castando, Xavier

Maldague, Vladimir P. Vavilov,

Arseny O. Chulkov

[email protected]

http://mivim.gel.ulaval.ca

ND

T in C

anada 2015 Conference, June 15-17, 2015, E

dmonton, A

B (C

anada) - ww

w.ndt.net/app.N

DT

Canada2015

Page 2: Infrared Testing of CFRP - Nondestructive testing · Infrared Testing of CFRP Components: Comparisons of Approaches using the Tanimoto Criterion by Xavier Maldague Saeed Sojasi, FaribaKhodayar,

2

Outline

1. Review;

2. Case study;

3. Conclusions.

Page 3: Infrared Testing of CFRP - Nondestructive testing · Infrared Testing of CFRP Components: Comparisons of Approaches using the Tanimoto Criterion by Xavier Maldague Saeed Sojasi, FaribaKhodayar,

1. Review1. Review

3

Page 4: Infrared Testing of CFRP - Nondestructive testing · Infrared Testing of CFRP Components: Comparisons of Approaches using the Tanimoto Criterion by Xavier Maldague Saeed Sojasi, FaribaKhodayar,

4

Active and passive thermography scenarios

Page 5: Infrared Testing of CFRP - Nondestructive testing · Infrared Testing of CFRP Components: Comparisons of Approaches using the Tanimoto Criterion by Xavier Maldague Saeed Sojasi, FaribaKhodayar,

Pulsed thermography

5

Page 6: Infrared Testing of CFRP - Nondestructive testing · Infrared Testing of CFRP Components: Comparisons of Approaches using the Tanimoto Criterion by Xavier Maldague Saeed Sojasi, FaribaKhodayar,

Lock-in thermography

6

Page 7: Infrared Testing of CFRP - Nondestructive testing · Infrared Testing of CFRP Components: Comparisons of Approaches using the Tanimoto Criterion by Xavier Maldague Saeed Sojasi, FaribaKhodayar,

Vibro-thermography

7

Page 8: Infrared Testing of CFRP - Nondestructive testing · Infrared Testing of CFRP Components: Comparisons of Approaches using the Tanimoto Criterion by Xavier Maldague Saeed Sojasi, FaribaKhodayar,

LED

8

In this paper, high power LED arrays for pulse and lock-in

thermography are studied. Long pulse LED is compared to

conventional flash thermographic and square wave lock-in LED

excitation is compared to conventional lock-in approach. The

results with LEDs in fact are not good.

Page 9: Infrared Testing of CFRP - Nondestructive testing · Infrared Testing of CFRP Components: Comparisons of Approaches using the Tanimoto Criterion by Xavier Maldague Saeed Sojasi, FaribaKhodayar,

Burst vibro-thermography (left) and lock-in vibro-

thermography (right)

9

Page 10: Infrared Testing of CFRP - Nondestructive testing · Infrared Testing of CFRP Components: Comparisons of Approaches using the Tanimoto Criterion by Xavier Maldague Saeed Sojasi, FaribaKhodayar,

10

Transient regime

T

t

I

t

Pulsed thermography

defective

non-defective

Stationary regime

A

t

ωI

t

Lock-in thermography

φSa

φdef

PT vs. LT: Setup

milliseconds

Page 11: Infrared Testing of CFRP - Nondestructive testing · Infrared Testing of CFRP Components: Comparisons of Approaches using the Tanimoto Criterion by Xavier Maldague Saeed Sojasi, FaribaKhodayar,

11

PT vs. LT: Data acquisition

Pulsed thermography Lock-in thermography

tN

x

y

. . .t1 t2 t3t

∆t

S(t)

s

I

s1

s2s3

s4

ω t

t

tN

x

y

. . .t1 t2 t3t

∆t

TSa(t)

Td(t)

T

t. . .t1 t2 t3 tN

∆t

TSa(t)

tNtw ∆⋅=)(

Td(t)

( ) ( )242

231 SSSSA −+−=

−=

42

31arctanSS

SSφ

Page 12: Infrared Testing of CFRP - Nondestructive testing · Infrared Testing of CFRP Components: Comparisons of Approaches using the Tanimoto Criterion by Xavier Maldague Saeed Sojasi, FaribaKhodayar,

12

PT vs. LT: Basic processing

Pulsed thermography Lock-in thermography

tN

x

y

. . .t1 t2 t3t

∆t

defect

TSa(t)

Td(t)

T

t. . .t1 t2 t3 tN

∆T

0

∆Tmax

)()()( tTtTtTaSd −=∆

fN

x

y

. . .f1 f2 f3f

∆f

defect

φSa(t)

φd(t)

0

φi,j(f)

. . .

f

f1 f2

∆f

φSa(f)

φd(f)

f3

∆φi,j(f)

−=

42

31arctan1 SS

SSωφ

fN

Page 13: Infrared Testing of CFRP - Nondestructive testing · Infrared Testing of CFRP Components: Comparisons of Approaches using the Tanimoto Criterion by Xavier Maldague Saeed Sojasi, FaribaKhodayar,

Advanced processing

�Differential absolute contrast, DAC

� Thermographic signal reconstruction, TSR

�Pulsed phase thermography, PPT

13

( )tTt

ttTT ddac

′⋅′

−=∆ )(

( ) ( )te

QT πln

2

1lnln −

=∆

( ) nn

N

k

Nnkjn tkTtF ImReexp

1

0

)2( +=∆∆= ∑−

=

− π

Page 14: Infrared Testing of CFRP - Nondestructive testing · Infrared Testing of CFRP Components: Comparisons of Approaches using the Tanimoto Criterion by Xavier Maldague Saeed Sojasi, FaribaKhodayar,

Advanced processing

�Principal components thermography, PCT

�Partial least square, PLST

14

TUSVA =

FUQY

ETPX

T

T

+=

+=

Page 15: Infrared Testing of CFRP - Nondestructive testing · Infrared Testing of CFRP Components: Comparisons of Approaches using the Tanimoto Criterion by Xavier Maldague Saeed Sojasi, FaribaKhodayar,

PT characteristics LT characteristics VT characteristics

PT, LT and VT characteristics

� Several frequencies tested at a time (fast);

� Transient regime;

� Requires synchronization between the heat pulse and the acquisition;

� Affected by typical active thermography problems (non-uniform heating, emissivity variations, reflections, surface geometry..);

� Quantification requires advanced processing techniques;

� Typically, lots of energy are used in a single experiment

� One frequency tested at a time;

� Steady state regime;

� Requires monitoring the time dependence between the reference input signal and the output signal;

� Phase data is less affected than the raw temperature by typical active thermography problems;

� Quantification is straightforward through the diffusion length equation;

� Better control on the energy delivered to the specimen

� Under the effect of mechanical vibrations induced externally to the structure at a few fixed frequencies

� Heat is related by friction precisely at defect locations

� Makes use of mechanical waves to directly stimulate defects without heating the surface as in optical methods

� Mechanical elastic waves travel faster in solids and liquids than through the air

Page 16: Infrared Testing of CFRP - Nondestructive testing · Infrared Testing of CFRP Components: Comparisons of Approaches using the Tanimoto Criterion by Xavier Maldague Saeed Sojasi, FaribaKhodayar,

3. Case study:

CFRP006

3. Case study:

CFRP006

16

Page 17: Infrared Testing of CFRP - Nondestructive testing · Infrared Testing of CFRP Components: Comparisons of Approaches using the Tanimoto Criterion by Xavier Maldague Saeed Sojasi, FaribaKhodayar,

Setup

17

MWIR cooled

camera

MWIR cooled

camera

2 halogen lamps

Carbon fiber–

reinforced polymer

Carbon fiber–

reinforced polymer

Page 18: Infrared Testing of CFRP - Nondestructive testing · Infrared Testing of CFRP Components: Comparisons of Approaches using the Tanimoto Criterion by Xavier Maldague Saeed Sojasi, FaribaKhodayar,

Schematic representation and defect location for

specimen CFRP006

18

Page 19: Infrared Testing of CFRP - Nondestructive testing · Infrared Testing of CFRP Components: Comparisons of Approaches using the Tanimoto Criterion by Xavier Maldague Saeed Sojasi, FaribaKhodayar,

Summary of quantification results of PT

19

Raw image TSR(polynomial 4 and derivative 1) PCT

PPT PLST

Page 20: Infrared Testing of CFRP - Nondestructive testing · Infrared Testing of CFRP Components: Comparisons of Approaches using the Tanimoto Criterion by Xavier Maldague Saeed Sojasi, FaribaKhodayar,

Summary of quantification results of PT

20

0

10

20

30

40

50

60

70

80

90

100

t =1 .109 s polynomial 4 and

derivative 1 t = 0.03 6 s

polynomial 4 and

derivative 2 t = 0.05 4 s

EOF4 Phase image, f = 0.27

Hz

4th PLS loading

Pulsed Thermography

DAC

TSR

PCT

PPT

PLS

Page 21: Infrared Testing of CFRP - Nondestructive testing · Infrared Testing of CFRP Components: Comparisons of Approaches using the Tanimoto Criterion by Xavier Maldague Saeed Sojasi, FaribaKhodayar,

Summary of quantification results of LT(f=100mHZ)

21

Raw image

PCT

PPT

PLST

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22

0

10

20

30

40

50

60

70

80

90

100

f = 100 mHz f = 200 mHz f = 300 mHz f = 400 mHz f = 700 mHz f = 1200 mHz

Lock-in Thermography

PCT

PPT

PLS

Summary of quantification results of LT

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Summary of quantification results of VT(20kHz 0.125Hz 00-50 pct)

23

Raw image

PCT

PPT

PLST

Page 24: Infrared Testing of CFRP - Nondestructive testing · Infrared Testing of CFRP Components: Comparisons of Approaches using the Tanimoto Criterion by Xavier Maldague Saeed Sojasi, FaribaKhodayar,

VT(20kHz 0.125Hz 00-50 pct)

24

0

10

20

30

40

50

60

70

20kHz 0.125Hz 00-50 pct 20kHz 0.250Hz 00-50 pct 20kHz 0.250Hz 20-50 pct 20kHz 0.500Hz 20-50 pct 20kHz 0.500Hz 30-50 pct

Vibrothermography

PCT

PPT

PLS

Page 25: Infrared Testing of CFRP - Nondestructive testing · Infrared Testing of CFRP Components: Comparisons of Approaches using the Tanimoto Criterion by Xavier Maldague Saeed Sojasi, FaribaKhodayar,

Summary of quantification results of LED

25

0

5

10

15

20

25

30

35

40

45

50

t = 0.98 s polynomial 4 and

derivative 1

polynomial 4 and

derivative 2

EOF3 EOF2 f = 0.25 Hz f = 0.30 Hz 2nd PLS loading 2nd PLS loading

Tan

imo

to c

rite

rio

n

%

Achsentitel

LED

DAC (Pulsed thermography) TSR (Pulsed thermography) PCT (Pulsed thermography) PCT (Lock-in)

PPT (Pulsed thermography ) PPT (Lock-in) PLS (Pulsed thermography) PLS (Lock-in)

Page 26: Infrared Testing of CFRP - Nondestructive testing · Infrared Testing of CFRP Components: Comparisons of Approaches using the Tanimoto Criterion by Xavier Maldague Saeed Sojasi, FaribaKhodayar,

4. Conclusions4. Conclusions

26

Page 27: Infrared Testing of CFRP - Nondestructive testing · Infrared Testing of CFRP Components: Comparisons of Approaches using the Tanimoto Criterion by Xavier Maldague Saeed Sojasi, FaribaKhodayar,

Conclusion

27

It has been confirmed experimentally that infrared thermography is

a useful tool in non-destructive testing of CFRP composite. There

are different thermal NDT techniques of which efficiency depends

on material characteristics test conditions. In this paper, four types

of stimulating sources (pulse, lock-in, vibro and LED) have been

applied to a CFRP laminate. The qualitative defect detection based

on Tanimoto criterion was used to compare different signal

processing methods. In the raw images, the defects which are large

and near the surface are easily observed. To detect the defects

which are smaller and deeper, signal processing techniques such as

TSR, DAC, PPT, PCT and PLST need to be used. Surprisingly, the

results of using LED heating have not confirmed efficiency of this

stimulation approach, probably, because of slow and low power

input.

Page 28: Infrared Testing of CFRP - Nondestructive testing · Infrared Testing of CFRP Components: Comparisons of Approaches using the Tanimoto Criterion by Xavier Maldague Saeed Sojasi, FaribaKhodayar,

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