Microscale Mapping of Fiber Strain and Damage in Composite Wrinkled Laminates Using Computed Tomography Assisted Wide‐Angle X‐Ray Scattering

Out-of-plane fiber wrinkles in carbon-fiber-reinforced polymer laminates trigger premature failure, yet remain difficult to detect and assess. This study introduces a powerful new diagnostic capability: the pairing of X-ray computed tomography (XCT) and Wide Angle X-ray Scattering (WAXS) during in situ compression of specimens containing small (0.2 mm) and large (0.5 mm) wrinkles. This approach enables, for the first time, detailed field-resolved mapping of axial ( <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics><mml:msub><mml:mi>ε</mml:mi> <mml:mn>100</mml:mn></mml:msub> <mml:annotation>$\varepsilon _{100}$</mml:annotation></mml:semantics> </mml:math> ) and radial ( <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics><mml:msub><mml:mi>ε</mml:mi> <mml:mn>002</mml:mn></mml:msub> <mml:annotation>$\varepsilon _{002}$</mml:annotation></mml:semantics> </mml:math> ) lattice microstrain. A new orientation-aware reduction pipeline supports texture classification, peak fitting, and per-point zero-load referencing, requiring minimal intervention and enabling scalable industrial deployment. In large wrinkles, radial microstrain reached -14.5 µ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics><mml:mrow><mml:mi>ε</mml:mi> <mml:mi>MPa</mml:mi></mml:mrow> <mml:annotation>$\varepsilon \mathrm{MPa}$</mml:annotation></mml:semantics> </mml:math> <sup>-1</sup>, compared to -11.0 µ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics><mml:mrow><mml:mi>ε</mml:mi> <mml:mi>MPa</mml:mi></mml:mrow> <mml:annotation>$\varepsilon \mathrm{MPa}$</mml:annotation></mml:semantics> </mml:math> <sup>-1</sup> axially; small wrinkles exhibit approximately one-third of this magnitude. Strain hotspots are identified prior to failure, and tomography confirms these regions as the origin of delamination, matrix cracking, and fiber kink banding. To verify the results analytically, a compact, orientation-aware predictor is developed, reproducing measured fields with a mean absolute error on the order of <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics><mml:msup><mml:mn>10</mml:mn> <mml:mrow><mml:mo>-</mml:mo> <mml:mn>3</mml:mn></mml:mrow> </mml:msup> <mml:annotation>$10^{-3}$</mml:annotation></mml:semantics> </mml:math> . These findings establish radial microstrain gradients as a robust, non-destructive indicator of wrinkle severity, providing unique insight and enabling defect behavior to be embedded into full-scale modeling. This supports performance-based rejection criteria and targets inspection in aerospace laminates.

Authors

Institutions

Publication Details

Journal
Advanced Science
Published
2025-12-03
DOI
https://doi.org/10.1002/advs.202519053
Primary Topic
Mechanical Behavior of Composites
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Microscale Mapping of Fiber Strain and Damage in Composite Wrinkled Laminates Using Computed Tomography Assisted Wide‐Angle X‐Ray Scattering

James Trevarthen, Igor P. Dolbnya, Jiraphant Srisuriyachot, Wadwan Singhapong et al.
Advanced Science
Mechanical Behavior of Composites
article

Microscale Mapping of Fiber Strain and Damage in Composite Wrinkled Laminates Using Computed Tomography Assisted Wide‐Angle X‐Ray Scattering

James Trevarthen, Igor P. Dolbnya, Jiraphant Srisuriyachot, Wadwan Singhapong, Richard Butler, Alexander J.G. Lunt, Nicholas R. Pilato, Hoang Minh Luong
article en

Abstract

Out-of-plane fiber wrinkles in carbon-fiber-reinforced polymer laminates trigger premature failure, yet remain difficult to detect and assess. This study introduces a powerful new diagnostic capability: the pairing of X-ray computed tomography (XCT) and Wide Angle X-ray Scattering (WAXS) during in situ compression of specimens containing small (0.2 mm) and large (0.5 mm) wrinkles. This approach enables, for the first time, detailed field-resolved mapping of axial ( <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics><mml:msub><mml:mi>ε</mml:mi> <mml:mn>100</mml:mn></mml:msub> <mml:annotation>$\varepsilon _{100}$</mml:annotation></mml:semantics> </mml:math> ) and radial ( <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics><mml:msub><mml:mi>ε</mml:mi> <mml:mn>002</mml:mn></mml:msub> <mml:annotation>$\varepsilon _{002}$</mml:annotation></mml:semantics> </mml:math> ) lattice microstrain. A new orientation-aware reduction pipeline supports texture classification, peak fitting, and per-point zero-load referencing, requiring minimal intervention and enabling scalable industrial deployment. In large wrinkles, radial microstrain reached -14.5 µ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics><mml:mrow><mml:mi>ε</mml:mi> <mml:mi>MPa</mml:mi></mml:mrow> <mml:annotation>$\varepsilon \mathrm{MPa}$</mml:annotation></mml:semantics> </mml:math> <sup>-1</sup>, compared to -11.0 µ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics><mml:mrow><mml:mi>ε</mml:mi> <mml:mi>MPa</mml:mi></mml:mrow> <mml:annotation>$\varepsilon \mathrm{MPa}$</mml:annotation></mml:semantics> </mml:math> <sup>-1</sup> axially; small wrinkles exhibit approximately one-third of this magnitude. Strain hotspots are identified prior to failure, and tomography confirms these regions as the origin of delamination, matrix cracking, and fiber kink banding. To verify the results analytically, a compact, orientation-aware predictor is developed, reproducing measured fields with a mean absolute error on the order of <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:semantics><mml:msup><mml:mn>10</mml:mn> <mml:mrow><mml:mo>-</mml:mo> <mml:mn>3</mml:mn></mml:mrow> </mml:msup> <mml:annotation>$10^{-3}$</mml:annotation></mml:semantics> </mml:math> . These findings establish radial microstrain gradients as a robust, non-destructive indicator of wrinkle severity, providing unique insight and enabling defect behavior to be embedded into full-scale modeling. This supports performance-based rejection criteria and targets inspection in aerospace laminates.

Advanced Science
Diamond Light Source (GB), Cheltenham Festivals (GB), University of Bath (GB)
Openalex Percentile: Top 57%
Mechanical Behavior of Composites
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.