SlideShare a Scribd company logo
1 of 1
Download to read offline
Distance transforms and correlation maps for advanced
3D analysis of impact damage in composite panels.
Fabien Léonard1
and Jasmin Stein2
1
BAM – Federal Institute for Materials Research and Testing, Unter den Eichen 87, 12205 Berlin, GERMANY
2
TWI Ltd., Granta Park, Great Abington, Cambridge, CB21 6AL, UK
Introduction
The development of better composite materials for aerospace
applications requires an improved understanding of how dam-
age is generated within composite laminated structures follow-
ing a low velocity impact event.
Whilst most non-destructive techniques provide only 2D in-
formation, X-ray computed tomography can provide a full 3D
characterisation of the damage within a composite panel.
However, new CT data processing methods must be developed
to extract the relevant metrics and link the damage to the
composite structure (ply-by-ply damage separation).
Objectives
• Assess non-destructively and in 3D impact damage
• Link damage to structure (ply-by-ply damage separation)
• Extract meaningful damage metrics
Experimental details
The specimens are composite panels used as primary structures for aerospace applications. The reinforcement is a unidirec-
tional carbon fibre fabric bound with glass fibre yarns in a high glass transition temperature epoxy resin matrix.
Each panel consisted of 8 plies with ply angles of
0◦
and 90◦
, giving a complete lay-up sequence of
[(0◦
/90◦
)2]s detailled in Figure 1. The composite lam-
inates were manufactured by vacuum assisted resin
film infusion (VARFI).
Impact tests were carried out at 5 J, 10 J, 15J, and
20 J, according to the methodology of Prichard and
Hogg [1] with a specimen size of 89 mm x 55 mm
x 3 mm, an impactor mass of 5.048 kg and a hemi-
spherical tup 20 mm in diameter.
After impact test, the specimens were CT scanned
on a Nikon Metrology 225 kV system with the follow-
ing settings: 35.7 µm voxel size, Cu target, 60 kV,
175 µA, 2s exposure time, and 3142 projections.
Ply No. Angle (◦
) Interface
1 0
1
2 90
2
3 0
3
4 90
4
5 90
5
6 0
6
7 90
7
8 0
(a) Ply number, fibre orientation and interface numbering (b) Lay-up sequence
Figure 1: Overview of lay-up sequence of composite panels.
Data processing
The approach proposed here relies on the combination of two
distance transforms taken from different reference points into
a single map, called damage correlation map.
This approach provides a 2D map (Fig. 2e and 3) that more
clearly represents the complex 3D morphology of the impact
damage than previous work [2].
It also improves the accuracy of the damage separation and
subsequent analysis, as the panel distortion is better accounted
for. An overview of the data processing methodology is given
in Figure 2.
(a) Raw 2D slice
(b) Labelled damage
(c) Damage distance transform from impact face
(d) Damage distance transform from damage centre line
(e) Damage correlation map
Figure 2: Data processing workflow for panel impacted at 10 J.
Results
• Damage correlation map
The damage correlation map approach proposed here, gives an improved representation of the impact damage occurring within
the composite panel. Figure 3 clearly shows the greater impact damage in the panel tested at 15 J, as well as the greater
distortion close to the panel centre line and the wider delamination opening, compared to that of the 5 J panel. The damage
correlation maps can also be used to separate the segmented damage for each individual plies, as can be seen in Figure 4.
(a) 5 J (b) 15 J
Figure 3: Damage correlation maps for panels impacted at 5 J and 15 J.
• Ply-by-ply damage separation
The damage can be related to each individual ply and therefore, the evolution of the damage created versus the impact energy
can be measured qualitatively and quantitatively. In addition to global measurements, local measurements such as damage
volume, maximum delamination length and width, or projected damage area, can be obtained for each ply of the structure.
These measurements are required to improve our understanding of the type (failure mode) and extent of the impact damage.
(a) 5 J interface 1 (0◦
/90◦
) (b) 5 J interface 2 (90◦
/0◦
) (c) 5 J interface 3 (0◦
/90◦
) (d) 5 J interface 5 (90◦
/0◦
) (e) 5 J interface 6 (0◦
/90◦
) (f) 5 J interface 7 (90◦
/0◦
)
(g) 15 J interface 1 (0◦
/90◦
) (h) 15 J interface 2 (90◦
/0◦
) (i) 15 J interface 3 (0◦
/90◦
) (j) 15 J interface 5 (90◦
/0◦
) (k) 15 J interface 6 (0◦
/90◦
) (l) 15 J interface 7 (90◦
/0◦
)
Figure 4: Ply-by-ply damage separation according to damage correlation map for 5 J and 15 J impact energies.
References
[1] Prichard and Hogg The role of impact damage in post-impact
compression testing. Composites, 21(6) : 503–511, 1990.
[2] McCombe, Rouse, et al. X-ray damage characterisation in self-
healing fibre reinforced polymers. Composites Part A: Applied Science
and Manufacturing, 43(4):613–620, April 2012.
Contact details
fabien.leonard@bam.de
+49 30 8104 4627
+49 30 8104 1837
BAM website: http://www.bam.de
Conclusions
• Impact damage in composite panels can be fully assesses in 3D using X-ray computed tomography.
• An innovative data processing methodology using distance transforms and correlation maps has been developed to
provide qualitative and quantitative measurements for each individual ply of the laminates.
• The separation of the impact damage ply-by-ply is needed to improve our understanding of the type (failure mode) and
extent of the impact damage.
• The information provided here is essential both in terms of understanding the capacity of composites to absorb energy under
impact and to predict the residual strength/capability of composite laminates.
• Such data processing methodology is not limited to polymer composite laminates and could be applied to fibre metal
laminates (FML) or composite parts with complex geometries.

More Related Content

What's hot

Crack Investigation of Rotating Cantilever Beam by Fractal Dimension Analysis
Crack Investigation of Rotating Cantilever Beam by Fractal Dimension AnalysisCrack Investigation of Rotating Cantilever Beam by Fractal Dimension Analysis
Crack Investigation of Rotating Cantilever Beam by Fractal Dimension Analysisah7med
 
The Comparative Study of Gray Model and Markov Model in Pavement Performance ...
The Comparative Study of Gray Model and Markov Model in Pavement Performance ...The Comparative Study of Gray Model and Markov Model in Pavement Performance ...
The Comparative Study of Gray Model and Markov Model in Pavement Performance ...IJERA Editor
 
Sample solved questions in fatigue
Sample solved questions in fatigueSample solved questions in fatigue
Sample solved questions in fatigueJames Mutua
 
Pix4D quality report for July 21 2017 RGB of terraref.org sorghum at Maricopa...
Pix4D quality report for July 21 2017 RGB of terraref.org sorghum at Maricopa...Pix4D quality report for July 21 2017 RGB of terraref.org sorghum at Maricopa...
Pix4D quality report for July 21 2017 RGB of terraref.org sorghum at Maricopa...Rick Ward
 
1 Bligh Sydney Modelling Project
1 Bligh Sydney Modelling Project1 Bligh Sydney Modelling Project
1 Bligh Sydney Modelling ProjectJoshua Yu
 
EV-SIFT - An Extended Scale Invariant Face Recognition for Plastic Surgery Fa...
EV-SIFT - An Extended Scale Invariant Face Recognition for Plastic Surgery Fa...EV-SIFT - An Extended Scale Invariant Face Recognition for Plastic Surgery Fa...
EV-SIFT - An Extended Scale Invariant Face Recognition for Plastic Surgery Fa...IJECEIAES
 
D.H. Gordon et al., Polymer, 35, (1994) 2554 - 2559.
D.H. Gordon et al., Polymer, 35, (1994) 2554 - 2559.D.H. Gordon et al., Polymer, 35, (1994) 2554 - 2559.
D.H. Gordon et al., Polymer, 35, (1994) 2554 - 2559.Duncan Gordon
 
Frictional contact and wear along virtual interfaces
Frictional contact and wear along virtual interfacesFrictional contact and wear along virtual interfaces
Frictional contact and wear along virtual interfacesBasavaRaju Akula
 
Wujanz_Error_Projection_2011
Wujanz_Error_Projection_2011Wujanz_Error_Projection_2011
Wujanz_Error_Projection_2011Jacob Collstrup
 
Optimization of the Superfinishing Process Using Different Types of Stones
Optimization of the Superfinishing Process Using Different Types of StonesOptimization of the Superfinishing Process Using Different Types of Stones
Optimization of the Superfinishing Process Using Different Types of StonesIDES Editor
 
The Strong Form Collocation Method for the Prediction of Polycrystalline Soli...
The Strong Form Collocation Method for the Prediction of Polycrystalline Soli...The Strong Form Collocation Method for the Prediction of Polycrystalline Soli...
The Strong Form Collocation Method for the Prediction of Polycrystalline Soli...Ashkan Almasi
 
Frictional Contact and Wear Along Virtual Interfaces: Coupling the Mortar Met...
Frictional Contact and Wear Along Virtual Interfaces: Coupling the Mortar Met...Frictional Contact and Wear Along Virtual Interfaces: Coupling the Mortar Met...
Frictional Contact and Wear Along Virtual Interfaces: Coupling the Mortar Met...BasavaRaju Akula
 
NEW ANALYTICAL MODEL AND SIMULATION OF INTRINSIC STRESS IN SILICON GERMANIUM ...
NEW ANALYTICAL MODEL AND SIMULATION OF INTRINSIC STRESS IN SILICON GERMANIUM ...NEW ANALYTICAL MODEL AND SIMULATION OF INTRINSIC STRESS IN SILICON GERMANIUM ...
NEW ANALYTICAL MODEL AND SIMULATION OF INTRINSIC STRESS IN SILICON GERMANIUM ...ijctcm
 
DRAFT MEng Final Report 14052571
DRAFT MEng Final Report 14052571DRAFT MEng Final Report 14052571
DRAFT MEng Final Report 14052571William Gaffney
 
BAYESIAN CLASSIFICATION OF FABRICS USING BINARY CO-OCCURRENCE MATRIX
BAYESIAN CLASSIFICATION OF FABRICS USING BINARY CO-OCCURRENCE MATRIXBAYESIAN CLASSIFICATION OF FABRICS USING BINARY CO-OCCURRENCE MATRIX
BAYESIAN CLASSIFICATION OF FABRICS USING BINARY CO-OCCURRENCE MATRIXijistjournal
 

What's hot (15)

Crack Investigation of Rotating Cantilever Beam by Fractal Dimension Analysis
Crack Investigation of Rotating Cantilever Beam by Fractal Dimension AnalysisCrack Investigation of Rotating Cantilever Beam by Fractal Dimension Analysis
Crack Investigation of Rotating Cantilever Beam by Fractal Dimension Analysis
 
The Comparative Study of Gray Model and Markov Model in Pavement Performance ...
The Comparative Study of Gray Model and Markov Model in Pavement Performance ...The Comparative Study of Gray Model and Markov Model in Pavement Performance ...
The Comparative Study of Gray Model and Markov Model in Pavement Performance ...
 
Sample solved questions in fatigue
Sample solved questions in fatigueSample solved questions in fatigue
Sample solved questions in fatigue
 
Pix4D quality report for July 21 2017 RGB of terraref.org sorghum at Maricopa...
Pix4D quality report for July 21 2017 RGB of terraref.org sorghum at Maricopa...Pix4D quality report for July 21 2017 RGB of terraref.org sorghum at Maricopa...
Pix4D quality report for July 21 2017 RGB of terraref.org sorghum at Maricopa...
 
1 Bligh Sydney Modelling Project
1 Bligh Sydney Modelling Project1 Bligh Sydney Modelling Project
1 Bligh Sydney Modelling Project
 
EV-SIFT - An Extended Scale Invariant Face Recognition for Plastic Surgery Fa...
EV-SIFT - An Extended Scale Invariant Face Recognition for Plastic Surgery Fa...EV-SIFT - An Extended Scale Invariant Face Recognition for Plastic Surgery Fa...
EV-SIFT - An Extended Scale Invariant Face Recognition for Plastic Surgery Fa...
 
D.H. Gordon et al., Polymer, 35, (1994) 2554 - 2559.
D.H. Gordon et al., Polymer, 35, (1994) 2554 - 2559.D.H. Gordon et al., Polymer, 35, (1994) 2554 - 2559.
D.H. Gordon et al., Polymer, 35, (1994) 2554 - 2559.
 
Frictional contact and wear along virtual interfaces
Frictional contact and wear along virtual interfacesFrictional contact and wear along virtual interfaces
Frictional contact and wear along virtual interfaces
 
Wujanz_Error_Projection_2011
Wujanz_Error_Projection_2011Wujanz_Error_Projection_2011
Wujanz_Error_Projection_2011
 
Optimization of the Superfinishing Process Using Different Types of Stones
Optimization of the Superfinishing Process Using Different Types of StonesOptimization of the Superfinishing Process Using Different Types of Stones
Optimization of the Superfinishing Process Using Different Types of Stones
 
The Strong Form Collocation Method for the Prediction of Polycrystalline Soli...
The Strong Form Collocation Method for the Prediction of Polycrystalline Soli...The Strong Form Collocation Method for the Prediction of Polycrystalline Soli...
The Strong Form Collocation Method for the Prediction of Polycrystalline Soli...
 
Frictional Contact and Wear Along Virtual Interfaces: Coupling the Mortar Met...
Frictional Contact and Wear Along Virtual Interfaces: Coupling the Mortar Met...Frictional Contact and Wear Along Virtual Interfaces: Coupling the Mortar Met...
Frictional Contact and Wear Along Virtual Interfaces: Coupling the Mortar Met...
 
NEW ANALYTICAL MODEL AND SIMULATION OF INTRINSIC STRESS IN SILICON GERMANIUM ...
NEW ANALYTICAL MODEL AND SIMULATION OF INTRINSIC STRESS IN SILICON GERMANIUM ...NEW ANALYTICAL MODEL AND SIMULATION OF INTRINSIC STRESS IN SILICON GERMANIUM ...
NEW ANALYTICAL MODEL AND SIMULATION OF INTRINSIC STRESS IN SILICON GERMANIUM ...
 
DRAFT MEng Final Report 14052571
DRAFT MEng Final Report 14052571DRAFT MEng Final Report 14052571
DRAFT MEng Final Report 14052571
 
BAYESIAN CLASSIFICATION OF FABRICS USING BINARY CO-OCCURRENCE MATRIX
BAYESIAN CLASSIFICATION OF FABRICS USING BINARY CO-OCCURRENCE MATRIXBAYESIAN CLASSIFICATION OF FABRICS USING BINARY CO-OCCURRENCE MATRIX
BAYESIAN CLASSIFICATION OF FABRICS USING BINARY CO-OCCURRENCE MATRIX
 

Similar to 3D Impact Damage Analysis in Composites Using Distance Transforms

3D Damage Characterisation in Composite Impacted Panels by Laboratory X-ray C...
3D Damage Characterisation in Composite Impacted Panels by Laboratory X-ray C...3D Damage Characterisation in Composite Impacted Panels by Laboratory X-ray C...
3D Damage Characterisation in Composite Impacted Panels by Laboratory X-ray C...Fabien Léonard
 
IRJET- Cantilever Beam Crack Detection using FEA and FFT Analyser
IRJET- Cantilever Beam Crack Detection using FEA and FFT AnalyserIRJET- Cantilever Beam Crack Detection using FEA and FFT Analyser
IRJET- Cantilever Beam Crack Detection using FEA and FFT AnalyserIRJET Journal
 
An Innovative Use of X-ray Computed Tomography in Composite Impact Damage Cha...
An Innovative Use of X-ray Computed Tomography in Composite Impact Damage Cha...An Innovative Use of X-ray Computed Tomography in Composite Impact Damage Cha...
An Innovative Use of X-ray Computed Tomography in Composite Impact Damage Cha...Fabien Léonard
 
Comparative Study of Ferrocement Panels Under Blast Loading by Finite Element...
Comparative Study of Ferrocement Panels Under Blast Loading by Finite Element...Comparative Study of Ferrocement Panels Under Blast Loading by Finite Element...
Comparative Study of Ferrocement Panels Under Blast Loading by Finite Element...IRJET Journal
 
FINITE ELEMENT ANALYSIS OF RIGID PAVEMENT USING EVERFE2.24& COMPARISION OF RE...
FINITE ELEMENT ANALYSIS OF RIGID PAVEMENT USING EVERFE2.24& COMPARISION OF RE...FINITE ELEMENT ANALYSIS OF RIGID PAVEMENT USING EVERFE2.24& COMPARISION OF RE...
FINITE ELEMENT ANALYSIS OF RIGID PAVEMENT USING EVERFE2.24& COMPARISION OF RE...civej
 
Impact and Post Impact Delamination Evolution of Toughened Aero Grade Benzoxa...
Impact and Post Impact Delamination Evolution of Toughened Aero Grade Benzoxa...Impact and Post Impact Delamination Evolution of Toughened Aero Grade Benzoxa...
Impact and Post Impact Delamination Evolution of Toughened Aero Grade Benzoxa...Altair
 
Determination Of Geometric Stress Intensity Factor For A Photoelastic Compac...
Determination Of  Geometric Stress Intensity Factor For A Photoelastic Compac...Determination Of  Geometric Stress Intensity Factor For A Photoelastic Compac...
Determination Of Geometric Stress Intensity Factor For A Photoelastic Compac...Anupam Dhyani
 
Effect of lamination angle on maximum deflection of simply supported composit...
Effect of lamination angle on maximum deflection of simply supported composit...Effect of lamination angle on maximum deflection of simply supported composit...
Effect of lamination angle on maximum deflection of simply supported composit...RAVI KUMAR
 
Alternative Method for Determining the Elastic Modulus of Concrete
Alternative Method for Determining the Elastic Modulus of ConcreteAlternative Method for Determining the Elastic Modulus of Concrete
Alternative Method for Determining the Elastic Modulus of ConcreteIJERA Editor
 
Tailoring fracture strength of graphene
Tailoring fracture strength of grapheneTailoring fracture strength of graphene
Tailoring fracture strength of grapheneNuwan Dewapriya
 
Modeling Curvature Damage Surface for Damage Detection in Cantilever Beam
Modeling Curvature Damage Surface for Damage Detection in Cantilever BeamModeling Curvature Damage Surface for Damage Detection in Cantilever Beam
Modeling Curvature Damage Surface for Damage Detection in Cantilever BeamIDES Editor
 
Modeling Curvature Damage Surface for Damage Detection in Cantilever Beam
Modeling Curvature Damage Surface for Damage Detection in Cantilever BeamModeling Curvature Damage Surface for Damage Detection in Cantilever Beam
Modeling Curvature Damage Surface for Damage Detection in Cantilever BeamIDES Editor
 
Experimental and numerical evaluation of plasticity model with ductile damage...
Experimental and numerical evaluation of plasticity model with ductile damage...Experimental and numerical evaluation of plasticity model with ductile damage...
Experimental and numerical evaluation of plasticity model with ductile damage...IJERA Editor
 
Experimental and numerical evaluation of plasticity model with ductile damage...
Experimental and numerical evaluation of plasticity model with ductile damage...Experimental and numerical evaluation of plasticity model with ductile damage...
Experimental and numerical evaluation of plasticity model with ductile damage...IJERA Editor
 
Damage Detection based on the Natural Frequency shifting of a clamped rectang...
Damage Detection based on the Natural Frequency shifting of a clamped rectang...Damage Detection based on the Natural Frequency shifting of a clamped rectang...
Damage Detection based on the Natural Frequency shifting of a clamped rectang...Irfan Hilmy
 
Building occupants’ comfort assessment in the PBWE framework
Building occupants’ comfort assessment in the PBWE frameworkBuilding occupants’ comfort assessment in the PBWE framework
Building occupants’ comfort assessment in the PBWE frameworkFranco Bontempi
 
IRJET- Evaluation of Vertical Compressive Stress on Stabilized Subgrade in Pa...
IRJET- Evaluation of Vertical Compressive Stress on Stabilized Subgrade in Pa...IRJET- Evaluation of Vertical Compressive Stress on Stabilized Subgrade in Pa...
IRJET- Evaluation of Vertical Compressive Stress on Stabilized Subgrade in Pa...IRJET Journal
 
How to deal with the annoying "Hot Spots" in finite element analysis
How to deal with the annoying "Hot Spots" in finite element analysisHow to deal with the annoying "Hot Spots" in finite element analysis
How to deal with the annoying "Hot Spots" in finite element analysisJon Svenninggaard
 

Similar to 3D Impact Damage Analysis in Composites Using Distance Transforms (20)

3D Damage Characterisation in Composite Impacted Panels by Laboratory X-ray C...
3D Damage Characterisation in Composite Impacted Panels by Laboratory X-ray C...3D Damage Characterisation in Composite Impacted Panels by Laboratory X-ray C...
3D Damage Characterisation in Composite Impacted Panels by Laboratory X-ray C...
 
IRJET- Cantilever Beam Crack Detection using FEA and FFT Analyser
IRJET- Cantilever Beam Crack Detection using FEA and FFT AnalyserIRJET- Cantilever Beam Crack Detection using FEA and FFT Analyser
IRJET- Cantilever Beam Crack Detection using FEA and FFT Analyser
 
An Innovative Use of X-ray Computed Tomography in Composite Impact Damage Cha...
An Innovative Use of X-ray Computed Tomography in Composite Impact Damage Cha...An Innovative Use of X-ray Computed Tomography in Composite Impact Damage Cha...
An Innovative Use of X-ray Computed Tomography in Composite Impact Damage Cha...
 
Comparative Study of Ferrocement Panels Under Blast Loading by Finite Element...
Comparative Study of Ferrocement Panels Under Blast Loading by Finite Element...Comparative Study of Ferrocement Panels Under Blast Loading by Finite Element...
Comparative Study of Ferrocement Panels Under Blast Loading by Finite Element...
 
FINITE ELEMENT ANALYSIS OF RIGID PAVEMENT USING EVERFE2.24& COMPARISION OF RE...
FINITE ELEMENT ANALYSIS OF RIGID PAVEMENT USING EVERFE2.24& COMPARISION OF RE...FINITE ELEMENT ANALYSIS OF RIGID PAVEMENT USING EVERFE2.24& COMPARISION OF RE...
FINITE ELEMENT ANALYSIS OF RIGID PAVEMENT USING EVERFE2.24& COMPARISION OF RE...
 
Impact and Post Impact Delamination Evolution of Toughened Aero Grade Benzoxa...
Impact and Post Impact Delamination Evolution of Toughened Aero Grade Benzoxa...Impact and Post Impact Delamination Evolution of Toughened Aero Grade Benzoxa...
Impact and Post Impact Delamination Evolution of Toughened Aero Grade Benzoxa...
 
Ujme1 15102868
Ujme1 15102868Ujme1 15102868
Ujme1 15102868
 
Determination Of Geometric Stress Intensity Factor For A Photoelastic Compac...
Determination Of  Geometric Stress Intensity Factor For A Photoelastic Compac...Determination Of  Geometric Stress Intensity Factor For A Photoelastic Compac...
Determination Of Geometric Stress Intensity Factor For A Photoelastic Compac...
 
Effect of lamination angle on maximum deflection of simply supported composit...
Effect of lamination angle on maximum deflection of simply supported composit...Effect of lamination angle on maximum deflection of simply supported composit...
Effect of lamination angle on maximum deflection of simply supported composit...
 
Alternative Method for Determining the Elastic Modulus of Concrete
Alternative Method for Determining the Elastic Modulus of ConcreteAlternative Method for Determining the Elastic Modulus of Concrete
Alternative Method for Determining the Elastic Modulus of Concrete
 
Tailoring fracture strength of graphene
Tailoring fracture strength of grapheneTailoring fracture strength of graphene
Tailoring fracture strength of graphene
 
P01254123131
P01254123131P01254123131
P01254123131
 
Modeling Curvature Damage Surface for Damage Detection in Cantilever Beam
Modeling Curvature Damage Surface for Damage Detection in Cantilever BeamModeling Curvature Damage Surface for Damage Detection in Cantilever Beam
Modeling Curvature Damage Surface for Damage Detection in Cantilever Beam
 
Modeling Curvature Damage Surface for Damage Detection in Cantilever Beam
Modeling Curvature Damage Surface for Damage Detection in Cantilever BeamModeling Curvature Damage Surface for Damage Detection in Cantilever Beam
Modeling Curvature Damage Surface for Damage Detection in Cantilever Beam
 
Experimental and numerical evaluation of plasticity model with ductile damage...
Experimental and numerical evaluation of plasticity model with ductile damage...Experimental and numerical evaluation of plasticity model with ductile damage...
Experimental and numerical evaluation of plasticity model with ductile damage...
 
Experimental and numerical evaluation of plasticity model with ductile damage...
Experimental and numerical evaluation of plasticity model with ductile damage...Experimental and numerical evaluation of plasticity model with ductile damage...
Experimental and numerical evaluation of plasticity model with ductile damage...
 
Damage Detection based on the Natural Frequency shifting of a clamped rectang...
Damage Detection based on the Natural Frequency shifting of a clamped rectang...Damage Detection based on the Natural Frequency shifting of a clamped rectang...
Damage Detection based on the Natural Frequency shifting of a clamped rectang...
 
Building occupants’ comfort assessment in the PBWE framework
Building occupants’ comfort assessment in the PBWE frameworkBuilding occupants’ comfort assessment in the PBWE framework
Building occupants’ comfort assessment in the PBWE framework
 
IRJET- Evaluation of Vertical Compressive Stress on Stabilized Subgrade in Pa...
IRJET- Evaluation of Vertical Compressive Stress on Stabilized Subgrade in Pa...IRJET- Evaluation of Vertical Compressive Stress on Stabilized Subgrade in Pa...
IRJET- Evaluation of Vertical Compressive Stress on Stabilized Subgrade in Pa...
 
How to deal with the annoying "Hot Spots" in finite element analysis
How to deal with the annoying "Hot Spots" in finite element analysisHow to deal with the annoying "Hot Spots" in finite element analysis
How to deal with the annoying "Hot Spots" in finite element analysis
 

More from Fabien Léonard

3D Characterisation of Pore Distribution in Resin Film Infused Composites
3D Characterisation of Pore Distribution in Resin Film Infused Composites3D Characterisation of Pore Distribution in Resin Film Infused Composites
3D Characterisation of Pore Distribution in Resin Film Infused CompositesFabien Léonard
 
XCT to assess defects in titanium ALM parts
XCT to assess defects in titanium ALM partsXCT to assess defects in titanium ALM parts
XCT to assess defects in titanium ALM partsFabien Léonard
 
Impact damage characterisation of fibre metal laminates by X-ray computed tom...
Impact damage characterisation of fibre metal laminates by X-ray computed tom...Impact damage characterisation of fibre metal laminates by X-ray computed tom...
Impact damage characterisation of fibre metal laminates by X-ray computed tom...Fabien Léonard
 
Fracture behaviour and damage characterisation in composite impact panels by ...
Fracture behaviour and damage characterisation in composite impact panels by ...Fracture behaviour and damage characterisation in composite impact panels by ...
Fracture behaviour and damage characterisation in composite impact panels by ...Fabien Léonard
 
3D Characterisation of Void Distribution in Resin Film Infused Composites
3D Characterisation of Void Distribution in Resin Film Infused Composites3D Characterisation of Void Distribution in Resin Film Infused Composites
3D Characterisation of Void Distribution in Resin Film Infused CompositesFabien Léonard
 
Assessment by X-ray CT of the effect of geometry and build direction on defec...
Assessment by X-ray CT of the effect of geometry and build direction on defec...Assessment by X-ray CT of the effect of geometry and build direction on defec...
Assessment by X-ray CT of the effect of geometry and build direction on defec...Fabien Léonard
 
X-ray Computed Tomography: A New Dimension in Materials Science
X-ray Computed Tomography: A New Dimension in Materials ScienceX-ray Computed Tomography: A New Dimension in Materials Science
X-ray Computed Tomography: A New Dimension in Materials ScienceFabien Léonard
 

More from Fabien Léonard (8)

3D Characterisation of Pore Distribution in Resin Film Infused Composites
3D Characterisation of Pore Distribution in Resin Film Infused Composites3D Characterisation of Pore Distribution in Resin Film Infused Composites
3D Characterisation of Pore Distribution in Resin Film Infused Composites
 
XCT to assess defects in titanium ALM parts
XCT to assess defects in titanium ALM partsXCT to assess defects in titanium ALM parts
XCT to assess defects in titanium ALM parts
 
Impact damage characterisation of fibre metal laminates by X-ray computed tom...
Impact damage characterisation of fibre metal laminates by X-ray computed tom...Impact damage characterisation of fibre metal laminates by X-ray computed tom...
Impact damage characterisation of fibre metal laminates by X-ray computed tom...
 
Fracture behaviour and damage characterisation in composite impact panels by ...
Fracture behaviour and damage characterisation in composite impact panels by ...Fracture behaviour and damage characterisation in composite impact panels by ...
Fracture behaviour and damage characterisation in composite impact panels by ...
 
Introduction
IntroductionIntroduction
Introduction
 
3D Characterisation of Void Distribution in Resin Film Infused Composites
3D Characterisation of Void Distribution in Resin Film Infused Composites3D Characterisation of Void Distribution in Resin Film Infused Composites
3D Characterisation of Void Distribution in Resin Film Infused Composites
 
Assessment by X-ray CT of the effect of geometry and build direction on defec...
Assessment by X-ray CT of the effect of geometry and build direction on defec...Assessment by X-ray CT of the effect of geometry and build direction on defec...
Assessment by X-ray CT of the effect of geometry and build direction on defec...
 
X-ray Computed Tomography: A New Dimension in Materials Science
X-ray Computed Tomography: A New Dimension in Materials ScienceX-ray Computed Tomography: A New Dimension in Materials Science
X-ray Computed Tomography: A New Dimension in Materials Science
 

Recently uploaded

Pests of cotton_Sucking_Pests_Dr.UPR.pdf
Pests of cotton_Sucking_Pests_Dr.UPR.pdfPests of cotton_Sucking_Pests_Dr.UPR.pdf
Pests of cotton_Sucking_Pests_Dr.UPR.pdfPirithiRaju
 
PossibleEoarcheanRecordsoftheGeomagneticFieldPreservedintheIsuaSupracrustalBe...
PossibleEoarcheanRecordsoftheGeomagneticFieldPreservedintheIsuaSupracrustalBe...PossibleEoarcheanRecordsoftheGeomagneticFieldPreservedintheIsuaSupracrustalBe...
PossibleEoarcheanRecordsoftheGeomagneticFieldPreservedintheIsuaSupracrustalBe...Sérgio Sacani
 
Botany krishna series 2nd semester Only Mcq type questions
Botany krishna series 2nd semester Only Mcq type questionsBotany krishna series 2nd semester Only Mcq type questions
Botany krishna series 2nd semester Only Mcq type questionsSumit Kumar yadav
 
Recombination DNA Technology (Nucleic Acid Hybridization )
Recombination DNA Technology (Nucleic Acid Hybridization )Recombination DNA Technology (Nucleic Acid Hybridization )
Recombination DNA Technology (Nucleic Acid Hybridization )aarthirajkumar25
 
DIFFERENCE IN BACK CROSS AND TEST CROSS
DIFFERENCE IN  BACK CROSS AND TEST CROSSDIFFERENCE IN  BACK CROSS AND TEST CROSS
DIFFERENCE IN BACK CROSS AND TEST CROSSLeenakshiTyagi
 
Biopesticide (2).pptx .This slides helps to know the different types of biop...
Biopesticide (2).pptx  .This slides helps to know the different types of biop...Biopesticide (2).pptx  .This slides helps to know the different types of biop...
Biopesticide (2).pptx .This slides helps to know the different types of biop...RohitNehra6
 
Traditional Agroforestry System in India- Shifting Cultivation, Taungya, Home...
Traditional Agroforestry System in India- Shifting Cultivation, Taungya, Home...Traditional Agroforestry System in India- Shifting Cultivation, Taungya, Home...
Traditional Agroforestry System in India- Shifting Cultivation, Taungya, Home...jana861314
 
Green chemistry and Sustainable development.pptx
Green chemistry  and Sustainable development.pptxGreen chemistry  and Sustainable development.pptx
Green chemistry and Sustainable development.pptxRajatChauhan518211
 
STERILITY TESTING OF PHARMACEUTICALS ppt by DR.C.P.PRINCE
STERILITY TESTING OF PHARMACEUTICALS ppt by DR.C.P.PRINCESTERILITY TESTING OF PHARMACEUTICALS ppt by DR.C.P.PRINCE
STERILITY TESTING OF PHARMACEUTICALS ppt by DR.C.P.PRINCEPRINCE C P
 
Animal Communication- Auditory and Visual.pptx
Animal Communication- Auditory and Visual.pptxAnimal Communication- Auditory and Visual.pptx
Animal Communication- Auditory and Visual.pptxUmerFayaz5
 
Pests of cotton_Borer_Pests_Binomics_Dr.UPR.pdf
Pests of cotton_Borer_Pests_Binomics_Dr.UPR.pdfPests of cotton_Borer_Pests_Binomics_Dr.UPR.pdf
Pests of cotton_Borer_Pests_Binomics_Dr.UPR.pdfPirithiRaju
 
Hire 💕 9907093804 Hooghly Call Girls Service Call Girls Agency
Hire 💕 9907093804 Hooghly Call Girls Service Call Girls AgencyHire 💕 9907093804 Hooghly Call Girls Service Call Girls Agency
Hire 💕 9907093804 Hooghly Call Girls Service Call Girls AgencySheetal Arora
 
GBSN - Biochemistry (Unit 1)
GBSN - Biochemistry (Unit 1)GBSN - Biochemistry (Unit 1)
GBSN - Biochemistry (Unit 1)Areesha Ahmad
 
SOLUBLE PATTERN RECOGNITION RECEPTORS.pptx
SOLUBLE PATTERN RECOGNITION RECEPTORS.pptxSOLUBLE PATTERN RECOGNITION RECEPTORS.pptx
SOLUBLE PATTERN RECOGNITION RECEPTORS.pptxkessiyaTpeter
 
Chromatin Structure | EUCHROMATIN | HETEROCHROMATIN
Chromatin Structure | EUCHROMATIN | HETEROCHROMATINChromatin Structure | EUCHROMATIN | HETEROCHROMATIN
Chromatin Structure | EUCHROMATIN | HETEROCHROMATINsankalpkumarsahoo174
 
Broad bean, Lima Bean, Jack bean, Ullucus.pptx
Broad bean, Lima Bean, Jack bean, Ullucus.pptxBroad bean, Lima Bean, Jack bean, Ullucus.pptx
Broad bean, Lima Bean, Jack bean, Ullucus.pptxjana861314
 
Biological Classification BioHack (3).pdf
Biological Classification BioHack (3).pdfBiological Classification BioHack (3).pdf
Biological Classification BioHack (3).pdfmuntazimhurra
 
Disentangling the origin of chemical differences using GHOST
Disentangling the origin of chemical differences using GHOSTDisentangling the origin of chemical differences using GHOST
Disentangling the origin of chemical differences using GHOSTSérgio Sacani
 
9654467111 Call Girls In Raj Nagar Delhi Short 1500 Night 6000
9654467111 Call Girls In Raj Nagar Delhi Short 1500 Night 60009654467111 Call Girls In Raj Nagar Delhi Short 1500 Night 6000
9654467111 Call Girls In Raj Nagar Delhi Short 1500 Night 6000Sapana Sha
 
Stunning ➥8448380779▻ Call Girls In Panchshil Enclave Delhi NCR
Stunning ➥8448380779▻ Call Girls In Panchshil Enclave Delhi NCRStunning ➥8448380779▻ Call Girls In Panchshil Enclave Delhi NCR
Stunning ➥8448380779▻ Call Girls In Panchshil Enclave Delhi NCRDelhi Call girls
 

Recently uploaded (20)

Pests of cotton_Sucking_Pests_Dr.UPR.pdf
Pests of cotton_Sucking_Pests_Dr.UPR.pdfPests of cotton_Sucking_Pests_Dr.UPR.pdf
Pests of cotton_Sucking_Pests_Dr.UPR.pdf
 
PossibleEoarcheanRecordsoftheGeomagneticFieldPreservedintheIsuaSupracrustalBe...
PossibleEoarcheanRecordsoftheGeomagneticFieldPreservedintheIsuaSupracrustalBe...PossibleEoarcheanRecordsoftheGeomagneticFieldPreservedintheIsuaSupracrustalBe...
PossibleEoarcheanRecordsoftheGeomagneticFieldPreservedintheIsuaSupracrustalBe...
 
Botany krishna series 2nd semester Only Mcq type questions
Botany krishna series 2nd semester Only Mcq type questionsBotany krishna series 2nd semester Only Mcq type questions
Botany krishna series 2nd semester Only Mcq type questions
 
Recombination DNA Technology (Nucleic Acid Hybridization )
Recombination DNA Technology (Nucleic Acid Hybridization )Recombination DNA Technology (Nucleic Acid Hybridization )
Recombination DNA Technology (Nucleic Acid Hybridization )
 
DIFFERENCE IN BACK CROSS AND TEST CROSS
DIFFERENCE IN  BACK CROSS AND TEST CROSSDIFFERENCE IN  BACK CROSS AND TEST CROSS
DIFFERENCE IN BACK CROSS AND TEST CROSS
 
Biopesticide (2).pptx .This slides helps to know the different types of biop...
Biopesticide (2).pptx  .This slides helps to know the different types of biop...Biopesticide (2).pptx  .This slides helps to know the different types of biop...
Biopesticide (2).pptx .This slides helps to know the different types of biop...
 
Traditional Agroforestry System in India- Shifting Cultivation, Taungya, Home...
Traditional Agroforestry System in India- Shifting Cultivation, Taungya, Home...Traditional Agroforestry System in India- Shifting Cultivation, Taungya, Home...
Traditional Agroforestry System in India- Shifting Cultivation, Taungya, Home...
 
Green chemistry and Sustainable development.pptx
Green chemistry  and Sustainable development.pptxGreen chemistry  and Sustainable development.pptx
Green chemistry and Sustainable development.pptx
 
STERILITY TESTING OF PHARMACEUTICALS ppt by DR.C.P.PRINCE
STERILITY TESTING OF PHARMACEUTICALS ppt by DR.C.P.PRINCESTERILITY TESTING OF PHARMACEUTICALS ppt by DR.C.P.PRINCE
STERILITY TESTING OF PHARMACEUTICALS ppt by DR.C.P.PRINCE
 
Animal Communication- Auditory and Visual.pptx
Animal Communication- Auditory and Visual.pptxAnimal Communication- Auditory and Visual.pptx
Animal Communication- Auditory and Visual.pptx
 
Pests of cotton_Borer_Pests_Binomics_Dr.UPR.pdf
Pests of cotton_Borer_Pests_Binomics_Dr.UPR.pdfPests of cotton_Borer_Pests_Binomics_Dr.UPR.pdf
Pests of cotton_Borer_Pests_Binomics_Dr.UPR.pdf
 
Hire 💕 9907093804 Hooghly Call Girls Service Call Girls Agency
Hire 💕 9907093804 Hooghly Call Girls Service Call Girls AgencyHire 💕 9907093804 Hooghly Call Girls Service Call Girls Agency
Hire 💕 9907093804 Hooghly Call Girls Service Call Girls Agency
 
GBSN - Biochemistry (Unit 1)
GBSN - Biochemistry (Unit 1)GBSN - Biochemistry (Unit 1)
GBSN - Biochemistry (Unit 1)
 
SOLUBLE PATTERN RECOGNITION RECEPTORS.pptx
SOLUBLE PATTERN RECOGNITION RECEPTORS.pptxSOLUBLE PATTERN RECOGNITION RECEPTORS.pptx
SOLUBLE PATTERN RECOGNITION RECEPTORS.pptx
 
Chromatin Structure | EUCHROMATIN | HETEROCHROMATIN
Chromatin Structure | EUCHROMATIN | HETEROCHROMATINChromatin Structure | EUCHROMATIN | HETEROCHROMATIN
Chromatin Structure | EUCHROMATIN | HETEROCHROMATIN
 
Broad bean, Lima Bean, Jack bean, Ullucus.pptx
Broad bean, Lima Bean, Jack bean, Ullucus.pptxBroad bean, Lima Bean, Jack bean, Ullucus.pptx
Broad bean, Lima Bean, Jack bean, Ullucus.pptx
 
Biological Classification BioHack (3).pdf
Biological Classification BioHack (3).pdfBiological Classification BioHack (3).pdf
Biological Classification BioHack (3).pdf
 
Disentangling the origin of chemical differences using GHOST
Disentangling the origin of chemical differences using GHOSTDisentangling the origin of chemical differences using GHOST
Disentangling the origin of chemical differences using GHOST
 
9654467111 Call Girls In Raj Nagar Delhi Short 1500 Night 6000
9654467111 Call Girls In Raj Nagar Delhi Short 1500 Night 60009654467111 Call Girls In Raj Nagar Delhi Short 1500 Night 6000
9654467111 Call Girls In Raj Nagar Delhi Short 1500 Night 6000
 
Stunning ➥8448380779▻ Call Girls In Panchshil Enclave Delhi NCR
Stunning ➥8448380779▻ Call Girls In Panchshil Enclave Delhi NCRStunning ➥8448380779▻ Call Girls In Panchshil Enclave Delhi NCR
Stunning ➥8448380779▻ Call Girls In Panchshil Enclave Delhi NCR
 

3D Impact Damage Analysis in Composites Using Distance Transforms

  • 1. Distance transforms and correlation maps for advanced 3D analysis of impact damage in composite panels. Fabien Léonard1 and Jasmin Stein2 1 BAM – Federal Institute for Materials Research and Testing, Unter den Eichen 87, 12205 Berlin, GERMANY 2 TWI Ltd., Granta Park, Great Abington, Cambridge, CB21 6AL, UK Introduction The development of better composite materials for aerospace applications requires an improved understanding of how dam- age is generated within composite laminated structures follow- ing a low velocity impact event. Whilst most non-destructive techniques provide only 2D in- formation, X-ray computed tomography can provide a full 3D characterisation of the damage within a composite panel. However, new CT data processing methods must be developed to extract the relevant metrics and link the damage to the composite structure (ply-by-ply damage separation). Objectives • Assess non-destructively and in 3D impact damage • Link damage to structure (ply-by-ply damage separation) • Extract meaningful damage metrics Experimental details The specimens are composite panels used as primary structures for aerospace applications. The reinforcement is a unidirec- tional carbon fibre fabric bound with glass fibre yarns in a high glass transition temperature epoxy resin matrix. Each panel consisted of 8 plies with ply angles of 0◦ and 90◦ , giving a complete lay-up sequence of [(0◦ /90◦ )2]s detailled in Figure 1. The composite lam- inates were manufactured by vacuum assisted resin film infusion (VARFI). Impact tests were carried out at 5 J, 10 J, 15J, and 20 J, according to the methodology of Prichard and Hogg [1] with a specimen size of 89 mm x 55 mm x 3 mm, an impactor mass of 5.048 kg and a hemi- spherical tup 20 mm in diameter. After impact test, the specimens were CT scanned on a Nikon Metrology 225 kV system with the follow- ing settings: 35.7 µm voxel size, Cu target, 60 kV, 175 µA, 2s exposure time, and 3142 projections. Ply No. Angle (◦ ) Interface 1 0 1 2 90 2 3 0 3 4 90 4 5 90 5 6 0 6 7 90 7 8 0 (a) Ply number, fibre orientation and interface numbering (b) Lay-up sequence Figure 1: Overview of lay-up sequence of composite panels. Data processing The approach proposed here relies on the combination of two distance transforms taken from different reference points into a single map, called damage correlation map. This approach provides a 2D map (Fig. 2e and 3) that more clearly represents the complex 3D morphology of the impact damage than previous work [2]. It also improves the accuracy of the damage separation and subsequent analysis, as the panel distortion is better accounted for. An overview of the data processing methodology is given in Figure 2. (a) Raw 2D slice (b) Labelled damage (c) Damage distance transform from impact face (d) Damage distance transform from damage centre line (e) Damage correlation map Figure 2: Data processing workflow for panel impacted at 10 J. Results • Damage correlation map The damage correlation map approach proposed here, gives an improved representation of the impact damage occurring within the composite panel. Figure 3 clearly shows the greater impact damage in the panel tested at 15 J, as well as the greater distortion close to the panel centre line and the wider delamination opening, compared to that of the 5 J panel. The damage correlation maps can also be used to separate the segmented damage for each individual plies, as can be seen in Figure 4. (a) 5 J (b) 15 J Figure 3: Damage correlation maps for panels impacted at 5 J and 15 J. • Ply-by-ply damage separation The damage can be related to each individual ply and therefore, the evolution of the damage created versus the impact energy can be measured qualitatively and quantitatively. In addition to global measurements, local measurements such as damage volume, maximum delamination length and width, or projected damage area, can be obtained for each ply of the structure. These measurements are required to improve our understanding of the type (failure mode) and extent of the impact damage. (a) 5 J interface 1 (0◦ /90◦ ) (b) 5 J interface 2 (90◦ /0◦ ) (c) 5 J interface 3 (0◦ /90◦ ) (d) 5 J interface 5 (90◦ /0◦ ) (e) 5 J interface 6 (0◦ /90◦ ) (f) 5 J interface 7 (90◦ /0◦ ) (g) 15 J interface 1 (0◦ /90◦ ) (h) 15 J interface 2 (90◦ /0◦ ) (i) 15 J interface 3 (0◦ /90◦ ) (j) 15 J interface 5 (90◦ /0◦ ) (k) 15 J interface 6 (0◦ /90◦ ) (l) 15 J interface 7 (90◦ /0◦ ) Figure 4: Ply-by-ply damage separation according to damage correlation map for 5 J and 15 J impact energies. References [1] Prichard and Hogg The role of impact damage in post-impact compression testing. Composites, 21(6) : 503–511, 1990. [2] McCombe, Rouse, et al. X-ray damage characterisation in self- healing fibre reinforced polymers. Composites Part A: Applied Science and Manufacturing, 43(4):613–620, April 2012. Contact details fabien.leonard@bam.de +49 30 8104 4627 +49 30 8104 1837 BAM website: http://www.bam.de Conclusions • Impact damage in composite panels can be fully assesses in 3D using X-ray computed tomography. • An innovative data processing methodology using distance transforms and correlation maps has been developed to provide qualitative and quantitative measurements for each individual ply of the laminates. • The separation of the impact damage ply-by-ply is needed to improve our understanding of the type (failure mode) and extent of the impact damage. • The information provided here is essential both in terms of understanding the capacity of composites to absorb energy under impact and to predict the residual strength/capability of composite laminates. • Such data processing methodology is not limited to polymer composite laminates and could be applied to fibre metal laminates (FML) or composite parts with complex geometries.